{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":15,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":15,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"e51fec90ba5e","filters":{"venue":"Sleep Disorders"}},"results":[{"id":"W2801029476","doi":"10.1155/2018/5646848","title":"Association between the Munich Chronotype Questionnaire and Wrist Actigraphy","year":2018,"lang":"en","type":"article","venue":"Sleep Disorders","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":89,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Douglas Mental Health University Institute; McGill University","funders":"Canadian Institutes of Health Research; Consejo Nacional de Ciencia y Tecnología","keywords":"Actigraphy; Chronotype; Sleep (system call); Circadian rhythm; Psychology; Algorithm; Medicine; Computer science; Internal medicine","authors":[{"name":"José Arturo Santisteban","is_ca":true},{"name":"Thomas G. Brown","is_ca":true},{"name":"Reut Gruber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009643430136699745,"gpt":0.2417993258227326,"spread":0.2321558956860328,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005349215,0.000216496,0.0003004078,0.0008060494,0.000186688,0.0003167185,0.0002830261,0.0002855422,0.002263522],"category_scores_gemma":[0.003653648,0.000143949,0.0002961488,0.0008085673,0.0001327095,0.0002228547,0.0002624129,0.0004126502,0.0002563318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002463129,"about_ca_system_score_gemma":0.000199262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00861611,"about_ca_topic_score_gemma":0.008892747,"domain_scores_codex":[0.999523,0.0001135153,0.00005215327,0.0001140631,0.0001316975,0.00006556487],"domain_scores_gemma":[0.9981294,0.0003866257,0.0009170619,0.0001381226,0.000244808,0.0001840656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001118861,0.00002078972,0.9972562,0.0000140427,0.00008307282,0.00005998725,0.00006165681,0.00005692233,0.0001940725,0.00002976335,0.000328743,0.001782942],"study_design_scores_gemma":[0.000001480694,0.00002173554,0.9997005,0.000001884567,0.000007227295,0.00005030214,0.00001663202,0.0000672714,0.0000106873,0.00001026551,0.0001100638,0.000001766525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965013,0.0004860497,0.0002973108,0.00008046611,0.00002229232,0.00001704655,0.001351328,0.00001672562,0.001227453],"genre_scores_gemma":[0.9982401,0.0001199603,0.000296345,0.00001935881,0.00001187543,0.00002524894,0.0007047284,0.000004677583,0.0005777301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00861611,"threshold_uncertainty_score":0.01713192,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3158486619","doi":"10.1155/2021/5546484","title":"The Pittsburgh Sleep Quality Index: Reliability, Factor Structure, and Related Clinical Factors among Children, Adolescents, and Young Adults with Chronic Pain","year":2021,"lang":"en","type":"article","venue":"Sleep Disorders","topic":"Sleep and related disorders","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital; McGill University; Université du Québec à Montréal; Shriners Hospitals for Children - Canada","funders":"Louise and Alan Edwards Foundation","keywords":"Pittsburgh Sleep Quality Index; Confirmatory factor analysis; Chronic pain; Reliability (semiconductor); Exploratory factor analysis; Clinical psychology; Psychology; Population; Sleep quality; Physical therapy; Medicine; Psychometrics; Psychiatry; Structural equation modeling; Insomnia","authors":[{"name":"Cynthia L. Larche","is_ca":true},{"name":"Isabelle Plante","is_ca":true},{"name":"Mathieu Roy","is_ca":true},{"name":"Pablo Ingelmo","is_ca":true},{"name":"Catherine