{"meta":{"query_hash":"360a3f6883d0","filters":{"venue":"Nature and Science of Sleep"},"cohort_total":73,"direct_labels_cover":0,"predictions_cover":73,"exported":73,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/360a3f6883d0","api":"https://metacan.xera.ac/api/v1/cohort?venue=Nature+and+Science+of+Sleep"},"results":[{"id":"W1626658965","doi":"10.2147/nss.s82888","title":"Sleep deprivation does not affect neuronal susceptibility to mild traumatic brain injury in the rat","year":2015,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sleep deprivation; Medicine; Traumatic brain injury; Concussion; Sleep debt; Sleep restriction; Sleep (system call); Anesthesia; Internal medicine; Poison control; Injury prevention; Psychiatry; Circadian rhythm; Emergency medicine","score_opus":0.03548823526243193,"score_gpt":0.3421262590680667,"score_spread":0.30663802380563476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1626658965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99790883,0.00060705916,0.00045478618,0.000053393826,0.000025653208,0.000022877008,0.0003594056,0.00003801693,0.00052996806],"genre_scores_gemma":[0.99350363,0.0015034052,0.00091681635,0.00009657433,0.000015915803,0.00010150279,0.0010984676,0.000023645713,0.002740076],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986386,0.000013566157,0.000018109464,0.000037172886,0.000030034811,0.000037264526],"domain_scores_gemma":[0.9997074,0.000029411582,0.00009173916,0.000049552567,0.000034497858,0.00008745885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016911299,0.00040623837,0.0003196147,0.0005472604,0.00017686232,0.00028023342,0.00029465443,0.00027577035,0.0011183651],"category_scores_gemma":[0.00016751596,0.0002618708,0.0004571745,0.00017761282,0.00048326506,0.0002589745,0.00027803812,0.00066581275,0.00034835792],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017804212,0.000263243,0.0010786557,0.00007183416,0.000025879715,0.00009915165,0.000070254966,0.000076415454,0.99337375,0.000076651486,0.00007419419,0.0030095053],"study_design_scores_gemma":[0.00023609289,0.012701215,0.05281696,0.000036867412,0.000117123294,0.0005043917,0.00028934103,0.0013122084,0.92924184,0.00022047453,0.0024867454,0.000036806883],"about_ca_topic_score_codex":0.0049142675,"about_ca_topic_score_gemma":0.009657274,"teacher_disagreement_score":0.0049142675,"about_ca_system_score_codex":0.00035156327,"about_ca_system_score_gemma":0.0004669326,"threshold_uncertainty_score":0.009771287},"labels":[],"label_agreement":null},{"id":"W2024290721","doi":"10.2147/nss.s77045","title":"The relationship between sleep habits, anxiety, and depression in the elderly","year":2015,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université du Québec à Trois-Rivières","funders":"","keywords":"Medicine; Depression (economics); Anxiety; Sleep (system call); Psychiatry; Insomnia; Gerontology","score_opus":0.0237903212817715,"score_gpt":0.31455034283809163,"score_spread":0.29076002155632014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024290721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99869114,0.00074186653,0.000026217032,0.00006322858,0.000006779812,0.0000048534525,0.0000652302,0.0000013744027,0.0003992473],"genre_scores_gemma":[0.9995735,0.00024685237,0.000036220066,0.000027802,0.0000080720765,0.0000025366412,0.000038726645,2.6201386e-7,0.00006596697],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99978966,0.0000643083,0.000036960653,0.000023383598,0.000050471448,0.00003525216],"domain_scores_gemma":[0.99902105,0.00017824798,0.00045594203,0.00002675333,0.00011955163,0.00019843776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040306136,0.00012817295,0.00013462358,0.00056183315,0.0002582417,0.00035578018,0.0001362434,0.00025449198,0.0007179518],"category_scores_gemma":[0.0019476326,0.000117458185,0.00022120474,0.00038369757,0.00018542774,0.00021984812,0.00023342276,0.00024623214,0.000112240836],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004592787,0.000034075565,0.99787676,0.000012162329,0.000033865734,0.000040155155,0.000072146024,0.00000900997,0.00009660947,0.0000046359237,0.000039146824,0.0017356261],"study_design_scores_gemma":[0.0000012333516,0.000048582253,0.9997166,0.0000031530442,0.000008590887,0.00007672675,0.000089054265,0.000016242178,0.0000066786874,0.0000049717205,0.000027472543,6.7572296e-7],"about_ca_topic_score_codex":0.005784361,"about_ca_topic_score_gemma":0.009688166,"teacher_disagreement_score":0.005784361,"about_ca_system_score_codex":0.00017345695,"about_ca_system_score_gemma":0.00018584456,"threshold_uncertainty_score":0.011501372},"labels":[],"label_agreement":null},{"id":"W2028760758","doi":"10.2147/nss.s24607","title":"Short sleep duration is associated with teacher-reported inattention and cognitive problems in healthy school-aged children","year":2012,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Polysomnography; Sleep (system call); Impulsivity; Cognition; Attention deficit hyperactivity disorder; Actigraphy; Psychiatry; Rating scale; Sleep onset latency; Pediatrics; Sleep disorder; Clinical psychology; Psychology; Developmental psychology; Insomnia; Electroencephalography","score_opus":0.01110075065488487,"score_gpt":0.2903139729512443,"score_spread":0.2792132222963594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028760758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99952066,0.00025587308,0.00002125364,0.00001375566,0.0000028474853,0.0000029857276,0.000083121566,0.0000027159083,0.00009672673],"genre_scores_gemma":[0.9994943,0.00014540847,0.000054753917,0.000011641395,0.0000065183713,0.0000055758305,0.00020010128,0.0000019684949,0.00007969711],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996723,0.000056177953,0.000059676127,0.00006610877,0.0000899273,0.00005574822],"domain_scores_gemma":[0.99648213,0.00047087154,0.002325491,0.000082571634,0.00023191005,0.00040704082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036803275,0.00040010616,0.00039345628,0.0011889752,0.00038854586,0.00044146876,0.00031727972,0.00043103576,0.0017616365],"category_scores_gemma":[0.0021586611,0.0003343707,0.0003487281,0.0007595229,0.00051719823,0.00028301022,0.00038005516,0.000433027,0.00017600585],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093828,0.000033432058,0.9984855,0.000019071098,0.000034901797,0.000100189434,0.00009662039,0.000013414431,0.00044456273,0.000004325569,0.000028859014,0.0006454226],"study_design_scores_gemma":[0.00000244423,0.000052572163,0.99961984,0.0000026826674,0.000007756879,0.0002028819,0.00005281398,0.000015393804,0.000025457468,0.000002188446,0.000015250397,7.1531076e-7],"about_ca_topic_score_codex":0.0090738535,"about_ca_topic_score_gemma":0.011672424,"teacher_disagreement_score":0.0090738535,"about_ca_system_score_codex":0.00031523788,"about_ca_system_score_gemma":0.00032678017,"threshold_uncertainty_score":0.018042088},"labels":[],"label_agreement":null},{"id":"W2059259376","doi":"10.2147/nss.s31063","title":"Sleep duration, cardiovascular disease, and proinflammatory biomarkers","year":2013,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":241,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Center for Research Resources; National Institute of Environmental Health Sciences; National Heart, Lung, and Blood Institute; Georgia Clinical and Translational Science Alliance; University of Pennsylvania","keywords":"Proinflammatory cytokine; Medicine; Disease; Sleep deprivation; Population; Context (archaeology); Inflammation; Internal medicine; Bioinformatics; Circadian rhythm; Biology; Environmental health","score_opus":0.004805489011490453,"score_gpt":0.23172396387613953,"score_spread":0.22691847486464908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059259376","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16303568,0.826228,0.0014018373,0.0024930476,0.0004046579,0.00005142083,0.0010902938,0.000018306147,0.005276725],"genre_scores_gemma":[0.47701472,0.51579094,0.002261819,0.0011674201,0.0009122418,0.00011173375,0.0010314765,0.00000836041,0.0017013439],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996012,0.0001921931,0.000067475965,0.000056542176,0.00006267907,0.000019975705],"domain_scores_gemma":[0.9983734,0.000929962,0.00045367444,0.000049825223,0.00012645365,0.00006675368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008862692,0.00025008898,0.00044158727,0.0006647003,0.0002455682,0.0006947774,0.00030554025,0.00036161693,0.0016146285],"category_scores_gemma":[0.0018413389,0.00011247462,0.00040209925,0.0011744397,0.00032931622,0.00039620846,0.00036387076,0.00044102882,0.0001464391],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018732985,0.0002651424,0.5929808,0.012388505,0.002106126,0.0006772107,0.0012209932,0.0006698739,0.005942528,0.003953574,0.0051482315,0.37277368],"study_design_scores_gemma":[0.000020327148,0.00076940807,0.97127026,0.0019005305,0.0005059948,0.0015285624,0.0005176606,0.00028136757,0.00046927322,0.0025156396,0.020197175,0.000023648568],"about_ca_topic_score_codex":0.0030014322,"about_ca_topic_score_gemma":0.0049128807,"teacher_disagreement_score":0.0030014322,"about_ca_system_score_codex":0.00037285406,"about_ca_system_score_gemma":0.00063190225,"threshold_uncertainty_score":0.005967915},"labels":[],"label_agreement":null},{"id":"W2087829537","doi":"10.2147/nss.s28362","title":"An approach to long-term sedative-hypnotic use","year":2012,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Sedative; Insomnia; Hypnotic; Sedative/hypnotic; Intensive care medicine; Chronic insomnia; Term (time); Psychiatry; Sleep disorder","score_opus":0.020664701738624478,"score_gpt":0.3212265907325362,"score_spread":0.3005618889939117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087829537","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019003322,0.7108053,0.02647575,0.17302234,0.0072862916,0.00021317923,0.00012844495,0.00013400076,0.06293132],"genre_scores_gemma":[0.22435081,0.64314973,0.031352513,0.06442113,0.009444563,0.00071145006,0.00015221514,0.00007173662,0.026345871],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982303,0.0008326176,0.00014800925,0.00015893724,0.0005460106,0.00008418054],"domain_scores_gemma":[0.9978276,0.0009716695,0.00025573897,0.00008103541,0.0006613433,0.00020255135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032248178,0.000483009,0.000646206,0.00075310917,0.0013331479,0.0019802577,0.00092290447,0.0019127696,0.0028651499],"category_scores_gemma":[0.0038303505,0.00016419392,0.00072747166,0.0005322301,0.0023145338,0.0020783846,0.0020459227,0.0041155852,0.0009175884],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002744797,0.0005128035,0.0074004615,0.005992662,0.00019869229,0.0014682352,0.0058488008,0.00022768778,0.0036084102,0.06508762,0.0325685,0.8768117],"study_design_scores_gemma":[0.00009669224,0.0010173522,0.025619728,0.014672502,0.00031810303,0.009108587,0.006374493,0.00044095403,0.0017129484,0.0512421,0.8892965,0.00010009236],"about_ca_topic_score_codex":0.0022703325,"about_ca_topic_score_gemma":0.007522601,"teacher_disagreement_score":0.0032248178,"about_ca_system_score_codex":0.0020186778,"about_ca_system_score_gemma":0.0040382156,"threshold_uncertainty_score":0.017054677},"labels":[],"label_agreement":null},{"id":"W2148326401","doi":"10.2147/nss.s18895","title":"Prevalence, putative mechanisms, and current management of sleep problems during chemotherapy for cancer","year":2012,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":159,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"National Center for Research Resources; National Cancer Institute","keywords":"Medicine; Chemotherapy; Cancer; Subclinical infection; Sleep (system call); Intensive care medicine; Clinical trial; Etiology; Oncology; Internal medicine","score_opus":0.01270784872763805,"score_gpt":0.31342065653505263,"score_spread":0.3007128078074146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148326401","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43641207,0.552428,0.00097093004,0.0032577787,0.0001642361,0.0000939724,0.0005809358,0.000028686187,0.006063329],"genre_scores_gemma":[0.8499985,0.14773141,0.0008536039,0.00045456388,0.0001461124,0.000066862034,0.00039357328,0.0000034435304,0.00035187646],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999622,0.00014941284,0.00007450993,0.00004942459,0.00007376564,0.000030910895],"domain_scores_gemma":[0.99827886,0.0006021048,0.000888702,0.000036542042,0.0001278353,0.00006600321],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006444762,0.00010058433,0.00028161544,0.0005271364,0.00022050668,0.00041358155,0.00023479953,0.00024152461,0.00069850724],"category_scores_gemma":[0.0035419045,0.00008131397,0.00030748147,0.0007645794,0.00023381859,0.00034385404,0.00019118322,0.00034216655,0.00007065719],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059926085,0.00019271155,0.6261384,0.0045205667,0.00052209524,0.0005207191,0.00095793756,0.0002714146,0.002866372,0.0009216597,0.0021553924,0.36033347],"study_design_scores_gemma":[0.000021154623,0.00048864516,0.9876682,0.0010096214,0.00021786182,0.0013092489,0.0006805018,0.00016437845,0.00039243523,0.00037898467,0.007655759,0.00001317221],"about_ca_topic_score_codex":0.0019951188,"about_ca_topic_score_gemma":0.0043569882,"teacher_disagreement_score":0.0019951188,"about_ca_system_score_codex":0.0004258359,"about_ca_system_score_gemma":0.0004298847,"threshold_uncertainty_score":0.0039670467},"labels":[],"label_agreement":null},{"id":"W2150344640","doi":"10.2147/nss.s86649","title":"Baclofen for narcolepsy with cataplexy: two cases","year":2015,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"","keywords":"Cataplexy; Narcolepsy; Baclofen; Medicine; Excessive daytime sleepiness; Sleep paralysis; Anesthesia; Sleep disorder; Psychiatry; Agonist; Modafinil; Insomnia; Internal medicine","score_opus":0.06066638926629858,"score_gpt":0.35728444100758283,"score_spread":0.29661805174128425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150344640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9226217,0.02920475,0.007847015,0.010849156,0.0019175389,0.0011757262,0.0005988691,0.00048498335,0.025300175],"genre_scores_gemma":[0.9780738,0.0065725776,0.0032528585,0.0037637139,0.0019639616,0.00021737476,0.00031690884,0.000114091636,0.005724676],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9984262,0.00012135076,0.00021243277,0.00029662758,0.00038822985,0.0005551105],"domain_scores_gemma":[0.9974527,0.00033520564,0.00057564623,0.00022310948,0.0001870343,0.001226295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051699346,0.0043927743,0.0019223484,0.0049527423,0.0042391852,0.0020305414,0.0028845188,0.011609224,0.0042865775],"category_scores_gemma":[0.004972379,0.0024221267,0.0026976152,0.0028191428,0.0028085355,0.0026088767,0.0033387074,0.005937761,0.0024193435],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024904997,0.00008227029,0.002139084,0.00005418911,0.000019427393,0.9946584,0.0002614806,0.00004701875,0.0003887569,0.00015436187,0.00028985972,0.0018801017],"study_design_scores_gemma":[0.00001900838,0.000050138184,0.0027400614,0.000024991714,0.000015345277,0.996007,0.00011653254,0.00009559213,0.00020821496,0.00011370113,0.00059489004,0.000014576968],"about_ca_topic_score_codex":0.00797844,"about_ca_topic_score_gemma":0.009723419,"teacher_disagreement_score":0.011609224,"about_ca_system_score_codex":0.0031025833,"about_ca_system_score_gemma":0.0013007135,"threshold_uncertainty_score":0.022510946},"labels":[],"label_agreement":null},{"id":"W2208689683","doi":"10.2147/nss.s94549","title":"A pilot study of serotonin-1A receptor genotypes and rapid eye movement sleep sensitivity to serotonergic/cholinergic imbalance in humans: a pharmacological model of depression","year":2015,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Ottawa Mental Health Centre; Mental Health Research Canada; University of Ottawa","funders":"Ottawa Hospital Research Institute; University of Ottawa","keywords":"Serotonergic; Medicine; Serotonin; Buspirone; Cholinergic; Rapid eye movement sleep; Internal medicine; Agonist; Endocrinology; Receptor; Psychiatry; Electroencephalography","score_opus":0.02883185562193129,"score_gpt":0.33080894111623704,"score_spread":0.30197708549430574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2208689683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999345,0.00007112958,0.0001714083,0.000019496083,0.000005523484,0.00010329926,0.00007391242,0.0000043682776,0.00020603214],"genre_scores_gemma":[0.9979073,0.000080760205,0.0005377561,0.00012288557,0.000015111932,0.0001658211,0.00020603457,0.0000043072328,0.0009600912],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976736,0.00009157106,0.000013518743,0.000060351056,0.000028524137,0.000038801743],"domain_scores_gemma":[0.9996222,0.00009457798,0.00005901489,0.00005101515,0.000027938459,0.00014530023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006244357,0.00055994146,0.00050573173,0.00029668628,0.0003998644,0.00025160387,0.00024455367,0.0005780898,0.0023161417],"category_scores_gemma":[0.000481599,0.00028003042,0.0003936309,0.00013713124,0.0004318451,0.0002548409,0.0002543845,0.0007347157,0.0003577629],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.11322848,0.044908218,0.20153362,0.0003643133,0.00053317024,0.004572595,0.0014845594,0.00049929257,0.59915173,0.00039856092,0.0008774866,0.032448016],"study_design_scores_gemma":[0.0042274925,0.38409397,0.5892169,0.000019028666,0.00033718636,0.003547036,0.00043030575,0.0012557448,0.015108254,0.00017298039,0.0015535095,0.000037611462],"about_ca_topic_score_codex":0.0010371242,"about_ca_topic_score_gemma":0.0009278012,"teacher_disagreement_score":0.0023161417,"about_ca_system_score_codex":0.00017181515,"about_ca_system_score_gemma":0.00018209225,"threshold_uncertainty_score":0.007748306},"labels":[],"label_agreement":null},{"id":"W2267894104","doi":"10.2147/nss.s91928","title":"The Toronto Hospital Alertness Test scale: relationship to daytime sleepiness, fatigue, and symptoms of depression and anxiety","year":2016,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; University of Toronto","funders":"International Business Machines Corporation","keywords":"Alertness; Medicine; Anxiety; Epworth Sleepiness Scale; Depression (economics); Excessive daytime sleepiness; Physical therapy; Clinical psychology; Psychiatry; Sleep disorder; Insomnia; Polysomnography; Apnea","score_opus":0.006870571817099793,"score_gpt":0.2790232078858419,"score_spread":0.2721526360687421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2267894104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99299616,0.0011017433,0.0004756418,0.00014792268,0.000031871758,0.000090112364,0.0016028389,0.000037432037,0.0035163527],"genre_scores_gemma":[0.9976387,0.00024207626,0.00030475348,0.000021701448,0.000012755239,0.00004135907,0.0012489959,0.0000018838252,0.00048774556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996088,0.00005463401,0.000048566548,0.00002819488,0.00022287262,0.00003691476],"domain_scores_gemma":[0.9977143,0.00036179638,0.000857055,0.000041138126,0.00053942855,0.00048632655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050573127,0.00033216222,0.00021610824,0.00084681174,0.00018859074,0.0003142039,0.00030991834,0.00021603428,0.0020162256],"category_scores_gemma":[0.003222737,0.000092416114,0.0001945451,0.00075644796,0.00019586939,0.00014207322,0.0002527071,0.00028773112,0.00020428999],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023527391,0.000049221035,0.98795205,0.00007993249,0.0001250125,0.0001329361,0.00016458494,0.00019777955,0.0009643824,0.000031225005,0.0014806078,0.008586938],"study_design_scores_gemma":[0.00000490848,0.000043550663,0.9995608,0.000004310841,0.000006306979,0.00008367434,0.00001626198,0.00011782374,0.00002769545,0.0000063142547,0.00012669922,0.0000017084221],"about_ca_topic_score_codex":0.04092395,"about_ca_topic_score_gemma":0.045432396,"teacher_disagreement_score":0.04092395,"about_ca_system_score_codex":0.0007028694,"about_ca_system_score_gemma":0.0005268945,"threshold_uncertainty_score":0.081371486},"labels":[],"label_agreement":null},{"id":"W2346033725","doi":"10.2147/nss.s103702","title":"A novel implantable device for the treatment of obstructive sleep apnea: clinical safety and feasibility","year":2016,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Apnea; Sleep (system call); Intensive care medicine; Anesthesia","score_opus":0.046204116512761635,"score_gpt":0.3830832337740927,"score_spread":0.3368791172613311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346033725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98039573,0.0071265604,0.009987177,0.0002778541,0.00016140514,0.0007315923,0.00012432449,0.000051324565,0.0011439222],"genre_scores_gemma":[0.9769752,0.0024574774,0.018430246,0.0002182602,0.00018235037,0.0007153822,0.00012143168,0.000010779114,0.00088880514],"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.99958974,0.0001312205,0.00004910727,0.000054723594,0.00014480251,0.000030422909],"domain_scores_gemma":[0.99937445,0.0002909195,0.00013478621,0.000049228816,0.00008039959,0.00007025779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015823382,0.0003974542,0.00036875377,0.0003905899,0.00019545411,0.00035517782,0.00038365132,0.0005213969,0.0019500608],"category_scores_gemma":[0.001151768,0.00020281535,0.0004308176,0.00014424088,0.00043008843,0.00048029653,0.00035707702,0.00042231218,0.00025441073],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02054053,0.008465596,0.046435762,0.0018202693,0.00024106694,0.002941877,0.00060779776,0.00061581,0.46202368,0.0005738593,0.00080203754,0.4549317],"study_design_scores_gemma":[0.0124036,0.53767073,0.3090249,0.0005671949,0.00087312266,0.024619209,0.0009940199,0.007989403,0.082496785,0.00051689806,0.022658654,0.00018533606],"about_ca_topic_score_codex":0.00015368192,"about_ca_topic_score_gemma":0.00034336367,"teacher_disagreement_score":0.0019500608,"about_ca_system_score_codex":0.000098854965,"about_ca_system_score_gemma":0.000341659,"threshold_uncertainty_score":0.008368313},"labels":[],"label_agreement":null},{"id":"W2363621196","doi":"10.2147/nss.s103596","title":"Enhancements to the multiple sleep latency test","year":2016,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Test (biology); Sleep (system call); Audiology; Medical physics; Operating system","score_opus":0.010593831038343049,"score_gpt":0.2890514907048902,"score_spread":0.2784576596665472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2363621196","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48820767,0.028721478,0.3747991,0.008776205,0.0039379043,0.0028685606,0.006038868,0.009813866,0.07683631],"genre_scores_gemma":[0.7261164,0.008238929,0.23647504,0.0028084258,0.002988647,0.0013744573,0.0033360873,0.0004897932,0.018172234],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985298,0.0005219604,0.00014115057,0.0002271242,0.0005003908,0.00007955159],"domain_scores_gemma":[0.99445516,0.0022854214,0.00081621745,0.0004268986,0.0017073811,0.0003090104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002362472,0.0008800774,0.0004801672,0.0012626997,0.00015726176,0.00060579006,0.0010313857,0.0006639814,0.008944018],"category_scores_gemma":[0.0096967695,0.00021618819,0.00069957814,0.00074146595,0.00033042135,0.0009723693,0.00090202206,0.0009698102,0.0035493274],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018579044,0.00041532193,0.1142822,0.00084493693,0.00014064016,0.0018138754,0.00016578716,0.0013075774,0.023925297,0.0012274699,0.010983376,0.8430356],"study_design_scores_gemma":[0.0010571043,0.014851468,0.5746164,0.001388358,0.0007512574,0.08755759,0.00039246236,0.03203666,0.063359536,0.005743889,0.2177277,0.0005175965],"about_ca_topic_score_codex":0.0014718237,"about_ca_topic_score_gemma":0.0017075154,"teacher_disagreement_score":0.008944018,"about_ca_system_score_codex":0.0003403461,"about_ca_system_score_gemma":0.00063731667,"threshold_uncertainty_score":0.029920697},"labels":[],"label_agreement":null},{"id":"W2902797842","doi":"10.2147/nss.s163071","title":"Sleeping hours: what is the ideal number and how does age impact this?","year":2018,"lang":"en","type":"review","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":401,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Sleep (system call); Medicine; Duration (music); Bedtime; Population; Feeling; Gerontology; Psychological intervention; Public health; Psychiatry; Psychology; Environmental health; Social psychology; Nursing","score_opus":0.018259976649913884,"score_gpt":0.35517192101319117,"score_spread":0.3369119443632773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902797842","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032600708,0.9967264,0.00017942202,0.0015810985,0.0003863198,0.000006803408,0.000054425684,0.00000385606,0.0007357663],"genre_scores_gemma":[0.0045147403,0.9935875,0.0003536734,0.0007411652,0.00048452913,0.000020524863,0.000051528146,0.0000036977872,0.00024258591],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901974,0.00036095997,0.0001944189,0.00017896452,0.0001917213,0.00005415644],"domain_scores_gemma":[0.9968635,0.0023191043,0.00036548448,0.00005055356,0.0003243168,0.00007706535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002041928,0.0006964842,0.0017767282,0.0015935738,0.00043651141,0.0026581755,0.0013061471,0.0018834582,0.0042113126],"category_scores_gemma":[0.008688963,0.00032529098,0.0012713076,0.0015255335,0.0011234933,0.0032839584,0.00083845103,0.0017920227,0.0011089599],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021957041,0.00006389662,0.0027301703,0.07826933,0.0007158086,0.0001595658,0.0006609997,0.00038320484,0.00025080773,0.01411666,0.028581563,0.8738484],"study_design_scores_gemma":[0.00006705389,0.00029758684,0.018419899,0.16042963,0.002505267,0.0026301437,0.0023771895,0.00040818495,0.00046579388,0.021559034,0.79070157,0.00013867054],"about_ca_topic_score_codex":0.0042805937,"about_ca_topic_score_gemma":0.0041764113,"teacher_disagreement_score":0.0042805937,"about_ca_system_score_codex":0.001017109,"about_ca_system_score_gemma":0.0022098972,"threshold_uncertainty_score":0.014088213},"labels":[],"label_agreement":null},{"id":"W2904272741","doi":"10.2147/nss.s163074","title":"Sleep disorders in patients with ADHD: impact and management challenges","year":2018,"lang":"en","type":"review","venue":"Nature and Science of Sleep","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Douglas College; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Narcolepsy; Medicine; Impulsivity; Attention deficit hyperactivity disorder; Insomnia; Affect (linguistics); Psychiatry; Sleep (system call); Mood; Mood disorders; Clinical psychology; Sleep disorder; Restless legs syndrome; Cognition; Anxiety; Modafinil; Psychology","score_opus":0.025994708108133847,"score_gpt":0.3482173434917723,"score_spread":0.32222263538363843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904272741","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018838925,0.9983777,0.00004248732,0.0007713396,0.00011036833,0.0000027242904,0.000015337417,0.0000026462885,0.00048903737],"genre_scores_gemma":[0.0021399765,0.9968725,0.00016586368,0.0003960165,0.00022839426,0.000006295183,0.000031839565,0.0000011014993,0.00015803684],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996356,0.000094798765,0.000085033,0.000045340767,0.00011191574,0.000027230562],"domain_scores_gemma":[0.99890375,0.00068233116,0.00013278428,0.000018752631,0.00021768821,0.00004470386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085751823,0.0004100644,0.0010202932,0.0010047398,0.00031880854,0.0010160548,0.00068063836,0.00095733366,0.0020385426],"category_scores_gemma":[0.0026420548,0.0001440089,0.00063230016,0.001105812,0.00034244833,0.00092585897,0.00065723195,0.0013492936,0.00040571587],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055322504,0.0000365104,0.0010252008,0.021147786,0.00013329972,0.00025263947,0.00015824041,0.00016488582,0.0002223261,0.0018063413,0.016506651,0.9584908],"study_design_scores_gemma":[0.00006115355,0.00021032534,0.011423485,0.07293443,0.00088024844,0.006970149,0.0011376382,0.00024224278,0.00027380683,0.005441071,0.9003792,0.00004616623],"about_ca_topic_score_codex":0.0032215668,"about_ca_topic_score_gemma":0.008451958,"teacher_disagreement_score":0.0032215668,"about_ca_system_score_codex":0.0005721189,"about_ca_system_score_gemma":0.001866927,"threshold_uncertainty_score":0.006819606},"labels":[],"label_agreement":null},{"id":"W2914428606","doi":"10.2147/nss.s181365","title":"&lt;p&gt;Could long-term administration of melatonin to prepubertal children affect timing of puberty? A clinician&amp;rsquo;s perspective&lt;/p&gt;","year":2019,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Ottawa Mental Health Centre; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"University of Ottawa","keywords":"Melatonin; Kisspeptin; Medicine; Internal medicine; Endocrinology; Gonadotropin-releasing hormone; Animal sexual behaviour; Hormone; Luteinizing hormone; Population","score_opus":0.016359198793078542,"score_gpt":0.3047998618333663,"score_spread":0.28844066304028776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914428606","genre_codex":"review","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011541933,0.9052524,0.0013205433,0.068486355,0.008979211,0.00007489532,0.0003342447,0.00007736308,0.014320815],"genre_scores_gemma":[0.014921485,0.91385186,0.0038980795,0.044753328,0.008508531,0.00019682484,0.0002759864,0.00005886814,0.0135350395],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935335,0.00023767853,0.0001088918,0.00011149812,0.00013469996,0.000053804426],"domain_scores_gemma":[0.9969722,0.0014768835,0.00034018018,0.00009868023,0.0008984102,0.00021370863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017279679,0.00032914357,0.0006779662,0.0008283451,0.00042779677,0.0013343513,0.000838839,0.0024901703,0.015885513],"category_scores_gemma":[0.0070450283,0.00020385065,0.0008672754,0.0005757457,0.0008042633,0.0017282292,0.0008423369,0.0032212685,0.0047935974],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033992503,0.00006396249,0.0019134446,0.01225531,0.00014680994,0.0014677789,0.000492316,0.000101587204,0.0014098224,0.005479001,0.2368041,0.739526],"study_design_scores_gemma":[0.00007237293,0.0002087184,0.0022201745,0.010817228,0.000121072466,0.0033595355,0.0005378956,0.000073091804,0.00050083076,0.0032449656,0.9788101,0.000034092947],"about_ca_topic_score_codex":0.0047959476,"about_ca_topic_score_gemma":0.00936334,"teacher_disagreement_score":0.015885513,"about_ca_system_score_codex":0.0011516162,"about_ca_system_score_gemma":0.002950289,"threshold_uncertainty_score":0.05314231},"labels":[],"label_agreement":null},{"id":"W2979491055","doi":"10.2147/nss.s197375","title":"&lt;p&gt;Impact Of Spinal Cord Injury On Sleep: Current Perspectives&lt;/p&gt;","year":2019,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; Office of Research and Development; U.S. Department of Veterans Affairs; U.S. Department of Defense","keywords":"Medicine; Spinal cord injury; Sleep (system call); Spinal cord; Internal medicine; Anesthesia; Psychiatry","score_opus":0.015086459953849189,"score_gpt":0.360054534586064,"score_spread":0.34496807463221485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979491055","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005162421,0.9795052,0.00016916922,0.0146884015,0.0014766006,0.00001520161,0.00013705464,0.000015876472,0.0034763513],"genre_scores_gemma":[0.0051631564,0.9877731,0.00037024872,0.0035362076,0.0018835901,0.000028132925,0.00010670293,0.0000036462393,0.0011351823],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996618,0.00009424533,0.00005983604,0.000054171094,0.00008676972,0.00004323594],"domain_scores_gemma":[0.9976835,0.0012430167,0.0002851529,0.000035848465,0.0005965754,0.0001557975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009875891,0.0003836173,0.000614807,0.0010899496,0.00044569356,0.0018489874,0.00055831653,0.0015879286,0.01036419],"category_scores_gemma":[0.003139157,0.0001274957,0.00077439856,0.0013213872,0.00060998625,0.0014357229,0.00082991057,0.0014842778,0.0016410102],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015473264,0.00005540668,0.0018570407,0.031118201,0.00017930567,0.00028083278,0.00026993547,0.00018452734,0.00052509474,0.0048667416,0.07187687,0.8886313],"study_design_scores_gemma":[0.00004876977,0.00049114344,0.013567348,0.064598516,0.0006298623,0.0017173033,0.0014132634,0.0003533952,0.00053073117,0.0106201125,0.9059701,0.000059375303],"about_ca_topic_score_codex":0.004804091,"about_ca_topic_score_gemma":0.009750491,"teacher_disagreement_score":0.01036419,"about_ca_system_score_codex":0.0009316662,"about_ca_system_score_gemma":0.003973951,"threshold_uncertainty_score":0.034671724},"labels":[],"label_agreement":null},{"id":"W2995689084","doi":"10.2147/nss.s234703","title":"&lt;p&gt;Autonomic Arousals as Surrogates for Cortical Arousals Caused by Respiratory Events: A Methodological Optimization Study in the Diagnosis of Sleep Breathing Disorders&lt;/p&gt;","year":2019,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Polysomnography; Arousal; Respiratory disturbance index; Hypopnea; Heart rate variability; Apnea; Anesthesia; Obstructive sleep apnea; Heart rate; Cardiology; Audiology; Internal medicine; Blood pressure; Psychology; Neuroscience","score_opus":0.03819922481823353,"score_gpt":0.3631231424853514,"score_spread":0.32492391766711787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995689084","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81630397,0.011987217,0.16268888,0.000413611,0.0001717942,0.0046895477,0.00038484775,0.00009297338,0.0032672558],"genre_scores_gemma":[0.9010389,0.00092148344,0.09271743,0.00017357526,0.00011644216,0.0041063153,0.00039083385,0.00005263778,0.00048251],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.95047164,0.03705625,0.005648731,0.003090985,0.0034449906,0.0002873207],"domain_scores_gemma":[0.9343904,0.04147439,0.011655866,0.005159878,0.0067924876,0.00052694284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06979715,0.00067313504,0.0006962492,0.0011892199,0.00064611,0.0016207318,0.0007329569,0.00064308255,0.0010027459],"category_scores_gemma":[0.08448495,0.0003182231,0.0014193875,0.0014112648,0.0010556399,0.0006063802,0.0013175952,0.00046339713,0.00020475528],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014792307,0.0008831453,0.7406118,0.0031778459,0.0041430937,0.0002641945,0.0021456168,0.003432615,0.017058702,0.0017079386,0.0006950532,0.2110876],"study_design_scores_gemma":[0.0017378154,0.023319066,0.9077459,0.0010623118,0.0074060643,0.002177742,0.0012051326,0.031160146,0.014245873,0.0022753587,0.007495409,0.00016910989],"about_ca_topic_score_codex":0.0012443608,"about_ca_topic_score_gemma":0.0014895202,"teacher_disagreement_score":0.06979715,"about_ca_system_score_codex":0.0009854345,"about_ca_system_score_gemma":0.0015153108,"threshold_uncertainty_score":0.36912704},"labels":[],"label_agreement":null},{"id":"W3003145064","doi":"10.2147/nss.s221472","title":"&lt;p&gt;Cross-Sectional Survey of Sleep Practices of Australian University Students&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sleep (system call); Medicine; Sleep hygiene; Perception; Cross-sectional study; Mental health; Association (psychology); Cognition; Gerontology; Medical education; Sleep quality; Psychiatry; Psychology","score_opus":0.031050917315143187,"score_gpt":0.345061660890986,"score_spread":0.3140107435758428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003145064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99902916,0.00002389283,0.00003916162,0.000065049666,0.0000021501291,0.000040325172,0.00031146928,0.0000032337405,0.00048559872],"genre_scores_gemma":[0.99827814,0.000089305424,0.00022023852,0.00012673496,0.0000037589411,0.00007640963,0.00032444487,0.0000019639522,0.00087892625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99938095,0.00014955312,0.000075578784,0.00007661758,0.00018915927,0.00012815377],"domain_scores_gemma":[0.9980063,0.00015861724,0.0006026777,0.00010050089,0.00053913303,0.000592665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010726281,0.00019615458,0.00029140367,0.0008251246,0.0009855387,0.0005990954,0.0004149875,0.0005114829,0.002189744],"category_scores_gemma":[0.0020783264,0.00044780286,0.0002539728,0.0011494057,0.00042309452,0.00049415225,0.0008134391,0.0008196918,0.0010081092],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049046117,0.00022769671,0.9923855,0.000058344387,0.000018955941,0.0000607133,0.0025789205,0.000021857852,0.00051959354,0.000018459914,0.00058279186,0.0034781045],"study_design_scores_gemma":[0.0000026226032,0.00018311867,0.99736196,0.000011011413,0.000004986889,0.000045290093,0.0019383463,0.00006490068,0.000056131357,0.0000058020864,0.00032175556,0.000004099061],"about_ca_topic_score_codex":0.09876264,"about_ca_topic_score_gemma":0.13062337,"teacher_disagreement_score":0.09876264,"about_ca_system_score_codex":0.0012399453,"about_ca_system_score_gemma":0.0014784801,"threshold_uncertainty_score":0.19637555},"labels":[],"label_agreement":null},{"id":"W3007170843","doi":"10.2147/nss.s237267","title":"&lt;p&gt;Sleep Duration Is Associated with Academic Achievement of Adolescent Girls in Mathematics&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Medicine; Socioeconomic status; Sleep (system call); Academic achievement; Demography; Pediatrics; Developmental psychology; Psychology; Population; Environmental health","score_opus":0.012432550745746982,"score_gpt":0.27237211269764505,"score_spread":0.25993956195189805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007170843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9996543,0.000051250816,0.000020491772,0.000011308066,0.0000018867746,0.0000016750478,0.00009739451,0.0000014727746,0.00016026032],"genre_scores_gemma":[0.9995603,0.000041303087,0.00003916682,0.000004856296,0.0000024723804,0.0000035641074,0.00012120843,0.0000015864605,0.00022547378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998443,0.000027254202,0.000022817976,0.000037513182,0.00003776668,0.000030309879],"domain_scores_gemma":[0.9985362,0.0001492003,0.0009441777,0.000049038626,0.00009675946,0.00022455881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030441413,0.00019645986,0.0001670631,0.0004098131,0.00022009686,0.00044469204,0.0002494515,0.00022373613,0.0022354682],"category_scores_gemma":[0.0014423878,0.00015932429,0.00018056903,0.00034237668,0.0002196541,0.00020746273,0.0003341419,0.0003198915,0.0003162665],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007566714,0.000041187956,0.9981067,0.0000067779256,0.000017011922,0.000026580192,0.000094885145,0.000011440636,0.0004570826,0.0000084641215,0.000032596716,0.0011217134],"study_design_scores_gemma":[0.0000010973038,0.00003285654,0.999752,0.0000015422221,0.0000034180275,0.00003791331,0.000057932255,0.00002168568,0.000054930606,0.0000026638013,0.00003349733,4.3603626e-7],"about_ca_topic_score_codex":0.006119758,"about_ca_topic_score_gemma":0.009462212,"teacher_disagreement_score":0.006119758,"about_ca_system_score_codex":0.00018701494,"about_ca_system_score_gemma":0.00018310346,"threshold_uncertainty_score":0.012168288},"labels":[],"label_agreement":null},{"id":"W3017134005","doi":"10.2147/nss.s226834","title":"&lt;p&gt;The Relationship of Sleep Duration with Ethnicity and Chronic Disease in a Canadian General Population Cohort&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Women's College Hospital; University Health Network","funders":"","keywords":"Medicine; Ethnic group; Demography; Cohort; Sleep (system call); Population; Cohort study; Univariate analysis; Gerontology; Multivariate analysis; Internal medicine; Environmental health","score_opus":0.011056126698353992,"score_gpt":0.26898655542457167,"score_spread":0.2579304287262177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017134005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98926556,0.00055981113,0.00012319465,0.00033439332,0.000015395623,0.00006742042,0.0077170436,0.000013887962,0.0019033252],"genre_scores_gemma":[0.9943954,0.00041530494,0.00025227285,0.00014272118,0.000010556001,0.000041177424,0.0039944663,0.0000062057834,0.0007420027],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993568,0.00004260446,0.000036145862,0.00013220613,0.0002110767,0.00022116069],"domain_scores_gemma":[0.99859935,0.000060551636,0.00021179391,0.00007885178,0.0006974555,0.00035202556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010378986,0.00041847484,0.00039655116,0.0013626829,0.0024314842,0.0009751428,0.0009974065,0.00048986013,0.0021985446],"category_scores_gemma":[0.0017740779,0.0003406834,0.0007859257,0.0031708241,0.0005136918,0.00040576793,0.00068843516,0.00068034715,0.00026761292],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063376305,0.00002299735,0.9966948,0.000024176225,0.00006799291,0.000043795404,0.00021745701,0.00003315695,0.00010578731,0.00004210116,0.0010910733,0.0015932551],"study_design_scores_gemma":[0.0000057694665,0.000012251561,0.9993119,0.000009522881,0.000020346382,0.00002345851,0.00020400797,0.00012456541,0.000012439001,0.000008754626,0.00026205336,0.000004831312],"about_ca_topic_score_codex":0.98946065,"about_ca_topic_score_gemma":0.98958874,"teacher_disagreement_score":0.011415513,"about_ca_system_score_codex":0.011415513,"about_ca_system_score_gemma":0.015392527,"threshold_uncertainty_score":0.08282572},"labels":[],"label_agreement":null},{"id":"W3031905635","doi":"10.2147/nss.s231484","title":"&lt;p&gt;Experienced