E. Ferland","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007160963732150818,"gpt":0.2726729886511585,"spread":0.2655120249190077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001967343,0.0002858265,0.0003624724,0.0009824464,0.0002566455,0.0004089054,0.0002155633,0.0002470519,0.0006775706],"category_scores_gemma":[0.005514784,0.0001887172,0.0003596531,0.0007803882,0.0002955074,0.0004724374,0.0004855238,0.0004651643,0.0001205059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002649876,"about_ca_system_score_gemma":0.0003907141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004323538,"about_ca_topic_score_gemma":0.007498027,"domain_scores_codex":[0.9995152,0.0001272967,0.00008749909,0.00007281807,0.0001468159,0.00005049533],"domain_scores_gemma":[0.9981549,0.0005720417,0.0007161055,0.00007529928,0.0002837007,0.0001979987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002498796,0.0000170203,0.9979633,0.000008759112,0.00002274811,0.0000118978,0.0001412511,0.0000166494,0.00005355371,0.000007828252,0.00003880138,0.001693365],"study_design_scores_gemma":[0.000004874385,0.00009703015,0.9993224,0.000007151399,0.000009685295,0.0001009301,0.0002137117,0.0001213085,0.00002348371,0.00001151026,0.00008657738,0.000001291832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990857,0.000303291,0.0001421199,0.00002884548,0.000005277083,0.00002824868,0.0001721379,0.00000261242,0.0002317679],"genre_scores_gemma":[0.9988674,0.0001613406,0.0004221904,0.00001965203,0.000005703607,0.00003846593,0.0004179195,0.000002007946,0.00006535038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004323538,"threshold_uncertainty_score":0.01040441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2767158165","doi":"10.1155/2017/8520358","title":"Sleep in the Postpartum: Characteristics of First-Time, Healthy Mothers","year":2017,"lang":"en","type":"article","venue":"Sleep Disorders","topic":"Sleep and related disorders","field":"Psychology","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University; Dawson College; Jewish General Hospital","funders":"","keywords":"Mood; Anxiety; Insomnia; Sleep (system call); Depression (economics); Psychology; Medicine; Sleep debt; Postpartum period; Sleep disorder; Pregnancy; Psychiatry","authors":[{"name":"Laura Creti","is_ca":true},{"name":"Eva Libman","is_ca":true},{"name":"Dorrie Rizzo","is_ca":true},{"name":"Catherine S. Fichten","is_ca":true},{"name":"Sally Bailes","is_ca":true},{"name":"Diêu-Ly Trân","is_ca":true},{"name":"Phyllis Zelkowitz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01141308457953254,"gpt":0.2815432077607062,"spread":0.2701301231811737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001744571,0.0001338279,0.0002160186,0.0003988183,0.0003179398,0.0003213051,0.0001765018,0.0002126178,0.0008404881],"category_scores_gemma":[0.001280422,0.0001397197,0.0001485416,0.0002599139,0.0001727952,0.0002962259,0.0002355444,0.0002114581,0.0001288802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002814512,"about_ca_system_score_gemma":0.0001672911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005953321,"about_ca_topic_score_gemma":0.008719966,"domain_scores_codex":[0.9999121,0.00001453071,0.000008308266,0.00001934659,0.00001918299,0.00002640767],"domain_scores_gemma":[0.9996662,0.00006122864,0.00012816,0.0000176753,0.00003271325,0.00009402966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001543277,0.00007225092,0.992546,0.00001006696,0.00001217069,0.0005869023,0.001263647,0.000016062,0.001348212,0.00001683566,0.00006838166,0.003905079],"study_design_scores_gemma":[0.00000312192,0.0001663629,0.9977451,0.000004420342,0.00000592032,0.0004716496,0.001350185,0.00004507201,0.00008316182,0.00000931772,0.0001131793,0.000002466582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997589,0.00007493955,0.00001440356,0.00001267041,0.000002377709,0.0000027482,0.00003393996,6.271604e-7,0.00009938269],"genre_scores_gemma":[0.9996129,0.00008708157,0.00003942699,0.00001668406,0.000002934471,0.000007831341,0.00007362069,7.787597e-7,0.0001587228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005953321,"threshold_uncertainty_score":0.0118373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2435333345","doi":"10.1155/2016/7170610","title":"Refreshing Sleep and Sleep Continuity Determine Perceived Sleep Quality","year":2016,"lang":"en","type":"article","venue":"Sleep Disorders","topic":"Sleep and related disorders","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St Mary's