Demand Does Not Affect Subsequent Sleep and the Cortisol Awakening Response&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"Northumbria University","keywords":"Sleep (system call); Cortisol awakening response; Medicine; Polysomnography; Anxiety; Stressor; Affect (linguistics); Anticipation (artificial intelligence); Sleep deprivation; Sleep onset; Cognition; Audiology; Effects of sleep deprivation on cognitive performance; Circadian rhythm; Internal medicine; Psychology; Clinical psychology; Hydrocortisone; Insomnia; Psychiatry; Electroencephalography","score_opus":0.009542295222455085,"score_gpt":0.27631287323130993,"score_spread":0.26677057800885484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3031905635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995234,0.000054968194,0.000059302638,0.000018068527,0.000008106927,0.000007478508,0.00007746105,0.0000033300475,0.00024782075],"genre_scores_gemma":[0.99917716,0.00003960735,0.00007364575,0.000031887284,0.000010847862,0.000015601208,0.00018058848,0.0000031399727,0.0004674626],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99993694,0.000008825029,0.0000055804976,0.000016516673,0.000015748858,0.00001633537],"domain_scores_gemma":[0.9995757,0.00006389509,0.00011996026,0.000044297092,0.000031665793,0.00016443759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011601433,0.0002227077,0.00020931174,0.00007205755,0.00014648952,0.00028855086,0.00010862727,0.0001920606,0.003115481],"category_scores_gemma":[0.00051952293,0.00013304244,0.00012636042,0.000051318442,0.00022426172,0.00014776122,0.0002481688,0.00029733215,0.00037808565],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04783436,0.0034765804,0.2941782,0.0003556994,0.00026851968,0.0009191293,0.00057688105,0.00019485684,0.6115174,0.00007697926,0.0010345497,0.039566923],"study_design_scores_gemma":[0.00013459838,0.0062309015,0.9849777,0.000007871269,0.00003091617,0.00032122678,0.00012971657,0.00024125293,0.0074532568,0.000039255323,0.0004260824,0.0000070909787],"about_ca_topic_score_codex":0.0010927098,"about_ca_topic_score_gemma":0.0016714105,"teacher_disagreement_score":0.003115481,"about_ca_system_score_codex":0.00011891808,"about_ca_system_score_gemma":0.00015929861,"threshold_uncertainty_score":0.010422289},"labels":[],"label_agreement":null},{"id":"W3037427304","doi":"10.2147/nss.s251743","title":"&lt;p&gt;Impact of Mandatory Wake Time on Sleep Timing, Sleep Quality and Rest-Activity Cycle in College and University Students Complaining of a Delayed Sleep Schedule: An Actigraphy Study&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Canadian Sleep & Circadian Network; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Université de Montréal","keywords":"Actigraphy; Medicine; Morning; Sleep (system call); Circadian rhythm; Bedtime; Schedule; Sleep onset; Duration (music); Insomnia; Audiology; Physical therapy; Psychiatry; Internal medicine","score_opus":0.022548183625213738,"score_gpt":0.3341497201930564,"score_spread":0.3116015365678427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037427304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9999193,0.000015749541,0.000011477118,0.000002893414,0.0000012584891,0.0000041892945,0.000008245258,5.4818327e-7,0.000036362235],"genre_scores_gemma":[0.9998092,0.00001568396,0.000040808038,0.0000097906695,0.000003740268,0.000006470701,0.000027519538,6.535718e-7,0.00008620026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997944,0.0000351604,0.000022930204,0.000043576838,0.00004889193,0.0000551623],"domain_scores_gemma":[0.9991437,0.0001291009,0.0002599809,0.0000504992,0.00008577588,0.00033093002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032208534,0.0003034446,0.00026957964,0.0005569084,0.00042183016,0.00041034908,0.0002226472,0.00038101102,0.0015844542],"category_scores_gemma":[0.0010439283,0.0002441888,0.00035224328,0.00036510814,0.0003502756,0.00024676236,0.00040247905,0.00038194054,0.00020463271],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019300577,0.00130996,0.98424834,0.000038840455,0.00007351732,0.00025981636,0.0008110926,0.000026732487,0.004307763,0.000009457313,0.00005707876,0.0069273757],"study_design_scores_gemma":[0.000027747981,0.0017140207,0.9972385,0.0000023264029,0.000020439309,0.00019150398,0.00046713816,0.000058214457,0.00022408417,0.0000045469637,0.00004832453,0.0000032760204],"about_ca_topic_score_codex":0.003910148,"about_ca_topic_score_gemma":0.005444896,"teacher_disagreement_score":0.003910148,"about_ca_system_score_codex":0.00029209544,"about_ca_system_score_gemma":0.00025378424,"threshold_uncertainty_score":0.0077747703},"labels":[],"label_agreement":null},{"id":"W3042317981","doi":"10.2147/nss.s258276","title":"&lt;p&gt;The Evaluation of Autonomic Arousals in Scoring Sleep Respiratory Disturbances with Polysomnography and Portable Monitor Devices: A Proof of Concept Study&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal; Hôtel-Dieu de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Polysomnography; Sleep (system call); Sleep medicine; Sleep apnea syndromes; Cardiology; Anesthesia; Insomnia; Apnea; Sleep disorder; Psychiatry","score_opus":0.02389915998147712,"score_gpt":0.2886814524930225,"score_spread":0.2647822925115454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042317981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.906104,0.0013865861,0.08221235,0.00066325965,0.000343605,0.006899638,0.000662045,0.00024856636,0.0014798003],"genre_scores_gemma":[0.8052705,0.001183107,0.18072486,0.00082870334,0.00038922118,0.008393435,0.0013138158,0.00010579598,0.0017905139],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99681985,0.0016884754,0.00012738457,0.00030339143,0.0008884582,0.00017239324],"domain_scores_gemma":[0.9966619,0.001106188,0.00065357843,0.00024438053,0.0008755,0.0004584952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007614888,0.0009417757,0.0006319107,0.00042516156,0.00028539766,0.00095493917,0.0011670686,0.0011384544,0.0018114919],"category_scores_gemma":[0.0039098267,0.00035333214,0.0008704305,0.0002640943,0.00088635745,0.0011439251,0.0007888099,0.00078329095,0.00050265354],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018917702,0.02842759,0.03051512,0.002037402,0.0008443383,0.0011285185,0.0006547179,0.0028530709,0.78240275,0.001230022,0.0043394393,0.12664934],"study_design_scores_gemma":[0.013247205,0.4663637,0.06713043,0.0003323265,0.0012548201,0.0052547157,0.00064070325,0.034104228,0.39461482,0.0006601285,0.016195074,0.00020176625],"about_ca_topic_score_codex":0.0007199627,"about_ca_topic_score_gemma":0.0004618854,"teacher_disagreement_score":0.007614888,"about_ca_system_score_codex":0.00028620445,"about_ca_system_score_gemma":0.0014990803,"threshold_uncertainty_score":0.04027182},"labels":[],"label_agreement":null},{"id":"W3086696733","doi":"10.2147/nss.s267775","title":"&lt;p&gt;Dysfunction in Automatic Processing of Emotional Facial Expressions in Patients with Obstructive Sleep Apnea Syndrome: An Event-Related Potential Study&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Audiology; Event-related potential; Neurocognitive; Internal medicine; Electrophysiology; Cardiology; Apnea; Correlation; Neuropsychology; Polysomnography; Cognition; Psychiatry","score_opus":0.007622858997526629,"score_gpt":0.2626194091425364,"score_spread":0.25499655014500977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086696733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9996007,0.00009801618,0.00009662273,0.000012097445,0.000003861877,0.000007819902,0.000027271972,0.0000013089909,0.00015233934],"genre_scores_gemma":[0.999716,0.00003948208,0.00009742486,0.000014858783,0.000011184391,0.0000072054117,0.000041635943,6.356804e-7,0.000071481016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999341,0.000012935065,0.000009538847,0.000019800815,0.000011897877,0.000011730285],"domain_scores_gemma":[0.99981576,0.000048381822,0.00006763613,0.000010559155,0.000020748581,0.000037052032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002011497,0.00024859127,0.00018634673,0.00025997616,0.000224938,0.00022732951,0.0001313374,0.00028667226,0.0011638004],"category_scores_gemma":[0.00051850633,0.00009047862,0.0001774779,0.00014181713,0.00021971273,0.00025588856,0.00017100252,0.00023643566,0.00010891966],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020006988,0.0004445334,0.9515728,0.00010568991,0.00012837419,0.003857272,0.0005960428,0.00010081097,0.026734935,0.00008155789,0.00015788156,0.014219461],"study_design_scores_gemma":[0.000028919543,0.00067963783,0.9960593,0.00000432795,0.000036082096,0.002030984,0.00017982953,0.00030426926,0.00050447765,0.000058123438,0.00010981443,0.000004346671],"about_ca_topic_score_codex":0.00057225797,"about_ca_topic_score_gemma":0.0008461733,"teacher_disagreement_score":0.0011638004,"about_ca_system_score_codex":0.00008968541,"about_ca_system_score_gemma":0.00011072273,"threshold_uncertainty_score":0.0038933158},"labels":[],"label_agreement":null},{"id":"W3092644541","doi":"10.2147/nss.s263528","title":"&lt;p&gt;Astroglial Mechanisms Underlying Chronic Insomnia Disorder: A Clinical Study&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Glial cell line-derived neurotrophic factor; Glial fibrillary acidic protein; Medicine; Brain-derived neurotrophic factor; Neurotrophic factors; Montreal Cognitive Assessment; Internal medicine; Polysomnography; Insomnia; Endocrinology; Oncology; Cognition; Psychiatry; Immunohistochemistry; Receptor; Cognitive impairment","score_opus":0.02550063851248889,"score_gpt":0.3393116855278857,"score_spread":0.3138110470153968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092644541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99717677,0.0020957675,0.000084625724,0.00005128631,0.000013263202,0.0000687298,0.00010145155,0.000003301765,0.0004047275],"genre_scores_gemma":[0.99825937,0.00079226214,0.00017471972,0.00009883543,0.000060098413,0.00006701835,0.00023892746,0.000001069303,0.00030779],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999014,0.000015622616,0.000016598877,0.00003080792,0.000017204045,0.00001843408],"domain_scores_gemma":[0.9997024,0.00003915032,0.000103154925,0.000016325574,0.00005021998,0.000088672154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003196354,0.00033532552,0.00036813944,0.0005480037,0.00072246726,0.00034458123,0.00019502184,0.0004146342,0.0013000049],"category_scores_gemma":[0.00042749758,0.00018771955,0.0002553731,0.0004886737,0.0005458978,0.00024155546,0.00033799474,0.00027184238,0.00027336256],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016952296,0.00064362463,0.9804606,0.00033284046,0.0000989427,0.0023639926,0.0005667988,0.000035738973,0.0036801102,0.000045111905,0.00037029354,0.009706763],"study_design_scores_gemma":[0.00016240157,0.0014096843,0.99413764,0.000028972989,0.00005691977,0.003139373,0.0002932823,0.00011165519,0.00012218424,0.00003146737,0.0004997498,0.000006565069],"about_ca_topic_score_codex":0.0032942225,"about_ca_topic_score_gemma":0.004527974,"teacher_disagreement_score":0.0032942225,"about_ca_system_score_codex":0.00028907624,"about_ca_system_score_gemma":0.00055332924,"threshold_uncertainty_score":0.006550133},"labels":[],"label_agreement":null},{"id":"W3096998304","doi":"10.2147/nss.s258471","title":"&lt;p&gt;Glasgow Sleep Effort Scale: Translation, Test, and Evaluation of Psychometric Properties of the Persian Version&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Tehran University of Medical Sciences and Health Services; University of Ottawa","keywords":"Cronbach's alpha; Insomnia; Medicine; Anxiety; Clinical psychology; Physical therapy; Psychiatry; Psychometrics","score_opus":0.020166332990199497,"score_gpt":0.2729648234784962,"score_spread":0.2527984904882967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096998304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.963918,0.0017634975,0.014024775,0.0012623295,0.00040713185,0.0014851659,0.0038366616,0.00034591445,0.01295661],"genre_scores_gemma":[0.95856583,0.0009525271,0.027949689,0.00040450136,0.00011074588,0.0019249688,0.004582895,0.00016632889,0.005342538],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99923944,0.00030560483,0.00010484708,0.00006349013,0.00024368518,0.000042888878],"domain_scores_gemma":[0.9979377,0.00044114373,0.0004110314,0.00023959512,0.000859194,0.00011145152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031832189,0.0005407868,0.00018151742,0.00068652927,0.00027032962,0.0004482831,0.0004462324,0.00023212688,0.00406471],"category_scores_gemma":[0.007138742,0.00013440297,0.00031359642,0.00068245764,0.00044805327,0.00044650323,0.0005305146,0.0004008506,0.0015907767],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011687848,0.00081285764,0.25199175,0.0007152274,0.00013580042,0.0006386621,0.0023635572,0.0010981471,0.013957322,0.0012701204,0.027469408,0.6983785],"study_design_scores_gemma":[0.00046418712,0.0021825868,0.95310587,0.00031040097,0.00009766426,0.0017015552,0.0015042631,0.0027597116,0.0067150206,0.001028368,0.030086426,0.00004386383],"about_ca_topic_score_codex":0.0020229241,"about_ca_topic_score_gemma":0.0022923867,"teacher_disagreement_score":0.00406471,"about_ca_system_score_codex":0.00032843987,"about_ca_system_score_gemma":0.0008840212,"threshold_uncertainty_score":0.016834676},"labels":[],"label_agreement":null},{"id":"W3098408806","doi":"10.2147/nss.s276107","title":"&lt;p&gt;Sleep/Wakefulness Detection Using Tracheal Sounds and Movements&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Natural Sciences and Engineering Research Council of Canada; FedDev Ontario; Ontario Centres of Excellence","keywords":"Wakefulness; Polysomnography; Medicine; Sleep (system call); Apnea; Sleep apnea; Sleep onset; Audiology; Gold standard (test); Anesthesia; Electroencephalography; Internal medicine; Insomnia; Psychiatry; Computer science","score_opus":0.021092091627340513,"score_gpt":0.29968025107449164,"score_spread":0.27858815944715115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3098408806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97077537,0.001920996,0.020602005,0.00015757821,0.00009529597,0.00034689385,0.0008125047,0.00036371156,0.00492564],"genre_scores_gemma":[0.9818257,0.0006075819,0.0145938685,0.00008630915,0.0000537021,0.00015959551,0.00047286862,0.000030855317,0.0021693618],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99963665,0.000098685654,0.000048293547,0.00008518666,0.000104735824,0.000026423038],"domain_scores_gemma":[0.9990798,0.00024247172,0.00025434262,0.0000764239,0.00027084083,0.00007603729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006970851,0.0005582224,0.00028367422,0.0007656694,0.00017248355,0.0004418462,0.00034884328,0.0004711306,0.0032686652],"category_scores_gemma":[0.0017475315,0.00012331153,0.00029532405,0.00028531166,0.00035268633,0.00037930772,0.00032530277,0.00015777891,0.0012299856],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015056974,0.00030637454,0.48024744,0.00078981207,0.0001444628,0.0010267964,0.00041999583,0.00047151736,0.12219345,0.00015822724,0.0033396422,0.38939664],"study_design_scores_gemma":[0.000057875746,0.001357717,0.9612767,0.0001888377,0.00010299585,0.0038502081,0.000380832,0.006915144,0.022468165,0.00018149315,0.0031835414,0.000036567802],"about_ca_topic_score_codex":0.0012497511,"about_ca_topic_score_gemma":0.001852808,"teacher_disagreement_score":0.0032686652,"about_ca_system_score_codex":0.00010763267,"about_ca_system_score_gemma":0.0002281727,"threshold_uncertainty_score":0.01093477},"labels":[],"label_agreement":null},{"id":"W3109864712","doi":"10.2147/nss.s278752","title":"&lt;p&gt;Watch-PAT is Useful in the Diagnosis of Sleep Apnea in Patients with Atrial Fibrillation&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Sleep Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Sleep apnea; Apnea; Cardiology; Internal medicine; Sleep (system call); Anesthesia","score_opus":0.013811304723663332,"score_gpt":0.271879170829511,"score_spread":0.2580678661058477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109864712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956956,0.0007865418,0.00089807523,0.0001591956,0.00004233873,0.00003483087,0.00026898933,0.00004863849,0.0020658055],"genre_scores_gemma":[0.9983864,0.00020718947,0.0010292275,0.000056371442,0.000035290213,0.000012008837,0.00013665948,0.0000028261597,0.00013399463],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997328,0.00007618777,0.000055379012,0.00004429708,0.00006657952,0.000024684683],"domain_scores_gemma":[0.9982679,0.0008394012,0.0004425253,0.000060554696,0.0002204424,0.00016918354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067161315,0.00030639875,0.00023941028,0.000624946,0.00019171479,0.00042868752,0.00016930643,0.00048554697,0.0013821457],"category_scores_gemma":[0.0042597414,0.00014317944,0.00020344928,0.0003219653,0.00017170819,0.000496776,0.0002699518,0.0003210868,0.0005119472],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029090035,0.000022278455,0.9814187,0.00004203157,0.000026869564,0.0004391966,0.00007528515,0.000080960745,0.0021483274,0.000011086106,0.0003236642,0.015120771],"study_design_scores_gemma":[0.000016209015,0.00028845185,0.9938199,0.00003815585,0.000047313904,0.0023488216,0.00013200394,0.0019053362,0.0010272138,0.00004213217,0.00032747842,0.0000069788407],"about_ca_topic_score_codex":0.0008403675,"about_ca_topic_score_gemma":0.0018052557,"teacher_disagreement_score":0.0013821457,"about_ca_system_score_codex":0.00009693887,"about_ca_system_score_gemma":0.00013416096,"threshold_uncertainty_score":0.004623711},"labels":[],"label_agreement":null},{"id":"W3126689115","doi":"10.2147/nss.s278170","title":"Polymorphism of the Serotonin Transporter Gene and the Peripheral 5-Hydroxytryptamine in Obstructive Sleep Apnea: What Do We Know and What are We Looking for? A Systematic Review of the Literature","year":2021,"lang":"en","type":"review","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Serotonin transporter; Serotonin; Medicine; Obstructive sleep apnea; Sleep apnea; Internal medicine; Bioinformatics; Biology","score_opus":0.012775081991770331,"score_gpt":0.3016821391119757,"score_spread":0.28890705712020537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126689115","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00076172565,0.99831104,0.00006187832,0.00028997156,0.0000739076,0.00011990016,0.00027246363,0.000004139624,0.000105074534],"genre_scores_gemma":[0.008669819,0.9899065,0.0002866307,0.00051209284,0.00008817921,0.0002892013,0.00017398283,0.0000027085446,0.00007081008],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9947019,0.0014309199,0.002286345,0.00049387215,0.0008676691,0.00021938155],"domain_scores_gemma":[0.9696162,0.020717578,0.00636284,0.00032611887,0.0026571406,0.0003201721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006650522,0.0014022953,0.011916453,0.012001276,0.00061193254,0.002641011,0.002073715,0.0025310125,0.004551199],"category_scores_gemma":[0.03167355,0.0011084138,0.007663535,0.01362518,0.00091458624,0.0031084865,0.0012705402,0.0010222645,0.00035808742],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011399833,0.000010454138,0.00082770525,0.97316307,0.005377364,0.000100777936,0.00011281933,0.000042225307,0.0001014965,0.00009983817,0.00092979707,0.019120606],"study_design_scores_gemma":[0.00020163531,0.00017344758,0.0056737307,0.90871173,0.07394884,0.00053721084,0.00029163642,0.00006953068,0.00011558322,0.00025543675,0.009980796,0.000040382096],"about_ca_topic_score_codex":0.010516812,"about_ca_topic_score_gemma":0.025371093,"teacher_disagreement_score":0.012001276,"about_ca_system_score_codex":0.0032873112,"about_ca_system_score_gemma":0.012927413,"threshold_uncertainty_score":0.035171747},"labels":[],"label_agreement":null},{"id":"W3128515827","doi":"10.2147/nss.s297872","title":"Does Napping Enhance the Consolidation of Clinically Relevant Information? A Comparison of Individuals with Low and Elevated Depressive Symptoms","year":2021,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Recall; Nap; Medicine; Cognition; Effects of sleep deprivation on cognitive performance; Memory consolidation; Free recall; Depression (economics); Beck Depression Inventory; Audiology; Clinical psychology; Forgetting; Wakefulness; Psychiatry; Psychology; Internal medicine; Electroencephalography; Hippocampus; Cognitive psychology","score_opus":0.005501958577408603,"score_gpt":0.3075316295566708,"score_spread":0.3020296709792622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128515827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99968946,0.0000924453,0.000012771455,0.000011574815,0.000002462388,0.0000068418,0.000030044697,6.6050535e-7,0.00015377918],"genre_scores_gemma":[0.99978834,0.000045078854,0.000025503825,0.000016083219,0.000004132029,0.000004965974,0.00005713569,3.7793492e-7,0.00005844719],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998747,0.000023484416,0.00002275771,0.000028644752,0.000023264423,0.000027086704],"domain_scores_gemma":[0.99945396,0.00010854639,0.00022202735,0.000028162027,0.00005440127,0.00013282738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033701432,0.00022858926,0.00037850166,0.0005178166,0.00025646546,0.000477076,0.00015845028,0.0004190896,0.0010889086],"category_scores_gemma":[0.0015662964,0.00013252281,0.0002899941,0.0002666123,0.00027476545,0.00029221966,0.00029288765,0.0002640248,0.00017360554],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041758153,0.00037334298,0.9819156,0.00005693973,0.00020349369,0.00019561549,0.0006043489,0.000026010403,0.0030909276,0.00001834882,0.00008812062,0.00925138],"study_design_scores_gemma":[0.000031047697,0.00087166985,0.99845433,0.000005183457,0.00003768714,0.00015567704,0.00026530976,0.00003430301,0.00008721572,0.000013917578,0.000041552394,0.0000021890276],"about_ca_topic_score_codex":0.0017021302,"about_ca_topic_score_gemma":0.0031459297,"teacher_disagreement_score":0.0017021302,"about_ca_system_score_codex":0.00016317784,"about_ca_system_score_gemma":0.00011733382,"threshold_uncertainty_score":0.0036427975},"labels":[],"label_agreement":null},{"id":"W3137720996","doi":"10.2147/nss.s286131","title":"Associations Between Transgender Identity, Sleep, Mental Health and Suicidality Among a North American Cohort of College Students","year":2021,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Transgender; Mental health; Anxiety; Mood; Medicine; College health; Clinical psychology; Psychiatry; Depression (economics); Insomnia; Cohort; Psychology; Family medicine","score_opus":0.02306778803535909,"score_gpt":0.3949338362598761,"score_spread":0.371866048224517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137720996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993486,0.000095843614,0.000018502331,0.000067812834,0.000006106736,0.00000732969,0.00016877946,0.0000011068331,0.00028590596],"genre_scores_gemma":[0.9992398,0.00017033696,0.000043093274,0.000085630374,0.000007807833,0.000011433466,0.00024692886,0.0000010523368,0.00019383496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99978405,0.000032747572,0.000018976554,0.000044198416,0.000059416845,0.00006057568],"domain_scores_gemma":[0.9992944,0.000044280863,0.0002373284,0.00004101709,0.00014983653,0.00023306455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039357052,0.00018192928,0.00020574436,0.0006625973,0.0010738474,0.00057555863,0.0002785919,0.0002544949,0.0015015848],"category_scores_gemma":[0.0010669967,0.00018163222,0.00030425223,0.00065952784,0.0002666118,0.00037437244,0.00051909604,0.0005231555,0.00016483644],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010400156,0.000020295553,0.99879754,0.000004506122,0.000011294087,0.000024298104,0.00018381698,0.000004107248,0.000065622844,0.0000060562297,0.00009774138,0.0007743004],"study_design_scores_gemma":[0.0000012021932,0.000020451214,0.99864763,0.000009474351,0.000007151677,0.00007656866,0.0010721891,0.000024586858,0.000015370208,0.0000068497566,0.00011709548,0.0000014581817],"about_ca_topic_score_codex":0.0851087,"about_ca_topic_score_gemma":0.15746184,"teacher_disagreement_score":0.0851087,"about_ca_system_score_codex":0.00046797752,"about_ca_system_score_gemma":0.0010553186,"threshold_uncertainty_score":0.16922665},"labels":[],"label_agreement":null},{"id":"W3162470130","doi":"10.2147/nss.s304035","title":"Sleep Education for Elders Program (SLEEP): Promising Pilot Results of a Virtual, Health Educator-Led, Community-Delivered Sleep Behavior Change Intervention","year":2021,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Nuclear Safety Commission","keywords":"Sleep hygiene; Pittsburgh Sleep Quality Index; Medicine; Sleep (system call); Epworth Sleepiness Scale; Insomnia; Intervention (counseling); Physical therapy; Gerontology; Sleep quality; Polysomnography; Psychiatry","score_opus":0.036654487392324325,"score_gpt":0.38264982173737755,"score_spread":0.34599533434505325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162470130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99775463,0.00009305071,0.00031463793,0.0001315665,0.000026476642,0.00094516,0.00009568207,0.000053249103,0.00058539805],"genre_scores_gemma":[0.98879427,0.00040595917,0.006063895,0.00027370043,0.000062456085,0.0025515456,0.00037997944,0.000011865048,0.00145634],"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.9996815,0.00015450297,0.000019419851,0.000039214738,0.00005259316,0.0000527983],"domain_scores_gemma":[0.99946016,0.00015478757,0.000044542867,0.000028852164,0.000060920054,0.00025072778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012157109,0.00035674032,0.0003017592,0.0003327527,0.00047972298,0.00025124307,0.00047323818,0.00040098417,0.0027299153],"category_scores_gemma":[0.0012184706,0.00014362547,0.0005109064,0.00014860053,0.00025451116,0.00026319717,0.0005596533,0.0005877544,0.00017838369],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026090542,0.31649935,0.040550593,0.0021130226,0.00055086514,0.00049037026,0.0027486787,0.0011142946,0.01959599,0.0001703377,0.002986555,0.58708936],"study_design_scores_gemma":[0.05885339,0.406357,0.51590085,0.00035428797,0.00069539715,0.00038347577,0.0016528617,0.0035515514,0.006955451,0.00023012725,0.0050063035,0.00005931376],"about_ca_topic_score_codex":0.004293146,"about_ca_topic_score_gemma":0.0091028055,"teacher_disagreement_score":0.004293146,"about_ca_system_score_codex":0.0002655438,"about_ca_system_score_gemma":0.0012345456,"threshold_uncertainty_score":0.009132504},"labels":[],"label_agreement":null},{"id":"W3171477654","doi":"10.2147/nss.s306614","title":"EEG Patterns Prior to Motor Activations of Parasomnias: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Nature and Science of Sleep","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Non-rapid eye movement sleep; Parasomnia; Sleepwalking; Medicine; Neuroscience; Electroencephalography; Polysomnography; Audiology; Psychiatry; Sleep disorder; Psychology; Insomnia","score_opus":0.054615863082659345,"score_gpt":0.39252201289588873,"score_spread":0.33790614981322936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171477654","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015312387,0.99710673,0.00015044404,0.00013607842,0.00009699837,0.0002901398,0.0004741412,0.00000831513,0.00020590286],"genre_scores_gemma":[0.032992516,0.96406865,0.0007661645,0.0004697668,0.00014698073,0.00092931726,0.0004830476,0.000008284055,0.00013521544],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99397063,0.0017036434,0.0026452257,0.000564746,0.00093630445,0.00017954763],"domain_scores_gemma":[0.9771149,0.01551212,0.004688661,0.00037569433,0.002107366,0.00020119041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005309996,0.0015760034,0.00797389,0.009041787,0.0005997676,0.0023285279,0.001614667,0.0018406957,0.0048712045],"category_scores_gemma":[0.03344181,0.00095359946,0.009280434,0.008311309,0.0007862456,0.001996975,0.0013657861,0.00096228824,0.00032375363],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022084813,0.000011567818,0.0009493574,0.9703406,0.00773083,0.000099791854,0.00012881712,0.000042267668,0.00009529645,0.00008306666,0.0006287821,0.019668786],"study_design_scores_gemma":[0.00029403737,0.00026160732,0.010273014,0.87118876,0.10757618,0.0006464937,0.00032816682,0.00007335668,0.00017288433,0.00021420704,0.008922371,0.00004892712],"about_ca_topic_score_codex":0.0080772815,"about_ca_topic_score_gemma":0.021116318,"teacher_disagreement_score":0.009041787,"about_ca_system_score_codex":0.002677668,"about_ca_system_score_gemma":0.00861732,"threshold_uncertainty_score":0.028082311},"labels":[],"label_agreement":null},{"id":"W3176842685","doi":"10.2147/nss.s312272","title":"Are Anti-Inflammatory Cytokines Associated with Cognitive Impairment in Patients with Insomnia Comorbid with Depression? A Pilot Study","year":2021,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Anhui Medical University; National Natural Science Foundation of China","keywords":"Medicine; Pittsburgh Sleep Quality Index; Montreal Cognitive Assessment; Internal medicine; Depression (economics); Interleukin; Insomnia; Cognition; Gastroenterology; Cytokine; Psychiatry; Sleep quality; Cognitive impairment","score_opus":0.007212996695189933,"score_gpt":0.2576941969324633,"score_spread":0.2504812002372734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176842685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9994844,0.00020264211,0.000034442008,0.000018886994,0.000007212514,0.00002019471,0.00006348354,0.0000011847782,0.00016735116],"genre_scores_gemma":[0.9994887,0.00008845812,0.000083547515,0.000046604193,0.000027891923,0.000025348458,0.000117954885,4.5463386e-7,0.00012099752],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998472,0.000034896275,0.000020693586,0.000034944496,0.00002586079,0.000036314734],"domain_scores_gemma":[0.99942744,0.00010071448,0.00018951278,0.000032918222,0.00007442556,0.00017490967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034495792,0.00042653343,0.00049998425,0.0005537843,0.00060292275,0.000454275,0.00020483769,0.00049352855,0.0015772517],"category_scores_gemma":[0.0009093648,0.00029623546,0.000401464,0.00044704904,0.00027099464,0.00024639795,0.00029863475,0.00039082326,0.0002515801],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017533855,0.0005076331,0.9942682,0.000033836946,0.00006616826,0.00033779972,0.00018022368,0.000013490106,0.000864346,0.000009324757,0.00007458343,0.001890971],"study_design_scores_gemma":[0.00011199757,0.0015213559,0.99712807,0.000006163392,0.00006450485,0.00059409544,0.00025950692,0.00008187216,0.00006689422,0.000012877527,0.00014875848,0.0000039233587],"about_ca_topic_score_codex":0.0017367027,"about_ca_topic_score_gemma":0.0026228663,"teacher_disagreement_score":0.0017367027,"about_ca_system_score_codex":0.00022769351,"about_ca_system_score_gemma":0.0002960522,"threshold_uncertainty_score":0.0052764416},"labels":[],"label_agreement":null},{"id":"W3183934595","doi":"10.2147/nss.s317201","title":"The Impact of Glycolipid Metabolic Disorders on Severity Stage-Specific Variation of Cardiac Autonomic Function in Obstructive Sleep Apnea: A Data-Driven Clinical Study","year":2021,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Shanghai Jiao Tong University; University of Toronto; Shanghai Municipal Education Commission; National Natural Science Foundation of China","keywords":"Medicine; Obstructive sleep apnea; Internal medicine; Cardiology; Bayesian multivariate linear regression; Heart rate variability; Anthropometry; Heart rate; Linear regression; Blood pressure","score_opus":0.02839660816500698,"score_gpt":0.35849450247689824,"score_spread":0.33009789431189124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183934595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99771166,0.00019929837,0.0012098501,0.000036282992,0.000006758709,0.00006214565,0.00063215394,0.000009631628,0.0001322893],"genre_scores_gemma":[0.9972241,0.000066911954,0.0008805495,0.00002311681,0.000012919362,0.00008090064,0.0016299149,0.00000574253,0.00007585582],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976199,0.001304019,0.00020749196,0.00049289706,0.0002686052,0.0001069804],"domain_scores_gemma":[0.99267817,0.003712251,0.0013949927,0.0009517856,0.000816703,0.00044606059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056369803,0.0004538837,0.00066490244,0.00067994074,0.0003647048,0.00082235347,0.0005969327,0.0005361982,0.0009333027],"category_scores_gemma":[0.0092667,0.0002493252,0.0012600524,0.0008394367,0.00036636787,0.0005764925,0.00060316327,0.000509509,0.00018086334],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021940551,0.000272161,0.98865825,0.00009189259,0.0006210803,0.000123369,0.00017849317,0.0011065388,0.00049950083,0.000087242945,0.00022581453,0.0059417235],"study_design_scores_gemma":[0.00008971358,0.001773356,0.9767506,0.000033165263,0.0004186044,0.00032458923,0.0002958464,0.019121252,0.0003938088,0.00017446734,0.00059717265,0.000027291439],"about_ca_topic_score_codex":0.0018204248,"about_ca_topic_score_gemma":0.0021552192,"teacher_disagreement_score":0.0056369803,"about_ca_system_score_codex":0.0003829786,"about_ca_system_score_gemma":0.00059231295,"threshold_uncertainty_score":0.029811502},"labels":[],"label_agreement":null},{"id":"W3193668782","doi":"10.2147/nss.s320664","title":"Artificial Intelligence Analysis of Mandibular Movements Enables Accurate Detection of Phasic Sleep Bruxism in OSA Patients: A Pilot Study","year":2021,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Temporomandibular Joint Disorders","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"National Institute on Aging; National Institutes of Health; Agence Nationale de la Recherche; Fondation Université Grenoble Alpes; National Heart, Lung, and Blood Institute; University of Missouri","keywords":"Medicine; Receiver operating characteristic; Polysomnography; Sleep Bruxism; Masticatory force; Chin; Confidence interval; Electromyography; Physical medicine and rehabilitation; Apnea; Orthodontics; Internal medicine","score_opus":0.03591969668698066,"score_gpt":0.3716624602120972,"score_spread":0.33574276352511656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193668782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99896693,0.00005019816,0.00076773483,0.000013415793,0.0000031549885,0.00002925342,0.000027483562,0.0000073387937,0.00013453608],"genre_scores_gemma":[0.99869365,0.000036228797,0.0010778867,0.000010136463,0.000009245671,0.000017429462,0.0000677806,0.0000015113957,0.00008611418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997471,0.00010821745,0.000019252468,0.00005057024,0.00004921614,0.00002561541],"domain_scores_gemma":[0.99939144,0.00029541794,0.00006657222,0.000062126266,0.000115458184,0.0000690025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000876775,0.00032703136,0.0003196162,0.00034414904,0.00018804487,0.00026353565,0.00017356202,0.0002568286,0.00070144073],"category_scores_gemma":[0.0020535053,0.00011328967,0.00036941635,0.00015539434,0.00020429818,0.00015218691,0.00025650117,0.00023693034,0.00015504283],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050039897,0.0025242348,0.81674075,0.00014218246,0.00023392301,0.00046251982,0.000523939,0.0031958397,0.04929439,0.00008050104,0.00023469281,0.121563144],"study_design_scores_gemma":[0.00015123811,0.010365168,0.9503295,0.000011957172,0.00012978366,0.00069095806,0.00021294456,0.033357944,0.0042800135,0.000065062086,0.00039188133,0.000013601723],"about_ca_topic_score_codex":0.0012923552,"about_ca_topic_score_gemma":0.0011472179,"teacher_disagreement_score":0.0012923552,"about_ca_system_score_codex":0.00016927479,"about_ca_system_score_gemma":0.00019705853,"threshold_uncertainty_score":0.0046368837},"labels":[],"label_agreement":null},{"id":"W3195124785","doi":"10.2147/nss.s313891","title":"Objectively Measured Sleep Characteristics and Incidence of Ischemic Stroke: The Sleep Heart Health Study","year":2021,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Xi’an Jiaotong University; York University; Strong; University of Washington; Johns Hopkins University; National Heart, Lung, and Blood Institute; Brigham and Women's Hospital; University of Minnesota; Case Western Reserve University","keywords":"Medicine; Quartile; Hazard ratio; Stroke (engine); Proportional hazards model; Incidence (geometry); Polysomnography; Sleep onset; Sleep (system call); Internal medicine; Confidence interval; Cardiology; Physical therapy; Insomnia; Psychiatry","score_opus":0.011137018862168911,"score_gpt":0.30062196395301266,"score_spread":0.28948494509084377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195124785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966564,0.00089819037,0.00013508672,0.000058926053,0.000010247002,0.00002801702,0.0018926897,0.0000046995424,0.00031574143],"genre_scores_gemma":[0.9977182,0.0002899918,0.00009906412,0.000026494441,0.000018222792,0.000027185511,0.0016105247,0.0000023378286,0.00020799703],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99958426,0.0001501554,0.000059426053,0.00008709352,0.00006783406,0.00005126531],"domain_scores_gemma":[0.9987662,0.00012741804,0.0006874373,0.00009952888,0.00014673198,0.00017276297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010926422,0.00034979155,0.00034997417,0.0005419238,0.00028072894,0.0005246884,0.0004069859,0.00044898983,0.00080384465],"category_scores_gemma":[0.0016414854,0.00033764206,0.00053130754,0.0010123376,0.00016864376,0.00036387565,0.00044273285,0.0005562405,0.00018040347],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016369994,0.000042987707,0.99871874,0.000016113734,0.00026209973,0.00002181251,0.00003431249,0.000033177068,0.00007157908,0.0000076670385,0.0001101386,0.0005176438],"study_design_scores_gemma":[0.0000124171665,0.0000497281,0.99971205,0.000004522308,0.000037971644,0.000035686877,0.000023227409,0.00005710535,0.0000081286735,0.000005224605,0.00005261313,0.0000014051122],"about_ca_topic_score_codex":0.006635959,"about_ca_topic_score_gemma":0.009656038,"teacher_disagreement_score":0.006635959,"about_ca_system_score_codex":0.00021433749,"about_ca_system_score_gemma":0.00026451738,"threshold_uncertainty_score":0.01319468},"labels":[],"label_agreement":null},{"id":"W3196390997","doi":"10.2147/nss.s322426","title":"Electroencephalographic Activity and Cognitive Function in Middle-Aged Patients with Obstructive Sleep Apnea Before and After Continuous Positive Airway Pressure Treatment","year":2021,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Second Affiliated Hospital of Soochow University; Soochow University; National Natural Science Foundation of China","keywords":"Medicine; Pittsburgh Sleep Quality Index; Polysomnography; Epworth Sleepiness Scale; Obstructive sleep apnea; Continuous positive airway pressure; Electroencephalography; Montreal Cognitive Assessment; Apnea; Anesthesia; Sleep apnea; Cardiology; Internal medicine; Physical therapy; Insomnia; Sleep quality; Cognitive impairment; Psychiatry","score_opus":0.004593819552317208,"score_gpt":0.23352824899778618,"score_spread":0.22893442944546896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196390997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991916,0.00042045847,0.000026959044,0.000015287771,0.000009876724,0.00000454894,0.000056277404,0.0000017709544,0.00027321727],"genre_scores_gemma":[0.9996736,0.000106780855,0.000022588601,0.000018420058,0.000014583852,0.000004083569,0.000083365005,3.6778488e-7,0.00007623675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998647,0.000024011855,0.000020920117,0.000023852093,0.000038115315,0.000028312963],"domain_scores_gemma":[0.9996505,0.000050222352,0.00012187568,0.000014525273,0.000046461195,0.00011637469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016089814,0.0003044272,0.00037615938,0.0005645741,0.0002980454,0.00031989973,0.00011079728,0.00028871678,0.00065612706],"category_scores_gemma":[0.00084782706,0.00009465675,0.00034449846,0.00039814075,0.0001372935,0.00019202103,0.0001487074,0.00027205292,0.00012262136],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081206486,0.000211793,0.99282634,0.000022827226,0.00013440203,0.00043136603,0.00012816123,0.000034248416,0.0013731525,0.0000068457975,0.00006670282,0.0039519886],"study_design_scores_gemma":[0.000007799756,0.00031351784,0.9992711,0.0000022077443,0.000023163399,0.000212291,0.00005780061,0.00002884558,0.00003471016,0.0000043302734,0.00004274711,0.0000015708252],"about_ca_topic_score_codex":0.0019140572,"about_ca_topic_score_gemma":0.0025322468,"teacher_disagreement_score":0.0019140572,"about_ca_system_score_codex":0.0001673611,"about_ca_system_score_gemma":0.0001378188,"threshold_uncertainty_score":0.0038058758},"labels":[],"label_agreement":null},{"id":"W3201168046","doi":"10.2147/nss.s324142","title":"How