Hospital Centre; Mount Sinai Hospital; Université de Montréal; McGill University; Dawson College; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Sleep (system call); Insomnia; Feeling; Psychology; Sleep quality; Sleep apnea; Morning; Clinical psychology; Obstructive sleep apnea; Sleep disorder; Construct (python library); Medicine; Psychiatry; Social psychology; Anesthesia; Internal medicine","authors":[{"name":"Eva Libman","is_ca":true},{"name":"Catherine S. Fichten","is_ca":true},{"name":"Laura Creti","is_ca":true},{"name":"K. Conrod","is_ca":true},{"name":"Diêu-Ly Trân","is_ca":true},{"name":"Roland Grad","is_ca":true},{"name":"Mary Jorgensen","is_ca":true},{"name":"Rhonda Amsel","is_ca":true},{"name":"Dorrie Rizzo","is_ca":true},{"name":"Marc Baltzan","is_ca":true},{"name":"Alan Pavilanis","is_ca":true},{"name":"Sally Bailes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01636631725885354,"gpt":0.2966347045242224,"spread":0.2802683872653688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001402226,0.0001321871,0.0002387891,0.0007414794,0.000204247,0.0005419075,0.0001943856,0.0002291199,0.001600963],"category_scores_gemma":[0.007538321,0.0001088579,0.0002702987,0.0004225425,0.0005445596,0.000454267,0.0006820611,0.000356866,0.00009386477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002085309,"about_ca_system_score_gemma":0.0001524581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001341831,"about_ca_topic_score_gemma":0.001846911,"domain_scores_codex":[0.9992877,0.0002700751,0.0001064824,0.00007045659,0.0001982143,0.00006707056],"domain_scores_gemma":[0.9949325,0.001735997,0.002009888,0.0002538648,0.0005141753,0.0005535752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002993358,0.0001122504,0.9830793,0.00008952489,0.0001093187,0.00006056933,0.002530116,0.0001329028,0.001672669,0.0000985033,0.00004545224,0.01177005],"study_design_scores_gemma":[0.000006450106,0.0002460954,0.9979024,0.00001422684,0.00001370393,0.0001048057,0.00122864,0.000141569,0.0002063185,0.00005900709,0.00007261769,0.00000417328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988159,0.0002656611,0.00024661,0.00002011907,0.000001878636,0.00002172324,0.00005475627,0.000002378778,0.0005708954],"genre_scores_gemma":[0.9996219,0.00006059792,0.0001809525,0.000007910777,0.000001710447,0.000007175385,0.00004193802,5.871481e-7,0.00007729893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001600963,"threshold_uncertainty_score":0.007415771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2131589128","doi":"10.1155/2013/140725","title":"The Role of Daytime Sleepiness in Psychosocial Outcomes after Treatment for Obstructive Sleep Apnea","year":2013,"lang":"en","type":"article","venue":"Sleep Disorders","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"Dalhousie University; Nova Scotia Health Research Foundation","keywords":"Epworth Sleepiness Scale; Obstructive sleep apnea; Excessive daytime sleepiness; Continuous positive airway pressure; Mood; Polysomnography; Beck Depression Inventory; Sleep apnea; Physical therapy; Psychosocial; Medicine; Psychology; Sleep disorder; Clinical psychology; Apnea; Psychiatry; Internal medicine; Insomnia; Anxiety","authors":[{"name":"Esther Yuet Ying Lau","is_ca":false},{"name":"Gail A. Eskes","is_ca":true},{"name":"Debra Morrison","is_ca":true},{"name":"Malgorzata Rajda","is_ca":true},{"name":"Kathleen F. Spurr","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008698726948113177,"gpt":0.2871386753465344,"spread":0.2784399483984212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00101423,0.0003199683,0.0003673021,0.0005711513,0.0004955992,0.000544005,0.0002652374,0.0003116175,0.0008013131],"category_scores_gemma":[0.00364937,0.0001269391,0.0005482062,0.0004027698,0.0003727809,0.0004007341,0.0004824814,0.0003905648,0.00008317983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003554994,"about_ca_system_score_gemma":0.0002898429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00245939,"about_ca_topic_score_gemma":0.005032072,"domain_scores_codex":[0.9993678,0.0002779897,