our Dreams Changed During the COVID-19 Pandemic: Effects and Correlates of Dream Recall Frequency - a Multinational Study on 19,355 Adults","year":2021,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; University of Toronto; Institut Universitaire en Santé Mentale de Québec; Canada Research Chairs; University Health Network","funders":"","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Dream; 2019-20 coronavirus outbreak; Recall; Multinational corporation; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Internal medicine; Outbreak; Cognitive psychology; Disease; Law; Infectious disease (medical specialty); Neuroscience","score_opus":0.03467092865197647,"score_gpt":0.32760857047386843,"score_spread":0.29293764182189197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201168046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99801123,0.00028147176,0.000051429088,0.00007419729,0.000005689812,0.00002392019,0.0012686715,0.000002382072,0.00028091183],"genre_scores_gemma":[0.9984837,0.00022399986,0.00008444686,0.00007010518,0.000006053368,0.000029804676,0.0008959307,0.0000021168578,0.00020394058],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994499,0.00020471167,0.00009142106,0.000107621156,0.0000675698,0.00007876871],"domain_scores_gemma":[0.9981184,0.00029392948,0.0009929519,0.00016837279,0.00018303852,0.00024345685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013181983,0.00025546536,0.0003344635,0.00049818266,0.00060253555,0.0006557307,0.00045635962,0.00042332185,0.0013456765],"category_scores_gemma":[0.0030571262,0.0003901433,0.0007721514,0.00087543356,0.00038470243,0.0008450328,0.001264254,0.0006148375,0.00028982022],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005665149,0.000030156094,0.99826956,0.000026385142,0.000039452712,0.000018153985,0.0005300181,0.000013204812,0.000056030956,0.0000064803908,0.00013648109,0.0008174398],"study_design_scores_gemma":[0.0000025706618,0.00005927371,0.9985728,0.00001785491,0.000010703046,0.000045697452,0.001119889,0.00003165204,0.000012370885,0.000003718631,0.00012056647,0.000002804166],"about_ca_topic_score_codex":0.027017053,"about_ca_topic_score_gemma":0.03518836,"teacher_disagreement_score":0.027017053,"about_ca_system_score_codex":0.00041183672,"about_ca_system_score_gemma":0.0003879161,"threshold_uncertainty_score":0.05371958},"labels":[],"label_agreement":null},{"id":"W3204669260","doi":"10.2147/nss.s327365","title":"Social Jetlag Changes During the COVID-19 Pandemic as a Predictor of Insomnia – A Multi-National Survey Study","year":2021,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Western Hospital; Université Laval; University Health Network; Institut Universitaire en Santé Mentale de Québec","funders":"Peking University; Diabetesfonden; Peking University People's Hospital; Svenska Sällskapet för Medicinsk Forskning; Vetenskapsrådet; Insamlingsstiftelsen Diabetes Wellness Network Sverige; Novo Nordisk Fonden; Swedish Cancer Foundation","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Insomnia; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Social media; Family medicine; Psychiatry; Internal medicine; Virology; Outbreak; Disease; Infectious disease (medical specialty); World Wide Web","score_opus":0.053992479331123056,"score_gpt":0.3812156464693247,"score_spread":0.32722316713820165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204669260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990834,0.0000978284,0.000062801235,0.000029416246,0.000004638976,0.0000139395415,0.00051385304,0.0000017915469,0.0001923432],"genre_scores_gemma":[0.9991715,0.00007720217,0.0000768874,0.000023117178,0.0000060262737,0.000021158861,0.0005196454,0.0000013933892,0.00010299921],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99949086,0.00018996833,0.000079683145,0.0000896748,0.00007520723,0.00007453157],"domain_scores_gemma":[0.99855894,0.00013955889,0.0007523251,0.000118877084,0.00014506404,0.00028525642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087270344,0.00021703022,0.00027504092,0.00062765926,0.00042948083,0.00047031575,0.00038769504,0.00049311307,0.001026045],"category_scores_gemma":[0.0016009917,0.0003667757,0.00055937865,0.000963032,0.00018586122,0.00047547524,0.0007543004,0.0006322339,0.00022076776],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027439188,0.000023222401,0.99945074,0.0000076032265,0.00003725702,0.000014889646,0.00008162157,0.000009529765,0.000087869485,0.0000033062945,0.000035144458,0.00022128044],"study_design_scores_gemma":[0.0000010452911,0.000031199175,0.999701,0.0000028477818,0.000006002691,0.000021287864,0.00015426952,0.000043615342,0.0000060851485,0.0000017392825,0.000029773926,0.0000011895665],"about_ca_topic_score_codex":0.009710856,"about_ca_topic_score_gemma":0.016082473,"teacher_disagreement_score":0.009710856,"about_ca_system_score_codex":0.0002520348,"about_ca_system_score_gemma":0.0002709582,"threshold_uncertainty_score":0.019308627},"labels":[],"label_agreement":null},{"id":"W3205721463","doi":"10.2147/nss.s326151","title":"Sleep and Second-Language Acquisition Revisited: The Role of Sleep Spindles and Rapid Eye Movements","year":2021,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Medicine; Sleep (system call); Sleep spindle; Eye movement; Non-rapid eye movement sleep; Rapid eye movement sleep; Audiology; Neuroscience; Ophthalmology; Psychology","score_opus":0.009281104995374647,"score_gpt":0.28265543450067365,"score_spread":0.273374329505299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205721463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98436856,0.012573177,0.0010311808,0.00047197394,0.000030969502,0.000019759502,0.00013800639,0.0000144714095,0.0013518406],"genre_scores_gemma":[0.9961176,0.0029015306,0.00033636857,0.00007413113,0.000044990036,0.000012120516,0.000064768974,0.0000024804654,0.0004460018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99994624,0.000012902893,0.0000048868696,0.000017081105,0.0000099451045,0.000009044513],"domain_scores_gemma":[0.9994636,0.00013283538,0.00028955232,0.000016307999,0.00005756247,0.000040182553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026728524,0.000298874,0.00021591359,0.00030754012,0.00011457959,0.00034644958,0.00014066871,0.00024020023,0.0013941295],"category_scores_gemma":[0.0005369073,0.00007687629,0.00014973557,0.00027013203,0.00047119326,0.00029162047,0.00022343468,0.00029054758,0.00008737301],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002497111,0.00040298005,0.61204445,0.001709122,0.00042165339,0.001677195,0.003716441,0.0008567034,0.19205587,0.0012000176,0.0007289618,0.1826895],"study_design_scores_gemma":[0.000008945771,0.00039604938,0.99657637,0.000063340434,0.00002552353,0.00034614102,0.00040958833,0.00016986867,0.0012009562,0.00030922596,0.0004884798,0.000005444404],"about_ca_topic_score_codex":0.001846205,"about_ca_topic_score_gemma":0.003720305,"teacher_disagreement_score":0.001846205,"about_ca_system_score_codex":0.00020618978,"about_ca_system_score_gemma":0.00023911052,"threshold_uncertainty_score":0.004663825},"labels":[],"label_agreement":null},{"id":"W3209238702","doi":"10.2147/nss.s335462","title":"Nomophobia is Associated with Insomnia but Not with Age, Sex, BMI, or Mobile Phone Screen Size in Young Adults","year":2021,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Insomnia; Mobile phone; Medicine; Association (psychology); Phone; Descriptive statistics; Population; Demography; Clinical psychology; Psychiatry; Psychology; Environmental health; Telecommunications","score_opus":0.007274816495664341,"score_gpt":0.26946873593122556,"score_spread":0.2621939194355612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209238702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99860317,0.00046847813,0.000041699644,0.00007749999,0.000011167808,0.000010908794,0.00016956218,0.0000032204691,0.00061430683],"genre_scores_gemma":[0.9996468,0.00011400188,0.000043406206,0.000023519537,0.000007935578,0.00000430553,0.00007328491,6.6557607e-7,0.000086051485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998006,0.00004187729,0.000026892023,0.00004060431,0.00004893454,0.00004099426],"domain_scores_gemma":[0.99909115,0.00009197809,0.0005281316,0.000039750645,0.00008099532,0.00016806308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003391396,0.00018360172,0.00024868894,0.000567027,0.00044240968,0.00032779205,0.00019391986,0.00033371468,0.0027827267],"category_scores_gemma":[0.0014722975,0.00023031713,0.0004227333,0.0004373117,0.00019983982,0.00019496253,0.00030661002,0.00035807138,0.00018110304],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027607875,0.00001469498,0.9989729,0.0000136097515,0.00001654249,0.000044779794,0.000064192864,0.000002684096,0.00014944859,0.0000052546784,0.00004747444,0.0006407617],"study_design_scores_gemma":[8.9067123e-7,0.000022253113,0.9997609,0.0000066282714,0.0000054728343,0.00007370915,0.000072516385,0.000014872054,0.000006859734,0.0000034116424,0.00003188733,6.0480073e-7],"about_ca_topic_score_codex":0.012589684,"about_ca_topic_score_gemma":0.019992275,"teacher_disagreement_score":0.012589684,"about_ca_system_score_codex":0.00022539076,"about_ca_system_score_gemma":0.0003528319,"threshold_uncertainty_score":0.025032818},"labels":[],"label_agreement":null},{"id":"W4200314682","doi":"10.2147/nss.s344842","title":"Frequency‑Specific Regional Homogeneity Alterations and Cognitive Function in Obstructive Sleep Apnea Before and After Short-Term Continuous Positive Airway Pressure Treatment","year":2021,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Superior frontal gyrus; Superior temporal gyrus; Precentral gyrus; Fusiform gyrus; Audiology; Cardiology; Inferior temporal gyrus; Internal medicine; Anesthesia; Temporal lobe; Functional magnetic resonance imaging; Magnetic resonance imaging; Radiology; Epilepsy","score_opus":0.011107995439481854,"score_gpt":0.27672803930364026,"score_spread":0.2656200438641584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200314682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999595,0.00015027807,0.0000490815,0.0000041590006,0.000001865102,0.0000048096545,0.000031618816,0.0000025147742,0.0001605854],"genre_scores_gemma":[0.99978834,0.000040203235,0.000036177687,0.0000036988722,0.00000368796,0.000003888318,0.00005282001,7.6271965e-7,0.000070467155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999933,0.000012163403,0.000008083117,0.000017348822,0.00001656101,0.000012789231],"domain_scores_gemma":[0.9997551,0.000043126973,0.00011138562,0.0000148394665,0.000027562277,0.000047966612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015086187,0.00019371012,0.00024019541,0.00042914998,0.00016279476,0.00017165433,0.000105613406,0.0001745613,0.00060073787],"category_scores_gemma":[0.0005312797,0.00007247558,0.00020033105,0.00019269821,0.00016110984,0.000117269505,0.00013419449,0.0001309917,0.00005980181],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005029846,0.00035670368,0.92666286,0.00009791019,0.00047927018,0.0009758453,0.00045477875,0.00029419357,0.042384613,0.000029322007,0.00010842477,0.023126123],"study_design_scores_gemma":[0.000004082119,0.00019563187,0.99933016,9.188847e-7,0.000018539593,0.00012104943,0.000028479435,0.000051555777,0.00022173092,0.000006451614,0.000020090616,0.000001348206],"about_ca_topic_score_codex":0.0015701491,"about_ca_topic_score_gemma":0.0022696275,"teacher_disagreement_score":0.0015701491,"about_ca_system_score_codex":0.00013327175,"about_ca_system_score_gemma":0.00011135792,"threshold_uncertainty_score":0.0031220317},"labels":[],"label_agreement":null},{"id":"W4206903567","doi":"10.2147/nss.s344299","title":"Nightmares in People with COVID-19: Did Coronavirus Infect Our Dreams?","year":2022,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; University of Toronto; University Health Network","funders":"","keywords":"Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus; Pandemic; Dream","score_opus":0.02885224186852507,"score_gpt":0.338800537524512,"score_spread":0.3099482956559869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206903567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99306834,0.0051417532,0.00009877174,0.00029682904,0.00004267745,0.000019467421,0.0005494077,0.000004324776,0.0007783891],"genre_scores_gemma":[0.99715245,0.0019776432,0.0000956443,0.00009538051,0.000031616302,0.000011552598,0.0004055317,0.0000018690561,0.00022834555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99973863,0.00008256274,0.000034749028,0.000049568578,0.000046709207,0.0000476931],"domain_scores_gemma":[0.9987821,0.00020029288,0.0006626315,0.000054847023,0.00014704978,0.00015316182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058537396,0.0002636025,0.00042786245,0.000517558,0.0005320289,0.0006956576,0.00030752222,0.0004173884,0.0019726595],"category_scores_gemma":[0.0027720162,0.00016080642,0.0003928025,0.00068221154,0.00058949867,0.00068430236,0.0009910752,0.00045333107,0.00018081436],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005418048,0.000050610943,0.97724736,0.0005033494,0.00014833156,0.0004715534,0.0054790014,0.0000369901,0.00076418824,0.00007548161,0.000690957,0.013990472],"study_design_scores_gemma":[0.0000048594648,0.0001469691,0.98948216,0.00010835284,0.000028796776,0.0008538585,0.008331404,0.000033214244,0.00007339348,0.00008465877,0.0008430319,0.000009253782],"about_ca_topic_score_codex":0.0051225647,"about_ca_topic_score_gemma":0.00650467,"teacher_disagreement_score":0.0051225647,"about_ca_system_score_codex":0.00031708105,"about_ca_system_score_gemma":0.00026937178,"threshold_uncertainty_score":0.01018554},"labels":[],"label_agreement":null},{"id":"W4210267665","doi":"10.2147/nss.s336967","title":"Changed Cerebral White Matter Structural Network Topological Characters and Its Correlation with Cognitive Behavioral Abnormalities in Narcolepsy Type 1","year":2022,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Shengjing Hospital; China Medical University","keywords":"Cognition; White matter; Correlation; Narcolepsy; Topology (electrical circuits); Cognitive impairment","score_opus":0.029610791232030247,"score_gpt":0.3054318541403073,"score_spread":0.27582106290827707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210267665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992455,0.00017657917,0.00015030548,0.000023404014,0.0000019402416,0.000006911013,0.00015418525,0.000006077233,0.00023516275],"genre_scores_gemma":[0.99932575,0.000102889935,0.00017103156,0.0000067687265,0.0000039355773,0.000006049167,0.0002485134,0.0000019015497,0.00013318285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999316,0.000009935108,0.000010086194,0.000021283555,0.000016426891,0.000010626235],"domain_scores_gemma":[0.99953246,0.00004476541,0.00030754218,0.00002287484,0.000042810723,0.000049606588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015860883,0.00040834898,0.00019931972,0.0008489661,0.0003113808,0.00031848953,0.0001605328,0.00025687268,0.0015790579],"category_scores_gemma":[0.000794174,0.00012040817,0.00022304518,0.00040812406,0.00025381398,0.000252864,0.0002670822,0.00020346342,0.00011701827],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006138186,0.00009153993,0.97079515,0.000117816795,0.00027124066,0.001085001,0.00039896817,0.0007422259,0.015837897,0.00010182084,0.00025303155,0.009691563],"study_design_scores_gemma":[0.0000038132382,0.00006148523,0.9986181,0.000004466306,0.0000259318,0.00053048745,0.00008086546,0.00027132384,0.0002892712,0.000046069243,0.00006545724,0.0000026492746],"about_ca_topic_score_codex":0.00416661,"about_ca_topic_score_gemma":0.0061769015,"teacher_disagreement_score":0.00416661,"about_ca_system_score_codex":0.00034692104,"about_ca_system_score_gemma":0.00016388108,"threshold_uncertainty_score":0.008284688},"labels":[],"label_agreement":null},{"id":"W4210742741","doi":"10.2147/nss.s345143","title":"Positive Airway Pressure Usage in Youth with Obstructive Sleep Apnea Following Transition to Adult Health Care","year":2022,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of British Columbia Hospital; University of Ottawa; Hospital for Sick Children; University Health Network; University of Toronto","funders":"","keywords":"Obstructive sleep apnea; Positive airway pressure; Health care; Sleep apnea; Continuous positive airway pressure; Airway; MEDLINE","score_opus":0.006761356361014199,"score_gpt":0.2774414239143096,"score_spread":0.2706800675532954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210742741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986987,0.00055554544,0.000029023566,0.00007843189,0.000011441942,0.000012573635,0.00041416267,0.0000027225192,0.0001973064],"genre_scores_gemma":[0.99916494,0.00024331962,0.00004792029,0.00003644836,0.000008438927,0.000013182303,0.00041337675,9.547972e-7,0.000071339826],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993494,0.000105505016,0.00008025174,0.00010707943,0.00016137656,0.0001962465],"domain_scores_gemma":[0.9985135,0.00015900267,0.0007218405,0.000038186958,0.00021808206,0.0003493936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075423456,0.00018099685,0.00035056457,0.00048674695,0.00047793856,0.0006888883,0.00037206936,0.00035254413,0.0009143169],"category_scores_gemma":[0.0033939423,0.00015596837,0.0006533724,0.0009538779,0.00018919913,0.0003534652,0.00057872134,0.0009369538,0.000083516265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045589488,0.00003112959,0.99827266,0.0000143291545,0.00002104625,0.00003317573,0.00011727388,0.000010224805,0.00002233799,0.0000068705035,0.00007331389,0.0013520202],"study_design_scores_gemma":[0.0000016790232,0.000059045306,0.9994948,0.000014913793,0.000016009613,0.000056105935,0.00022803333,0.000053712163,0.000012362436,0.0000041529556,0.00005804303,0.0000011556883],"about_ca_topic_score_codex":0.05599982,"about_ca_topic_score_gemma":0.08182738,"teacher_disagreement_score":0.05599982,"about_ca_system_score_codex":0.000981077,"about_ca_system_score_gemma":0.0012330385,"threshold_uncertainty_score":0.111347735},"labels":[],"label_agreement":null},{"id":"W4212912188","doi":"10.2147/nss.s336795","title":"Timing of Sleep in the Break Between Two Consecutive Night-Shifts: The Effect of Different Strategies on Daytime Sleep and Night-Time Neurobehavioural Function","year":2022,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Central Queensland University","keywords":"Sleep (system call); Daytime; Work (physics); Sleep patterns; Function (biology); Slow-wave sleep","score_opus":0.010882446625702905,"score_gpt":0.28585514190541533,"score_spread":0.2749726952797124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212912188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99953175,0.00016663442,0.000084674844,0.000009657825,0.000012775714,0.000016522301,0.000041128613,0.0000037192353,0.00013318528],"genre_scores_gemma":[0.99837697,0.00015600679,0.0007010949,0.000037179816,0.000020041976,0.000097546515,0.00016641477,0.0000093079225,0.0004354586],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997969,0.00005473927,0.000022602764,0.00005793325,0.00003503156,0.000032685097],"domain_scores_gemma":[0.99915326,0.0002213165,0.00026847929,0.000056732904,0.000048171965,0.00025212378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029697266,0.00045636072,0.00039591867,0.00019454824,0.00016518416,0.00035165445,0.00028081672,0.00032252568,0.0023652797],"category_scores_gemma":[0.0012739695,0.00019040116,0.0002614574,0.00010460571,0.0002026211,0.00017552637,0.0002948888,0.00027011143,0.00025561912],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.20004153,0.010512284,0.17632194,0.0009464887,0.0010221712,0.00038605172,0.000999646,0.00048737373,0.53756034,0.00010308088,0.0004016771,0.07121737],"study_design_scores_gemma":[0.0005950396,0.017691335,0.97453964,0.000030667525,0.00014237949,0.00012520258,0.0002868661,0.0003339025,0.0057199975,0.00004821983,0.00047017843,0.000016634953],"about_ca_topic_score_codex":0.0012180749,"about_ca_topic_score_gemma":0.0030364795,"teacher_disagreement_score":0.0023652797,"about_ca_system_score_codex":0.00022290782,"about_ca_system_score_gemma":0.00020635931,"threshold_uncertainty_score":0.007912695},"labels":[],"label_agreement":null},{"id":"W4223463162","doi":"10.2147/nss.s348978","title":"To Wear or Not Wear the Mask: Decline in Positive Airway Pressure Usage in Children with Sleep Disordered Breathing During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Sickkids Research Institute; Canadian Institutes of Health Research; Hospital for Sick Children","keywords":"Sleep disordered breathing; Positive airway pressure; Pandemic; Coronavirus disease 2019 (COVID-19); Airway; Continuous positive airway pressure; Breathing","score_opus":0.012576065181504644,"score_gpt":0.30261829812233,"score_spread":0.2900422329408253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223463162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99878293,0.00019842226,0.000023296825,0.00007049156,0.0000046025352,0.000008650923,0.00063076534,0.0000024157923,0.00027834045],"genre_scores_gemma":[0.99912864,0.00013505887,0.000051759314,0.000028269598,0.000003921184,0.000010498107,0.00051780866,0.0000013547103,0.00012264481],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995578,0.000050286515,0.000050457147,0.000088829605,0.00010207313,0.00015049994],"domain_scores_gemma":[0.99856573,0.00010832661,0.0008479518,0.000037139318,0.00019463824,0.00024624018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052480114,0.00021482485,0.0002794682,0.0005863472,0.00058761635,0.0007339693,0.00047946972,0.00048720255,0.0010997966],"category_scores_gemma":[0.0020676956,0.00022509247,0.00048866414,0.0010065549,0.0003174982,0.0005604564,0.00064546254,0.0011129905,0.00022730544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020693116,0.00001055657,0.99928695,0.000005013449,0.0000057624875,0.000026711748,0.00015101563,0.000010947927,0.000029282835,0.0000034501425,0.00004899128,0.00040062796],"study_design_scores_gemma":[5.291368e-7,0.000024748399,0.9993812,0.000006037399,0.0000029285022,0.00006902166,0.00041247788,0.000029823103,0.000013056474,0.0000017386415,0.000057209512,0.00000122611],"about_ca_topic_score_codex":0.08135637,"about_ca_topic_score_gemma":0.12502696,"teacher_disagreement_score":0.08135637,"about_ca_system_score_codex":0.001178507,"about_ca_system_score_gemma":0.001049606,"threshold_uncertainty_score":0.16176564},"labels":[],"label_agreement":null},{"id":"W4224222788","doi":"10.2147/nss.s359468","title":"Detection of Common Arrhythmias by the Watch-PAT: Expression of Electrical Arrhythmias by Pulse Recording","year":2022,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Sleep Institute","funders":"","keywords":"Pulse (music); Electrocardiography; Holter monitor; Cardiac arrhythmia; Expression (computer science)","score_opus":0.006784066034243887,"score_gpt":0.25851562173804493,"score_spread":0.25173155570380107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224222788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96989024,0.0013173382,0.026739204,0.00006598803,0.0000437542,0.00011928373,0.000408353,0.0003128569,0.0011030437],"genre_scores_gemma":[0.9754437,0.0004542045,0.023258548,0.000050739975,0.00006424498,0.00005551161,0.00038406052,0.000019325656,0.00026972545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99952674,0.00013673444,0.00006524171,0.0001188664,0.00012231269,0.000030052586],"domain_scores_gemma":[0.99833316,0.0008250193,0.00041275818,0.00010435395,0.00021987603,0.000104775965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076833577,0.00041144688,0.00033476367,0.00083187013,0.00008353108,0.00042140632,0.00025786672,0.00040415945,0.0008113563],"category_scores_gemma":[0.0025406566,0.0001457305,0.00017873595,0.00039774436,0.00020209803,0.00042956683,0.00039727197,0.00026450932,0.000414249],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021485242,0.00016525618,0.7149649,0.00031199475,0.00013287345,0.0007912935,0.00021259255,0.0005926006,0.118494496,0.00008857529,0.0004436585,0.16165322],"study_design_scores_gemma":[0.00008476358,0.002232535,0.9380775,0.000043105712,0.0001538308,0.011810872,0.00011039431,0.014556201,0.031790126,0.00014252623,0.00096606667,0.00003201494],"about_ca_topic_score_codex":0.00014434614,"about_ca_topic_score_gemma":0.00024821068,"teacher_disagreement_score":0.00083187013,"about_ca_system_score_codex":0.00006847665,"about_ca_system_score_gemma":0.000089577545,"threshold_uncertainty_score":0.004063368},"labels":[],"label_agreement":null},{"id":"W4229031729","doi":"10.2147/nss.s359021","title":"Association of Obstructive Apnea with Thoracic Fluid Shift and Small Airways Narrowing in Asthma During Sleep","year":2022,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Public Health Ontario; Toronto Western Hospital; University Health Network; University of Toronto; Toronto General Hospital; Toronto Rehabilitation Institute","funders":"Lung Health Foundation; Reseau canadien de recherche respiratoire; University of Toronto; Canadian Allergy, Asthma and Immunology Foundation","keywords":"Medicine; Obstructive sleep apnea; Asthma; Bioelectrical impedance analysis; Polysomnography; Anesthesia; Cardiology; Thorax (insect anatomy); Internal medicine; Apnea; Apnea–hypopnea index; Sleep apnea; Body mass index; Anatomy","score_opus":0.00761733880591968,"score_gpt":0.2644728703617933,"score_spread":0.2568555315558736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229031729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99935025,0.00029993785,0.00006202816,0.000029859943,0.000007635814,0.0000068512427,0.00003977419,0.0000016964857,0.0002018754],"genre_scores_gemma":[0.9997266,0.000067675064,0.000059598948,0.000014252738,0.000016881262,0.0000049545365,0.00006378302,5.6411164e-7,0.000045623157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99974984,0.00005526779,0.00004030865,0.000048421054,0.00006365452,0.000042485346],"domain_scores_gemma":[0.9986596,0.0003116188,0.0006516352,0.00005153951,0.0000968523,0.00022864534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039238017,0.00021409016,0.00024951404,0.0004590868,0.00027918562,0.00030560783,0.0002482341,0.00055010064,0.0015564122],"category_scores_gemma":[0.0012315941,0.00012503265,0.00023079546,0.00041324185,0.00030159266,0.0002475827,0.00031063153,0.00039390588,0.00012266183],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018449833,0.000037865862,0.9977774,0.0000142735435,0.00002532896,0.000103893806,0.000036090805,0.000016686286,0.0010441081,0.0000058473515,0.000018631947,0.0007354254],"study_design_scores_gemma":[0.0000026358323,0.000118209544,0.9994185,0.0000024358083,0.000011486369,0.00028234752,0.000032266522,0.000055259323,0.000047934325,0.0000058588184,0.000022123499,9.0088906e-7],"about_ca_topic_score_codex":0.0010627776,"about_ca_topic_score_gemma":0.001678407,"teacher_disagreement_score":0.0015564122,"about_ca_system_score_codex":0.00014406521,"about_ca_system_score_gemma":0.00017424337,"threshold_uncertainty_score":0.0052067637},"labels":[],"label_agreement":null},{"id":"W4283753063","doi":"10.2147/nss.s360970","title":"Respiratory Motion and Airflow Estimation During Sleep Using Tracheal Movement and Sound","year":2022,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; North Toronto Eye Care; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Airflow; Movement (music); Sound (geography); Respiratory system; Acoustics; Motion (physics); Sleep (system call); Audiology; Physical medicine and rehabilitation; Anatomy; Artificial intelligence; Mechanical engineering; Engineering; Computer science","score_opus":0.019844942011479353,"score_gpt":0.31472483532532736,"score_spread":0.294879893313848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283753063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8837149,0.0005736132,0.114754744,0.00003397951,0.000022322381,0.00008510053,0.00014043719,0.00018354476,0.0004912859],"genre_scores_gemma":[0.95244557,0.0002917706,0.046220046,0.000020604795,0.000019964093,0.00007229974,0.00027931578,0.000014020596,0.00063645805],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998802,0.000026374688,0.000011583086,0.000046941528,0.000027868648,0.0000069918165],"domain_scores_gemma":[0.9997259,0.0001321401,0.000052034222,0.000017927274,0.000055923043,0.000016032292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032405162,0.0005264028,0.00030841216,0.0005394593,0.00012584121,0.00024455134,0.00020045889,0.0004025449,0.0006047895],"category_scores_gemma":[0.0013960454,0.00013317863,0.00034393143,0.00018926157,0.00013014446,0.00019580495,0.00018514223,0.00012851146,0.00021728572],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013918536,0.00033105645,0.2286773,0.00050769147,0.00029886997,0.0003178096,0.00040438244,0.03776257,0.15307511,0.00028196583,0.0005073466,0.57644403],"study_design_scores_gemma":[0.000105462444,0.0014754416,0.5293063,0.00007732645,0.00026411744,0.0013269956,0.00020934775,0.44092968,0.024749313,0.0003051922,0.00119664,0.000054120657],"about_ca_topic_score_codex":0.0018606563,"about_ca_topic_score_gemma":0.002664149,"teacher_disagreement_score":0.0018606563,"about_ca_system_score_codex":0.00011979272,"about_ca_system_score_gemma":0.00022237776,"threshold_uncertainty_score":0.00369972},"labels":[],"label_agreement":null},{"id":"W4283811354","doi":"10.2147/nss.s363211","title":"Longitudinal Associations Between Sleep Habits, Screen Time and Overweight, Obesity in Preschool Children","year":2022,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Toronto; BC Children's Hospital; McMaster University; University of Manitoba; Public Health Ontario; University of British Columbia; Hospital for Sick Children; Children's Hospital of Winnipeg; Western University","funders":"","keywords":"Bedtime; Medicine; Overweight; Screen time; Obesity; Pediatrics; Longitudinal study; Cohort; Odds ratio; Nocturnal; Body mass index; Demography; Cohort study; Internal medicine","score_opus":0.006645484798608416,"score_gpt":0.25974489084106406,"score_spread":0.2530994060424556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283811354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969799,0.0012290668,0.00017796966,0.000067044384,0.000006734367,0.0000050110134,0.0013574896,0.000010127159,0.00016668315],"genre_scores_gemma":[0.99730897,0.0005419606,0.00031005827,0.000018679995,0.0000044519006,0.000012567759,0.0016082628,0.0000027328565,0.00019244614],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99975437,0.000050152135,0.00002745208,0.00006797009,0.000044045035,0.000055991346],"domain_scores_gemma":[0.99888223,0.00016958563,0.000602268,0.00008568125,0.00012277874,0.00013745649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001072859,0.00024406635,0.0002073154,0.0006100121,0.0003012507,0.0004530136,0.00033634878,0.00022749517,0.001429872],"category_scores_gemma":[0.002079479,0.0002855653,0.0006323342,0.0009304167,0.00019210017,0.0003147778,0.00038538995,0.0004433913,0.00011368077],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041790947,0.00000776398,0.99895406,0.000011962772,0.000054621658,0.000021283522,0.000038773356,0.000037863905,0.00008913242,0.000010679506,0.000052215175,0.0006797934],"study_design_scores_gemma":[0.0000015321615,0.000020541975,0.99972457,0.000006934348,0.000023234834,0.000034019522,0.000042549593,0.000054432556,0.000017486098,0.000010005021,0.00006359782,9.717237e-7],"about_ca_topic_score_codex":0.0665182,"about_ca_topic_score_gemma":0.088619515,"teacher_disagreement_score":0.0665182,"about_ca_system_score_codex":0.00065123034,"about_ca_system_score_gemma":0.0009801876,"threshold_uncertainty_score":0.13226199},"labels":[],"label_agreement":null},{"id":"W4293092856","doi":"10.2147/nss.s368147","title":"Has the COVID-19 Pandemic Traumatized Us Collectively? The Impact of the COVID-19 Pandemic on Mental Health and Sleep Factors via Traumatization: A Multinational Survey","year":2022,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; University of Toronto; University Health Network","funders":"","keywords":"Nightmare; Mental health; Pandemic; Medicine; Psychiatry; Logistic regression; Clinical psychology; Coronavirus disease 2019 (COVID-19); Disease; Internal medicine","score_opus":0.15200242709616768,"score_gpt":0.44208149615877873,"score_spread":0.29007906906261105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293092856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99887997,0.00012493109,0.00003975164,0.0002521483,0.000006683537,0.000023296154,0.00029787104,9.590049e-7,0.00037449508],"genre_scores_gemma":[0.9986174,0.0003872877,0.0000714088,0.00024067466,0.000015446845,0.000041744082,0.00034153488,0.0000017750942,0.00028266548],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993617,0.00029342266,0.00006588578,0.00006544991,0.000072213705,0.00014142047],"domain_scores_gemma":[0.9988385,0.00016932207,0.00055856915,0.00009192362,0.00009113384,0.00025064446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011605798,0.00019955858,0.00023482821,0.0003992698,0.000738514,0.0007564483,0.0003760665,0.00047128845,0.0018970835],"category_scores_gemma":[0.0027855027,0.00031659263,0.00037202184,0.00080985035,0.00045368428,0.0011510475,0.0012018117,0.0008047064,0.00031821092],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033916072,0.000053048425,0.9952674,0.00002787206,0.000019922149,0.00007483617,0.0022894116,0.000011662765,0.00013196682,0.000017619404,0.00033682736,0.0017356336],"study_design_scores_gemma":[0.0000017467613,0.000088771805,0.9921835,0.000030339866,0.000006950871,0.00009266953,0.007149622,0.000036507972,0.00002521486,0.0000102244285,0.00037041077,0.0000039110655],"about_ca_topic_score_codex":0.018293401,"about_ca_topic_score_gemma":0.02597572,"teacher_disagreement_score":0.018293401,"about_ca_system_score_codex":0.00053333584,"about_ca_system_score_gemma":0.00058422575,"threshold_uncertainty_score":0.036373854},"labels":[],"label_agreement":null},{"id":"W4294578563","doi":"10.2147/nss.s376638","title":"Abnormal Spontaneous Brain Activity and Cognitive Impairment in Obstructive Sleep Apnea","year":2022,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neurocognitive; Obstructive sleep apnea; Internal medicine; Cardiology; Cognition; Brain activity and meditation; Superior frontal gyrus; Magnetic resonance imaging; Montreal Cognitive Assessment; Audiology; Effects of sleep deprivation on cognitive performance; Cognitive impairment; Psychiatry; Electroencephalography; Radiology","score_opus":0.007732892133212787,"score_gpt":0.2838800508407245,"score_spread":0.2761471587075117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294578563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999255,0.00027600364,0.00013462943,0.000014415152,0.0000039612232,0.0000041422304,0.000046924124,0.000002850347,0.00026207542],"genre_scores_gemma":[0.9997061,0.00007690059,0.00008252463,0.000008585482,0.000008885706,0.0000029772045,0.00005039634,4.925741e-7,0.00006314478],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999268,0.000016757913,0.000010935136,0.000016177104,0.000017693976,0.000011653577],"domain_scores_gemma":[0.9996848,0.00007807903,0.0001371896,0.000017137496,0.00003344203,0.00004932702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019436007,0.00025025834,0.00017954271,0.00038767233,0.00016279881,0.00024473606,0.000124741,0.00020206277,0.0008719799],"category_scores_gemma":[0.0007629171,0.000065464825,0.00011926739,0.00018541908,0.00022036019,0.00017208156,0.0001935314,0.0001435896,0.000057220925],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051906944,0.000115694405,0.98138785,0.000059070862,0.000100205885,0.0004529902,0.00015233872,0.0001073626,0.005985702,0.00005209924,0.000063754596,0.011003853],"study_design_scores_gemma":[0.0000042007914,0.00014601638,0.9988231,0.0000034374066,0.000015807562,0.00045613956,0.000055596043,0.00017379524,0.00022183452,0.000042655804,0.000055601085,0.0000017986699],"about_ca_topic_score_codex":0.0009066003,"about_ca_topic_score_gemma":0.0016449045,"teacher_disagreement_score":0.0009066003,"about_ca_system_score_codex":0.00009991317,"about_ca_system_score_gemma":0.00012058086,"threshold_uncertainty_score":0.002917111},"labels":[],"label_agreement":null},{"id":"W4295899941","doi":"10.2147/nss.s377758","title":"Differences in Predicted Therapeutic Outcome of Mandibular Advancement Determined by Remotely Controlled Mandibular Positioner in Canadian and Chinese Apneic Patients","year":2022,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval","funders":"Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; National Natural Science Foundation of China","keywords":"Medicine; Obstructive sleep apnea; Oral appliance; Multivariate analysis; Sleep apnea; Polysomnography; Ethnic group; Odds ratio; Internal medicine; Apnea","score_opus":0.006628164998945387,"score_gpt":0.27589277604518486,"score_spread":0.2692646110462395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295899941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993923,0.00007554447,0.000022174077,0.0000142645995,0.0000024085266,0.0000042803226,0.00007145433,0.0000010101769,0.00041665926],"genre_scores_gemma":[0.9997303,0.000038580358,0.000031168656,0.0000063173857,0.0000026508192,0.000002759735,0.00010077392,9.0095267e-7,0.000086628075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997254,0.000022476757,0.000021179416,0.000047501868,0.000107807085,0.000075493735],"domain_scores_gemma":[0.99941885,0.00009962783,0.00017059103,0.000027673039,0.00010275723,0.0001805421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032377185,0.00028287212,0.00024927696,0.0004704222,0.00074950716,0.00036150304,0.00028811104,0.0003359993,0.0017291445],"category_scores_gemma":[0.0013379883,0.000108413464,0.00039857882,0.00046134455,0.00031526675,0.00016714293,0.00029671457,0.00035309355,0.00017950896],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012831239,0.00001747794,0.99776685,0.0000059413314,0.00001868312,0.00013504972,0.00012377503,0.000041298004,0.00042277097,0.00002277821,0.000044739387,0.0012722859],"study_design_scores_gemma":[0.000004886622,0.00007758379,0.99908245,0.0000028085578,0.000017484903,0.00025086905,0.00023494574,0.00016975022,0.000070133174,0.00000979427,0.00007443279,0.0000048009115],"about_ca_topic_score_codex":0.10060714,"about_ca_topic_score_gemma":0.11332113,"teacher_disagreement_score":0.89939284,"about_ca_system_score_codex":0.0011639944,"about_ca_system_score_gemma":0.0013375782,"threshold_uncertainty_score":0.20004314},"labels":[],"label_agreement":null},{"id":"W4306253233","doi":"10.2147/nss.s380465","title":"Melatonin’s Benefits and Risks as a Therapy for Sleep Disturbances in the Elderly: Current Insights","year":2022,"lang":"en","type":"review","venue":"Nature and Science of Sleep","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Melatonin; Circadian rhythm; Medicine; Dark therapy; Light effects on circadian rhythm; Sleep (system call); Endocrinology; Circadian clock; Neuroscience; Chronotherapy (sleep phase); Pineal gland; Chronotype; Internal medicine; Biology","score_opus":0.07782904337060435,"score_gpt":0.3596208169454251,"score_spread":0.2817917735748207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306253233","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000528292,0.99908054,0.000038399474,0.00032350977,0.00019735306,0.0000015124557,0.0000058982428,0.0000030471956,0.00029684402],"genre_scores_gemma":[0.0005372621,0.99858594,0.00008046337,0.00020262875,0.0003675912,0.000003972037,0.000009598375,8.714181e-7,0.00021165256],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998797,0.000023530223,0.000021977974,0.000021719354,0.000042399624,0.000010710105],"domain_scores_gemma":[0.99966717,0.00018364818,0.000037872727,0.00000916854,0.00007408037,0.000028039789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051982113,0.0006533857,0.0010109931,0.0016511268,0.00028750135,0.0008809965,0.000674635,0.0010856352,0.0024822943],"category_scores_gemma":[0.0008248354,0.00016379781,0.00044456785,0.0013177289,0.0004703552,0.0011456541,0.00053315616,0.001925664,0.00096988224],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009871752,0.00008797955,0.00018198398,0.015129529,0.00008449428,0.00018771493,0.00008171422,0.00020232913,0.00092443504,0.00364432,0.031125182,0.9482516],"study_design_scores_gemma":[0.000025773155,0.00014167764,0.0011236419,0.0058826855,0.000158097,0.0013233827,0.00009179187,0.00011046869,0.00024037604,0.003486528,0.9873976,0.000018030989],"about_ca_topic_score_codex":0.0007177236,"about_ca_topic_score_gemma":0.0015431223,"teacher_disagreement_score":0.0024822943,"about_ca_system_score_codex":0.0004519956,"about_ca_system_score_gemma":0.0007620186,"threshold_uncertainty_score":0.008304119},"labels":[],"label_agreement":null},{"id":"W4307826917","doi":"10.2147/nss.s378743","title":"Association