0.00007093934,0.00005416234,0.0001424413,0.00008666954],"domain_scores_gemma":[0.9976733,0.0005842843,0.0009730516,0.00006349233,0.0001796783,0.0005260841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005355756,0.000195228,0.9912723,0.00003167381,0.0001895521,0.0001003537,0.0001723285,0.00004106004,0.0002384853,0.00001210028,0.00004339742,0.007167988],"study_design_scores_gemma":[0.00001063267,0.0004530027,0.9992471,0.000003448761,0.00002587318,0.00006706157,0.00007700799,0.0000513249,0.00001636041,0.000008583422,0.000037756,0.000001973487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987099,0.000863685,0.00003086579,0.00004980995,0.000008368213,0.000009632075,0.00005581072,0.00000120072,0.0002707852],"genre_scores_gemma":[0.9997459,0.0001019586,0.00002957013,0.00001504143,0.00001288693,0.000004756438,0.00004793164,4.404289e-7,0.0000416065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00245939,"threshold_uncertainty_score":0.005363822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073307042","doi":"10.1155/2014/374732","title":"Secondhand Smoke Exposure, Restless Sleep, and Sleep Duration in Adolescents","year":2014,"lang":"en","type":"article","venue":"Sleep Disorders","topic":"Sleep and related disorders","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Canadian Institutes of Health Research; Canadian Breast Cancer Research Alliance; Canadian Cancer Society","keywords":"Logistic regression; Algorithm; Medicine; Mathematics; Statistics","authors":[{"name":"Jennifer Schwartz","is_ca":true},{"name":"Joan L. Bottorff","is_ca":true},{"name":"Chris G. Richardson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009548062401853035,"gpt":0.2557839848336181,"spread":0.2462359224317651,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003381011,0.0002193584,0.0002957126,0.0005508347,0.0002331007,0.0004003475,0.0002373239,0.0003002368,0.00117284],"category_scores_gemma":[0.001118223,0.0002236389,0.0004180641,0.0005929167,0.0001777992,0.0001830099,0.0002331121,0.0004513001,0.0001408667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002905473,"about_ca_system_score_gemma":0.0003987405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03715823,"about_ca_topic_score_gemma":0.05513535,"domain_scores_codex":[0.9997892,0.00004665485,0.00002376764,0.00004068416,0.00005785557,0.0000420117],"domain_scores_gemma":[0.9987019,0.0001631319,0.0007044105,0.00004341715,0.0001297474,0.0002572748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001692623,0.00001064331,0.9993764,0.000005025775,0.00002002242,0.00001579317,0.00002066535,0.000008099105,0.00006176073,0.00000320891,0.00001951716,0.0004419406],"study_design_scores_gemma":[7.289069e-7,0.00001660515,0.9998224,0.000003755773,0.000007080128,0.00003968766,0.00003224141,0.00002910234,0.00001389545,0.000002295705,0.00003171759,4.286817e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985582,0.0008427929,0.00003826672,0.00003792529,0.00000654554,0.000003553655,0.0003009885,0.000002584994,0.0002091344],"genre_scores_gemma":[0.9991749,0.0003236122,0.00005011546,0.00001918221,0.000006033448,0.000004658549,0.0002462795,0.000001542638,0.0001736457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03715823,"threshold_uncertainty_score":0.07388389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2045398891","doi":"10.1155/2013/160374","title":"Sleep and Military Members: Emerging Issues and Nonpharmacological Intervention","year":2013,"lang":"en","type":"article","venue":"Sleep Disorders","topic":"Sleep and related disorders","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Context (archaeology); Intervention (counseling); Sleep (system call); Psychological intervention; Military personnel; Psychology; Military service; Work (physics); Medicine; Psychiatry; Political science; Engineering","authors":[{"name":"Cary A. Brown","is_ca":true},{"name":"Robyn Berry","is_ca":true},{"name":"Ashley