Between Pre-Stroke Subjective Sleep Status and Post-Stroke Cognitive Impairment: A Nationwide Multi-Center Prospective Registry","year":2022,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Key Research and Development Program of China","keywords":"Medicine; Stroke (engine); Cognitive impairment; Association (psychology); Prospective cohort study; Cognition; Physical medicine and rehabilitation; Physical therapy; Psychiatry; Internal medicine","score_opus":0.005798767583738779,"score_gpt":0.27390213663103835,"score_spread":0.2681033690472996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307826917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998078,0.00023327977,0.00008427709,0.000025935453,0.0000046694163,0.000016136557,0.0013514067,0.0000051862,0.00020109878],"genre_scores_gemma":[0.99773777,0.00014470221,0.000064514934,0.00002284745,0.000010512105,0.000026832085,0.0019157575,0.0000019056932,0.00007527792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992016,0.00019036778,0.00013592727,0.00019580734,0.00015112302,0.0001251446],"domain_scores_gemma":[0.9979413,0.00023955257,0.0009781115,0.0002453939,0.0002729311,0.0003226626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011328192,0.00031345861,0.00063321233,0.0010045321,0.00042588296,0.00064021815,0.00056847214,0.00043037982,0.0009494839],"category_scores_gemma":[0.0020651566,0.00039200103,0.0005892065,0.002387784,0.000247422,0.0005527736,0.00045608368,0.0005139305,0.0001935231],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082190425,0.000018722287,0.9992866,0.0000080880345,0.00008880407,0.00004232246,0.000018606446,0.00001708803,0.000049761005,0.0000047901885,0.00007314527,0.0003099717],"study_design_scores_gemma":[0.0000070136443,0.000030075129,0.99970716,0.0000023203818,0.000031339827,0.0000747831,0.00002985315,0.000068790025,0.000009337949,0.000004517066,0.000033121818,0.0000016952783],"about_ca_topic_score_codex":0.011366595,"about_ca_topic_score_gemma":0.017723162,"teacher_disagreement_score":0.011366595,"about_ca_system_score_codex":0.00031871462,"about_ca_system_score_gemma":0.00070130173,"threshold_uncertainty_score":0.02260089},"labels":[],"label_agreement":null},{"id":"W4308322065","doi":"10.2147/nss.s378246","title":"Subjective Sleep Disruption and Mood Disorders are Associated with the Risk of Chronic Pain in Patients with Obstructive Sleep Apnea","year":2022,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Chronic pain; Obstructive sleep apnea; Pittsburgh Sleep Quality Index; Physical therapy; Polysomnography; Anxiety; Insomnia; Mood; Sleep disorder; Hospital Anxiety and Depression Scale; Apnea–hypopnea index; McGill Pain Questionnaire; Internal medicine; Visual analogue scale; Psychiatry; Apnea; Sleep quality","score_opus":0.0037098882856804287,"score_gpt":0.23179084941755582,"score_spread":0.2280809611318754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308322065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988219,0.00073732965,0.00007489916,0.000045808,0.000007881428,0.0000065125573,0.00008233873,0.0000014900193,0.00022181435],"genre_scores_gemma":[0.99959975,0.00017218836,0.000058245267,0.000018753426,0.000015288244,0.000003987522,0.000084396816,3.1945555e-7,0.000047112757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997545,0.000057846883,0.00004534223,0.00003516624,0.000062710984,0.00004450074],"domain_scores_gemma":[0.99885964,0.00014011562,0.000696731,0.000025097233,0.0000972911,0.00018116286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025801282,0.00024347533,0.00023805209,0.00045810867,0.00030772254,0.00037795235,0.00014592336,0.00029448984,0.0014221064],"category_scores_gemma":[0.001604135,0.00015815246,0.00034248963,0.00042865545,0.00017015755,0.0002134756,0.0003019788,0.0003263446,0.00010951434],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032167976,0.000019675632,0.9989473,0.000011579003,0.000036084846,0.000046792837,0.000027208594,0.000010563041,0.00015746367,0.0000031078775,0.000019472254,0.0006885784],"study_design_scores_gemma":[0.000002924722,0.00004151379,0.9996019,0.000004727026,0.00001453575,0.00018378091,0.00004798516,0.000058771733,0.000010160033,0.000004248665,0.000028522218,9.769097e-7],"about_ca_topic_score_codex":0.0016726436,"about_ca_topic_score_gemma":0.0027209865,"teacher_disagreement_score":0.0016726436,"about_ca_system_score_codex":0.000104419836,"about_ca_system_score_gemma":0.0001775048,"threshold_uncertainty_score":0.0047574043},"labels":[],"label_agreement":null},{"id":"W4366591010","doi":"10.2147/nss.s386435","title":"Sleep Disturbances in Adolescents with Attention-Deficit/Hyperactivity Disorder","year":2023,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Actigraphy; Delayed sleep phase; Attention deficit hyperactivity disorder; Medicine; Insomnia; Sleep (system call); Sleep disorder; Psychiatry; Clinical psychology; Audiology","score_opus":0.007101644269547456,"score_gpt":0.27701487613099607,"score_spread":0.2699132318614486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366591010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988819,0.00061177835,0.000031401305,0.000031036652,0.0000072259168,0.000014632252,0.00013687472,0.0000025511688,0.00028252526],"genre_scores_gemma":[0.9993462,0.00028144076,0.000061044884,0.00002171965,0.0000060225298,0.000011078934,0.0001848436,6.7842814e-7,0.00008691706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998041,0.000037761813,0.000033506836,0.000037280643,0.000056179575,0.00003123547],"domain_scores_gemma":[0.999508,0.00006168121,0.0002670448,0.000010205338,0.00007481329,0.00007820888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028496262,0.00026433106,0.00028561486,0.00076365646,0.00029164326,0.00031961012,0.00019084393,0.00022786703,0.001376522],"category_scores_gemma":[0.0010196631,0.00015443153,0.00021712543,0.0005124696,0.00015719056,0.00021313372,0.00028856547,0.0002916644,0.00011988379],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021498226,0.00002742395,0.9982253,0.000015896396,0.000012582053,0.000115657625,0.0000941169,0.0000072233024,0.00013234021,0.000005989076,0.00004589705,0.0012960226],"study_design_scores_gemma":[0.0000029870985,0.000054913304,0.999196,0.000009900381,0.000009319726,0.00044789648,0.00015532151,0.00002622003,0.00002555855,0.0000052144082,0.000066144356,5.853965e-7],"about_ca_topic_score_codex":0.006414561,"about_ca_topic_score_gemma":0.009543547,"teacher_disagreement_score":0.006414561,"about_ca_system_score_codex":0.00028706065,"about_ca_system_score_gemma":0.0002333538,"threshold_uncertainty_score":0.01275444},"labels":[],"label_agreement":null},{"id":"W4379376807","doi":"10.2147/nss.s397196","title":"Sleep Apnea Detection by Tracheal Motion and Sound, and Oximetry via Application of Deep Neural Networks","year":2023,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network; Toronto Rehabilitation Institute; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Polysomnography; Apnea; Sleep apnea; Breathing; Sleep (system call); Audiology; Anesthesia; Computer science","score_opus":0.007262029834826355,"score_gpt":0.27924607786970385,"score_spread":0.27198404803487747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379376807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60599583,0.0018203093,0.38728833,0.00050596514,0.00012821272,0.00014820577,0.0004029859,0.00088777253,0.002822362],"genre_scores_gemma":[0.9593868,0.0004041066,0.03845015,0.0000946928,0.00003405071,0.000087982706,0.00035847232,0.000010895639,0.0011727295],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998311,0.000048594768,0.000015093504,0.000044179757,0.000032167216,0.000028816585],"domain_scores_gemma":[0.9997507,0.00011794192,0.000038455182,0.000014184617,0.00006281784,0.000015866259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005228499,0.00058155844,0.00035083535,0.00047362447,0.00015119367,0.00035890783,0.00037432928,0.00035802394,0.00048392656],"category_scores_gemma":[0.0012707447,0.00022325176,0.00036808822,0.00030462316,0.00012944345,0.00032986267,0.0005811789,0.0005422958,0.0001480656],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005828096,0.0008132357,0.051010206,0.00022103013,0.00031743068,0.00030145588,0.00017818852,0.2693257,0.021809606,0.00081355916,0.0028423124,0.6517844],"study_design_scores_gemma":[0.00000752319,0.000082608865,0.0054496387,0.000013442012,0.000022662174,0.00002839133,0.000017730785,0.9925127,0.001340751,0.00034362,0.00017488148,0.0000060988946],"about_ca_topic_score_codex":0.006906579,"about_ca_topic_score_gemma":0.008449437,"teacher_disagreement_score":0.006906579,"about_ca_system_score_codex":0.0003574893,"about_ca_system_score_gemma":0.00048538085,"threshold_uncertainty_score":0.013732731},"labels":[],"label_agreement":null},{"id":"W4382599955","doi":"10.2147/nss.s399644","title":"The Relationship Between Cognitive Impairments and Sleep Quality Measures in Persistent Insomnia Disorder","year":2023,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft","keywords":"Pittsburgh Sleep Quality Index; Neurocognitive; Insomnia; Medicine; Polysomnography; Sleep onset latency; Anxiety; Effects of sleep deprivation on cognitive performance; Cognition; Sleep disorder; Montreal Cognitive Assessment; Sleep onset; Sleep (system call); Cognitive decline; Psychiatry; Physical therapy; Clinical psychology; Disease; Sleep quality; Internal medicine; Dementia; Cognitive impairment; Electroencephalography","score_opus":0.04059020658369672,"score_gpt":0.3604360231333102,"score_spread":0.31984581654961347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382599955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992793,0.00026269662,0.00005863947,0.000018387402,0.0000046641353,0.000008953734,0.00014714837,0.0000021924186,0.00021800239],"genre_scores_gemma":[0.9996574,0.000041012194,0.00004859694,0.000010117017,0.000007076901,0.0000059031963,0.00016692722,7.688012e-7,0.00006219402],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99954224,0.00009295137,0.00011458986,0.0000704267,0.0001211108,0.000058772428],"domain_scores_gemma":[0.99664634,0.00076130626,0.0016750887,0.0001313031,0.00037711806,0.00040882386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010904595,0.00033055837,0.00030557462,0.0009672763,0.0003592411,0.00049674045,0.00031552382,0.0003468104,0.0012492922],"category_scores_gemma":[0.004371075,0.00016398738,0.00045711893,0.0007402498,0.00029898374,0.0003256009,0.0006034232,0.00045331448,0.00015052292],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020108605,0.000041218627,0.99849653,0.00001271925,0.000103353086,0.000022363123,0.000051133833,0.00002765367,0.00009293962,0.0000041447506,0.000024792089,0.00092209195],"study_design_scores_gemma":[0.000006770243,0.00011795364,0.99964786,0.0000020191685,0.000014476584,0.00005844834,0.00004377111,0.000067728746,0.000014909279,0.000005652581,0.000019375859,0.0000010660289],"about_ca_topic_score_codex":0.004613757,"about_ca_topic_score_gemma":0.006788829,"teacher_disagreement_score":0.004613757,"about_ca_system_score_codex":0.00035766794,"about_ca_system_score_gemma":0.00025489728,"threshold_uncertainty_score":0.0091738105},"labels":[],"label_agreement":null},{"id":"W4387389286","doi":"10.2147/nss.s421189","title":"Aripiprazole, a Novel Option in the Management of Restless Legs Syndrome (RLS) Patients with Augmentation and/or Severe RLS Symptoms: A Report of 4 Cases","year":2023,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Restless Legs Syndrome Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Aripiprazole; Restless legs syndrome; Medicine; Partial agonist; Dopamine; Dopamine agonist; Agonist; Internal medicine; Anesthesia; Pharmacology; Psychiatry; Schizophrenia (object-oriented programming); Insomnia; Dopaminergic; Receptor","score_opus":0.023990966460897514,"score_gpt":0.3356035181028261,"score_spread":0.31161255164192864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387389286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9234749,0.05670572,0.0054129697,0.0022407183,0.00025074484,0.00022512813,0.00014605926,0.00020077483,0.011342852],"genre_scores_gemma":[0.9815413,0.012677131,0.0020847258,0.0008859509,0.00056675775,0.000076647615,0.00016406616,0.000020139865,0.001983293],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9997142,0.00005910391,0.00006237761,0.000052155137,0.000050827435,0.00006148525],"domain_scores_gemma":[0.99973243,0.000059901697,0.00009571132,0.000032223787,0.000016736447,0.000063097854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026405955,0.0013148742,0.0004803391,0.000714257,0.00073001377,0.00074026047,0.00081515656,0.002067716,0.00085572695],"category_scores_gemma":[0.0008280081,0.00041387437,0.0007978795,0.00053131767,0.0009099394,0.0007052889,0.0004917488,0.0008947133,0.00044928587],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002860348,0.00031530517,0.037959423,0.00035555402,0.00014025942,0.88313526,0.0006963209,0.00039374898,0.008873808,0.00056690257,0.0022810327,0.06499634],"study_design_scores_gemma":[0.000095651245,0.00036262264,0.011303323,0.000043842767,0.00007523873,0.9801338,0.00015194829,0.00042262638,0.0016868475,0.00012922942,0.005576028,0.000018914157],"about_ca_topic_score_codex":0.0009344772,"about_ca_topic_score_gemma":0.0012064673,"teacher_disagreement_score":0.002067716,"about_ca_system_score_codex":0.00044014052,"about_ca_system_score_gemma":0.00039137504,"threshold_uncertainty_score":0.003193438},"labels":[],"label_agreement":null},{"id":"W4388913874","doi":"10.2147/nss.s429231","title":"Association of Objective Sleep Characteristics and Incident Angina Pectoris: A Longitudinal Analysis from the Sleep Heart Health Study","year":2023,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Case Western Reserve University; University of Washington; York University; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota","keywords":"Medicine; Sleep (system call); Angina; Association (psychology); Longitudinal study; Cardiovascular health; Insomnia; Physical therapy; Internal medicine; Cardiology; Myocardial infarction; Psychiatry; Disease; Pathology","score_opus":0.010053107534830266,"score_gpt":0.31012906110132743,"score_spread":0.3000759535664972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388913874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998934,0.00025012493,0.00009963972,0.000034452503,0.0000052875253,0.0000066114803,0.00054468156,0.0000021517253,0.00012313995],"genre_scores_gemma":[0.99887913,0.00011522206,0.000084186664,0.00002083939,0.000007735057,0.000011311805,0.0007777783,0.0000016006093,0.000102108934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99963224,0.00012215762,0.000040816187,0.000080803184,0.000067999,0.000055855344],"domain_scores_gemma":[0.99862766,0.00019320626,0.00056475884,0.00018484709,0.00017875801,0.00025069507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012928273,0.00025508765,0.00031942673,0.0004751022,0.00036219726,0.000549331,0.00036308804,0.00039701,0.0006950443],"category_scores_gemma":[0.0018087261,0.0003068466,0.0006515821,0.0006737011,0.0001609414,0.0003140946,0.00043583263,0.0007830675,0.00013618325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008765316,0.000023298586,0.9993882,0.0000031279924,0.00008731727,0.000023683322,0.000022076043,0.000015712785,0.00006521874,0.0000046888035,0.00003625365,0.00024279536],"study_design_scores_gemma":[0.000009367903,0.000059540933,0.9995844,0.0000026719026,0.000037826274,0.000058150963,0.00005100714,0.0001249628,0.00001260553,0.000007851234,0.000049820097,0.0000017928488],"about_ca_topic_score_codex":0.0069012986,"about_ca_topic_score_gemma":0.009470291,"teacher_disagreement_score":0.0069012986,"about_ca_system_score_codex":0.00022116974,"about_ca_system_score_gemma":0.0003462115,"threshold_uncertainty_score":0.013722241},"labels":[],"label_agreement":null},{"id":"W4401039453","doi":"10.2147/nss.s464944","title":"Nonlinear Heart Rate Variability Analysis for Sleep Stage Classification Using Integration of Ballistocardiogram and Apple Watch","year":2024,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Medicine; Ballistocardiography; Heart rate variability; Heart rate; Sleep (system call); Cardiology; Internal medicine; Blood pressure","score_opus":0.018091779159167886,"score_gpt":0.28499685688391174,"score_spread":0.26690507772474387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401039453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6392381,0.0014247441,0.35588458,0.00015674983,0.00009407343,0.00015560623,0.0005606627,0.0006420145,0.0018434395],"genre_scores_gemma":[0.9379462,0.0003799591,0.06008975,0.000035430487,0.00004523602,0.00010010125,0.00042042497,0.00003361713,0.00094933313],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9998598,0.000032584783,0.000010213147,0.000043762437,0.00004392337,0.000009600285],"domain_scores_gemma":[0.99976605,0.00010950747,0.00003456914,0.00001844006,0.000056722725,0.0000146824295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042300337,0.0004059805,0.0002987028,0.00063770823,0.00010705098,0.0003221179,0.00021062505,0.0002533976,0.0008131659],"category_scores_gemma":[0.0011265777,0.00011535951,0.00041959592,0.000423828,0.000108983855,0.000276728,0.00025085293,0.0002702348,0.00027568385],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015627817,0.00039580234,0.08312094,0.0005192213,0.000520531,0.000281934,0.000379103,0.029255487,0.20779572,0.0007234352,0.0014349325,0.67401016],"study_design_scores_gemma":[0.000049456674,0.00071404455,0.24631281,0.00005966558,0.00025044533,0.00042534535,0.00009371231,0.7301881,0.019837847,0.0007265547,0.0012838029,0.00005821832],"about_ca_topic_score_codex":0.0018259464,"about_ca_topic_score_gemma":0.0041109715,"teacher_disagreement_score":0.0018259464,"about_ca_system_score_codex":0.00014435136,"about_ca_system_score_gemma":0.0001995226,"threshold_uncertainty_score":0.0036305785},"labels":[],"label_agreement":null},{"id":"W4403419800","doi":"10.2147/nss.s480687","title":"Unveiling the Impact of Respiratory Event-Related Hypoxia on Heart Sound Intensity During Sleep Using Novel Wearable Technology","year":2024,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Phonocardiography and Auscultation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Natural Sciences and Engineering Research Council of Canada; AGE-WELL; Ontario Centres of Excellence","keywords":"Medicine; Wearable computer; Hypoxia (environmental); Sleep (system call); Respiratory system; Intensity (physics); Event (particle physics); Sleep apnea; Sound (geography); Cardiology; Audiology; Internal medicine; Acoustics; Oxygen","score_opus":0.015391756788401356,"score_gpt":0.32144652182268707,"score_spread":0.3060547650342857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403419800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9613258,0.0019386465,0.034250107,0.000117269614,0.000096764925,0.00007345533,0.0005204597,0.00013818081,0.0015392501],"genre_scores_gemma":[0.97050166,0.0011433758,0.026694953,0.00013765327,0.0001575667,0.00011051957,0.00038322408,0.000023691999,0.0008473426],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998777,0.000027428352,0.000009105511,0.0000367469,0.000036618094,0.000012473802],"domain_scores_gemma":[0.999824,0.00006222539,0.00005134151,0.000012325793,0.00003446258,0.000015717791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019170438,0.00032911001,0.0003085639,0.0004809455,0.00008065985,0.00036515374,0.00018563046,0.0004139097,0.00091634167],"category_scores_gemma":[0.00049928913,0.00010727303,0.0002748215,0.00033033438,0.00013774063,0.0002985616,0.00024054629,0.00016556765,0.00023891272],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011843878,0.00028960942,0.091143,0.0008722729,0.0002081942,0.0005648187,0.00042557792,0.0014194531,0.71865654,0.00017056755,0.0006737166,0.18439195],"study_design_scores_gemma":[0.000089268025,0.00346051,0.8472485,0.00014849124,0.0005207924,0.0035021598,0.0005256287,0.025056493,0.115216196,0.0004946079,0.0036619909,0.000075432756],"about_ca_topic_score_codex":0.0001579118,"about_ca_topic_score_gemma":0.00035692097,"teacher_disagreement_score":0.00091634167,"about_ca_system_score_codex":0.000060289894,"about_ca_system_score_gemma":0.00007165505,"threshold_uncertainty_score":0.0030654073},"labels":[],"label_agreement":null},{"id":"W4405016970","doi":"10.2147/nss.s483030","title":"Altered Density of Resting-State Long- and Short-Range Functional Connectivity in Patients with Moderate-to-Severe Obstructive Sleep Apnea","year":2024,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Key Research and Development Program of Jiangxi Province; National Natural Science Foundation of China","keywords":"Medicine; Obstructive sleep apnea; Resting state fMRI; Superior frontal gyrus; Postcentral gyrus; Functional magnetic resonance imaging; Cognition; Cardiology; Functional connectivity; Internal medicine; Audiology; Neuroscience; Psychiatry; Radiology; Psychology","score_opus":0.013166593196242365,"score_gpt":0.271389042703418,"score_spread":0.25822244950717566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405016970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999458,0.000121656216,0.00014600166,0.000011486034,0.0000028782174,0.0000031232921,0.000094846575,0.000003087199,0.00015893843],"genre_scores_gemma":[0.9997218,0.000032478783,0.00008247377,0.000004180793,0.0000044540066,0.0000031224724,0.00011204736,7.654889e-7,0.00003869643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999902,0.000013775892,0.000016556707,0.000031783708,0.000019265,0.000016567288],"domain_scores_gemma":[0.9997222,0.00006398104,0.00011015321,0.000020682553,0.000033408724,0.00004961624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018618778,0.0002448703,0.00023304517,0.0006222934,0.00023414676,0.00027860331,0.00015616645,0.00026571422,0.0012710715],"category_scores_gemma":[0.0008600914,0.000089139896,0.00018949594,0.00030744102,0.00020126306,0.00022233599,0.00023395105,0.00014054362,0.00008400725],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007649565,0.00007013067,0.97721714,0.00004849219,0.00021709553,0.00054429827,0.0002276383,0.00027058175,0.009806563,0.000070193106,0.00015317774,0.010609765],"study_design_scores_gemma":[0.0000053565795,0.00007634957,0.99850607,0.0000029723576,0.000025386165,0.00043331567,0.00007340387,0.0005342166,0.00022357974,0.000056219546,0.00006052422,0.0000026351063],"about_ca_topic_score_codex":0.0017485572,"about_ca_topic_score_gemma":0.0036631878,"teacher_disagreement_score":0.0017485572,"about_ca_system_score_codex":0.0001292296,"about_ca_system_score_gemma":0.00009705162,"threshold_uncertainty_score":0.0042521358},"labels":[],"label_agreement":null},{"id":"W4405335319","doi":"10.2147/nss.s491893","title":"Impaired Vigilance in Patients with Narcolepsy Type 1: A Psychomotor Vigilance Task Study","year":2024,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Shaoxing University; Zhejiang University; Sir Run Run Shaw Hospital","keywords":"Psychomotor vigilance task; Vigilance (psychology); Epworth Sleepiness Scale; Medicine; Narcolepsy; Psychomotor learning; Pittsburgh Sleep Quality Index; Montreal Cognitive Assessment; Excessive daytime sleepiness; Arousal; Audiology; Cognition; Polysomnography; Sleep disorder; Modafinil; Psychiatry; Psychology; Sleep deprivation; Apnea; Cognitive impairment; Sleep quality","score_opus":0.01300840859882251,"score_gpt":0.3030510448780255,"score_spread":0.29004263627920296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405335319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995906,0.00012905888,0.000026642208,0.000014618049,0.0000040709665,0.000014204625,0.00007967705,0.0000018631845,0.00013932919],"genre_scores_gemma":[0.99945825,0.000059110196,0.000048107144,0.00003097349,0.000010513896,0.00001297528,0.00025146126,0.0000013554802,0.00012740253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99982685,0.000029838136,0.000027597136,0.000057470435,0.000034841625,0.000023393324],"domain_scores_gemma":[0.9994593,0.000074868236,0.00022937641,0.00004648661,0.000046938643,0.00014301144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037439086,0.00076718745,0.00074128126,0.0005009438,0.00056432956,0.00044223532,0.00029609058,0.0006465569,0.001436798],"category_scores_gemma":[0.0010466365,0.0002677326,0.0004819703,0.0003285852,0.00026964876,0.0003308437,0.00044279467,0.00057562883,0.00031608864],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014745361,0.0006643948,0.98803663,0.00007320048,0.0002371259,0.0011054192,0.0006122633,0.00009393501,0.0039662314,0.000019581721,0.00019881262,0.0035179402],"study_design_scores_gemma":[0.000038810922,0.0005966846,0.99785465,0.0000049698015,0.000029992843,0.0011144645,0.0001134225,0.00007812346,0.0000709541,0.00001086647,0.000082907245,0.0000040437894],"about_ca_topic_score_codex":0.0023749336,"about_ca_topic_score_gemma":0.002814681,"teacher_disagreement_score":0.0023749336,"about_ca_system_score_codex":0.00031138494,"about_ca_system_score_gemma":0.00017086904,"threshold_uncertainty_score":0.004806578},"labels":[],"label_agreement":null},{"id":"W4410552671","doi":"10.2147/nss.s504426","title":"The Association of Body Mass Index and Adiposity-Estimating Equations with Measures of Obstructive Sleep Apnea Severity: A Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; Memorial University of Newfoundland","funders":"Ottawa Hospital Research Institute","keywords":"Medicine; Body mass index; Obstructive sleep apnea; Cross-sectional study; Association (psychology); Index (typography); Obesity; Apnea–hypopnea index; Sleep apnea; Internal medicine; Polysomnography; Apnea; Pathology","score_opus":0.013598792158772565,"score_gpt":0.3182071028533916,"score_spread":0.304608310694619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410552671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99910873,0.00020240372,0.00022351081,0.00002620177,0.000008451137,0.000011474477,0.00027550122,0.0000039995143,0.0001396601],"genre_scores_gemma":[0.9992286,0.00006499605,0.00023651296,0.000027559796,0.000008950915,0.000013716303,0.00033806908,0.000002908163,0.000078652796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973953,0.0010303044,0.00033126806,0.00056314305,0.000452086,0.00022793659],"domain_scores_gemma":[0.98824525,0.00434444,0.0031309007,0.0018572418,0.0015682528,0.0008539789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051441994,0.00043617096,0.00040815672,0.0009004922,0.00058820355,0.0008730166,0.00071524567,0.0007665437,0.0011195153],"category_scores_gemma":[0.011136371,0.0007673454,0.00088512106,0.0011863998,0.00042273532,0.0007775294,0.0006918751,0.0010494125,0.00031419762],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003254976,0.000014805615,0.99964094,0.0000016025069,0.00008100218,0.0000057662774,0.000025863175,0.000008758461,0.000025671894,0.000004129466,0.000017302471,0.00014162509],"study_design_scores_gemma":[0.000005501697,0.00007272758,0.9994191,0.000002624421,0.00005253755,0.00006201362,0.00007860929,0.00020720312,0.000026318012,0.0000057208163,0.00006453367,0.000003031489],"about_ca_topic_score_codex":0.020793905,"about_ca_topic_score_gemma":0.022792263,"teacher_disagreement_score":0.020793905,"about_ca_system_score_codex":0.00059888104,"about_ca_system_score_gemma":0.00073001307,"threshold_uncertainty_score":0.041345775},"labels":[],"label_agreement":null},{"id":"W4410615214","doi":"10.2147/nss.s515862","title":"Trends and Emerging Research Areas in Postoperative Sleep Disturbances: A Bibliometric Analysis","year":2025,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bibliometrics; Sleep (system call); Data mining","score_opus":0.01829808415360623,"score_gpt":0.38148967018937713,"score_spread":0.3631915860357709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410615214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5208446,0.25259802,0.012417692,0.007304179,0.0005043985,0.0030547993,0.17609264,0.0012225881,0.025961077],"genre_scores_gemma":[0.7726964,0.14008814,0.023445679,0.00040293756,0.00046703874,0.0029513508,0.057264384,0.00017052323,0.0025136282],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9875914,0.001949953,0.0038467385,0.0012929267,0.004852521,0.0004665046],"domain_scores_gemma":[0.9477385,0.03179865,0.008486151,0.0013530906,0.009792963,0.00083076855],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.009662242,0.00096790725,0.0029252241,0.20336221,0.0014345134,0.005276762,0.0009903541,0.000801073,0.004249636],"category_scores_gemma":[0.04966428,0.0004330497,0.003527194,0.22104755,0.0008344487,0.003703579,0.0027786898,0.00074317574,0.00077513355],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004128674,0.00018295736,0.5238639,0.085825644,0.0065702796,0.0015002124,0.006162361,0.0038695117,0.002875854,0.005001557,0.021456994,0.34227774],"study_design_scores_gemma":[0.00009623416,0.00032930748,0.8066397,0.022348553,0.01148434,0.002994671,0.011098416,0.010761832,0.0023707268,0.006518728,0.12508805,0.00026951885],"about_ca_topic_score_codex":0.00819455,"about_ca_topic_score_gemma":0.009452572,"teacher_disagreement_score":0.9903377,"about_ca_system_score_codex":0.003023656,"about_ca_system_score_gemma":0.007019685,"threshold_uncertainty_score":0.05109942},"labels":[],"label_agreement":null},{"id":"W4410841391","doi":"10.2147/nss.s522352","title":"Relationship between Serum Neurotransmitters and Cognitive Impairment in Adults with Obstructive Sleep Apnea","year":2025,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Obstructive sleep apnea; Cognitive impairment; Sleep (system call); Sleep apnea; Cognition; Internal medicine; Psychiatry","score_opus":0.010096294868687789,"score_gpt":0.29199272346265304,"score_spread":0.28189642859396524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410841391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99896514,0.0005581903,0.000044203545,0.000020920203,0.0000068869836,0.000005066384,0.00013065654,0.0000017474406,0.00026724816],"genre_scores_gemma":[0.9995932,0.00011830961,0.000046409245,0.000016736512,0.000013923744,0.000003668741,0.0001421135,3.0624918e-7,0.00006527979],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998392,0.000027028716,0.000032574633,0.000029590212,0.000042586908,0.000029122235],"domain_scores_gemma":[0.9993211,0.00012001277,0.00032003532,0.000026002499,0.00010000006,0.00011300196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003891332,0.0003047719,0.00033476367,0.00055199437,0.00028162295,0.0003509891,0.00015990247,0.00034211302,0.0010241581],"category_scores_gemma":[0.0009719581,0.00013637116,0.00035996598,0.0005266658,0.0001598677,0.0002384471,0.00024622065,0.00032195117,0.000114810035],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108996544,0.000016656933,0.9990428,0.000008833861,0.000041039944,0.00003577083,0.000013251842,0.000010315988,0.00010063665,0.000002077572,0.000013931917,0.0006056394],"study_design_scores_gemma":[0.0000035030116,0.00009767578,0.9995846,0.0000031441728,0.000025018915,0.00012802803,0.000032384665,0.00006174109,0.000026135865,0.000005735826,0.000031048563,9.050581e-7],"about_ca_topic_score_codex":0.0020515928,"about_ca_topic_score_gemma":0.003299898,"teacher_disagreement_score":0.0020515928,"about_ca_system_score_codex":0.00014560285,"about_ca_system_score_gemma":0.00016977864,"threshold_uncertainty_score":0.0040792823},"labels":[],"label_agreement":null},{"id":"W4411566506","doi":"10.2147/nss.s518518","title":"Poor Sleep Quality and Mood Disorders: Risk Factors of Increasing Chronic Pain in Patients with Insomnia","year":2025,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Insomnia; Mood; Sleep quality; Chronic pain; Mood disorders; Sleep (system call); Chronic insomnia; Psychiatry; Physical therapy; Sleep disorder; Anxiety","score_opus":0.004840190837099746,"score_gpt":0.27341015780066186,"score_spread":0.2685699669635621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411566506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99848807,0.000980543,0.000053337106,0.00007890806,0.000010087688,0.000009742502,0.00011322791,0.000001779581,0.00026421907],"genre_scores_gemma":[0.99947435,0.00022169313,0.000058707887,0.000026398953,0.000027198115,0.000006857565,0.000105861705,5.528613e-7,0.00007850366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99975926,0.000053682234,0.000042770072,0.00004313283,0.0000538308,0.000047320984],"domain_scores_gemma":[0.99908304,0.000092607545,0.000585912,0.000023540912,0.00007643625,0.0001385381],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038473596,0.00023707811,0.0002878387,0.0006053621,0.00044463945,0.00039858848,0.00020758105,0.0003465946,0.0015895284],"category_scores_gemma":[0.0011980052,0.00022207711,0.0004955839,0.0006695176,0.00021320993,0.00033563288,0.00038498253,0.00042362523,0.00014659614],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003484126,0.000017173112,0.9993826,0.000008517017,0.000019773555,0.000034772813,0.000017241755,0.0000062024096,0.000058659236,0.0000027363094,0.000023323222,0.000394074],"study_design_scores_gemma":[0.0000061419883,0.00004689853,0.99955803,0.000006121697,0.000016909158,0.0001821312,0.00006010617,0.000075061726,0.000008884383,0.0000058961514,0.000032729433,0.0000010587065],"about_ca_topic_score_codex":0.003696625,"about_ca_topic_score_gemma":0.0050032414,"teacher_disagreement_score":0.003696625,"about_ca_system_score_codex":0.00019056207,"about_ca_system_score_gemma":0.00031612,"threshold_uncertainty_score":0.0073502064},"labels":[],"label_agreement":null},{"id":"W4413956437","doi":"10.2147/nss.s527778","title":"The Role of Plasma Metabolites in Mediating the Effect of Gut Microbiota on Obstructive Sleep Apnea: A Two-Step, Two-Sample Mendelian Randomization Study","year":2025,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Beijing Friendship Hospital, Capital Medical University","keywords":"Mendelian randomization; Medicine; Obstructive sleep apnea; Mendelian inheritance; Gut flora; Randomization; Sample (material); Bioinformatics; Physiology; Internal medicine; Genetics; Randomized controlled trial; Gene; Immunology; Biology; Genotype; Genetic variants","score_opus":0.0022483174758302932,"score_gpt":0.2599381558173756,"score_spread":0.2576898383415453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413956437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7886557,0.0031485795,0.1958689,0.0008767253,0.00061644864,0.0068067326,0.0023033237,0.00048296867,0.0012406459],"genre_scores_gemma":[0.92056906,0.0003009473,0.070007384,0.00052284304,0.00010065264,0.00647808,0.00095954025,0.00008247182,0.000979088],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9216921,0.06410371,0.0025893345,0.0072034146,0.002926266,0.0014851808],"domain_scores_gemma":[0.949948,0.033705357,0.004350066,0.009886316,0.0014323068,0.0006779234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05791494,0.0023583635,0.0031456635,0.0012758469,0.0011234991,0.0013210601,0.002764071,0.0030730243,0.0039856452],"category_scores_gemma":[0.0859018,0.0010139481,0.00699549,0.0013155444,0.0016533408,0.0010884658,0.0013561299,0.0015179226,0.00033965407],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.19177504,0.0050257337,0.579661,0.0043933685,0.07164649,0.004691386,0.00237016,0.011846534,0.015686633,0.01900142,0.0056580235,0.08824419],"study_design_scores_gemma":[0.05170385,0.06779823,0.506741,0.00071162987,0.079922155,0.0058666123,0.00082555745,0.22935705,0.012066809,0.030305391,0.013950082,0.0007516571],"about_ca_topic_score_codex":0.002904294,"about_ca_topic_score_gemma":0.0016305652,"teacher_disagreement_score":0.05791494,"about_ca_system_score_codex":0.00080614275,"about_ca_system_score_gemma":0.0020956635,"threshold_uncertainty_score":0.30628717},"labels":[],"label_agreement":null},{"id":"W4416073471","doi":"10.2147/nss.s521723","title":"Prevalence and Risk Factors of Positional Obstructive Sleep Apnea in Chinese Children: A Retrospective Study","year":2025,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Obstructive sleep apnea; Retrospective cohort study; Natural history; Disease; Sleep apnea; Family history; Epidemiology; Longitudinal study","score_opus":0.004588060548336071,"score_gpt":0.29107819868248797,"score_spread":0.2864901381341519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416073471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995383,0.00012513819,0.000020811878,0.00001064601,0.0000014877727,0.000006647348,0.00014525729,0.0000012077202,0.00015059291],"genre_scores_gemma":[0.9994568,0.00015285889,0.00005361995,0.000013720194,0.000004515397,0.000010890967,0.000244684,9.320545e-7,0.000061928076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995981,0.000044201235,0.00005845808,0.00010314623,0.00010559308,0.00009054735],"domain_scores_gemma":[0.9993585,0.00006978168,0.000289234,0.000043083804,0.000094867435,0.00014460094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045021964,0.00033756546,0.0003555318,0.0011808117,0.0005694846,0.00038789507,0.0003939767,0.00032128245,0.0010218332],"category_scores_gemma":[0.0007308087,0.00037100204,0.00041978172,0.0013723086,0.00042514087,0.00047423705,0.00039667313,0.00026957836,0.00012835581],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010292714,0.000006364385,0.9995227,0.0000049750674,0.000008269694,0.00009319417,0.000054490163,0.000005428231,0.00006691247,0.000003875569,0.000014683687,0.00020896405],"study_design_scores_gemma":[0.0000015860466,0.000037202815,0.99918705,0.000003521897,0.000011882901,0.00039085347,0.00023676737,0.0000369605,0.000026246315,0.0000030783608,0.000063299754,0.0000016152908],"about_ca_topic_score_codex":0.034416538,"about_ca_topic_score_gemma":0.030002786,"teacher_disagreement_score":0.034416538,"about_ca_system_score_codex":0.00070477463,"about_ca_system_score_gemma":0.0009791072,"threshold_uncertainty_score":0.06843239},"labels":[],"label_agreement":null},{"id":"W4416815318","doi":"10.2147/nss.s557087","title":"Association of Novel Sleep EEG Biomarkers with All-Cause Mortality in a Large Community-Based Cohort","year":2025,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Case Western Reserve University; University of Washington; York University; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota","keywords":"Cohort; Association (psychology); Cutoff; Cohort study; Electroencephalography; Sleep (system call); Epidemiology; Complement (music)","score_opus":0.020387427137291653,"score_gpt":0.34199017397052167,"score_spread":0.32160274683323004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416815318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99912447,0.00013340327,0.00019386622,0.000027754893,0.00000474156,0.00000568845,0.00040848582,0.0000053527096,0.00009624836],"genre_scores_gemma":[0.99894947,0.00008406614,0.00018368688,0.000018387958,0.000011091256,0.000016614324,0.00064141763,0.0000036962763,0.00009160913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996278,0.00008521459,0.000027415277,0.00015181369,0.000054553773,0.00005311119],"domain_scores_gemma":[0.9986981,0.0002336666,0.0004669369,0.00023004766,0.0001937066,0.00017756711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010110567,0.0004409094,0.00037181692,0.00057747465,0.00047860376,0.0006935806,0.00045687563,0.00043749018,0.0010046958],"category_scores_gemma":[0.002193218,0.00026508875,0.00052360224,0.00074896094,0.0002463418,0.00033760874,0.00055714225,0.00068273937,0.00014758241],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022739214,0.000029448023,0.99773335,0.000009285995,0.00015654389,0.000064388885,0.000037754933,0.00006594682,0.00040294247,0.000014320703,0.00012663355,0.0011319893],"study_design_scores_gemma":[0.000022131817,0.000110179426,0.99872786,0.000005383117,0.00009817456,0.00015775101,0.00008329845,0.0004890703,0.000070991206,0.000059513517,0.00017051534,0.000005084951],"about_ca_topic_score_codex":0.003883377,"about_ca_topic_score_gemma":0.00576244,"teacher_disagreement_score":0.003883377,"about_ca_system_score_codex":0.00020556868,"about_ca_system_score_gemma":0.00034974254,"threshold_uncertainty_score":0.007721603},"labels":[],"label_agreement":null}]}