Schmidt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009171994822398612,"gpt":0.2994507544743557,"spread":0.2902787596519571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002204626,0.0004221156,0.001354494,0.0006700599,0.0005356958,0.001111632,0.001590132,0.001855621,0.006038128],"category_scores_gemma":[0.004308391,0.0002343739,0.0009108137,0.0005965104,0.001028541,0.001173791,0.0008155408,0.002582493,0.0005171164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048865,"about_ca_system_score_gemma":0.003100756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002249427,"about_ca_topic_score_gemma":0.009143246,"domain_scores_codex":[0.9994572,0.0002603886,0.00007501466,0.00006283354,0.00008763731,0.00005679852],"domain_scores_gemma":[0.9961197,0.002999603,0.0003406158,0.00007897754,0.0002764385,0.0001846783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008064943,0.001790767,0.002546899,0.01814295,0.0002963916,0.000435493,0.000239601,0.0001869174,0.0004968476,0.005939025,0.01237232,0.9567463],"study_design_scores_gemma":[0.005670256,0.01241132,0.1018204,0.1731313,0.002926164,0.007675317,0.008742687,0.002484876,0.001706146,0.07031532,0.6129214,0.0001946586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003326224,0.9756949,0.0003137308,0.01805775,0.0005433121,0.00004186402,0.00004786258,0.00001276164,0.001961527],"genre_scores_gemma":[0.03774239,0.9497861,0.002337841,0.007100023,0.00194441,0.0002942733,0.00007018694,0.00000699118,0.0007177627],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006038128,"threshold_uncertainty_score":0.02019954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065167219","doi":"10.1155/2012/257890","title":"Cheyne-Stokes Respiration in Patients with First-Ever Lacunar Stroke","year":2012,"lang":"en","type":"article","venue":"Sleep Disorders","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Instituto de Salud Carlos III","keywords":"Cheyne–Stokes respiration; Medicine; Stroke (engine); Internal medicine; Apnea; Algorithm; Mathematics; Heart failure; Physics","authors":[{"name":"Marc Bonnin-Vilaplana","is_ca":false},{"name":"Adrià Arboix","is_ca":false},{"name":"Olga Parra","is_ca":false},{"name":"Luis García‐Eroles","is_ca":false},{"name":"Josep M. Montserrat","is_ca":false},{"name":"Joan Massons","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00961390284456804,"gpt":0.2518744442220899,"spread":0.2422605413775219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003815775,0.0003816075,0.0005790424,0.0007447667,0.0005282643,0.0006068748,0.0002571722,0.0008020339,0.001252457],"category_scores_gemma":[0.002341545,0.0003672205,0.0003597695,0.0005649743,0.000342328,0.0005955438,0.0003288572,0.0005443476,0.0002769172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002171693,"about_ca_system_score_gemma":0.0003370815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00255665,"about_ca_topic_score_gemma":0.003976173,"domain_scores_codex":[0.9996893,0.00005981446,0.00004687656,0.00006558585,0.00006957039,0.00006885174],"domain_scores_gemma":[0.9986745,0.000290226,0.0005966736,0.0000523112,0.000128494,0.000257787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000137845,0.00004330444,0.9985479,0.000007251946,0.000023573,0.0003159249,0.00006497029,0.00001518255,0.0002551591,0.000003732387,0.00002603635,0.0005590706],"study_design_scores_gemma":[0.00001193494,0.0003058682,0.9978123,0.00000487131,0.00001696166,0.001514209,0.0001520481,0.00007666866,0.00004402488,0.00000692885,0.00004997629,0.000004277666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995796,0.0001701377,0.00002293289,0.0000181503,0.000005362313,0.000006311881,0.00004522228,0.000001596158,0.0001505917],"genre_scores_gemma":[0.9996247,0.0001006482,0.00003490974,0.00002303183,0.00001988691,0.000004634828,0.0001344188,6.839658e-7,0.00005698384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00255665,"threshold_uncertainty_score":0.005083501,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2592480701","doi":"10.1155/2017/2760650","title":"CPAP Treatment Adherence in Women with Obstructive Sleep Apnea","year":2017,"lang":"en","type":"article","venue":"Sleep Disorders","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St Mary's Hospital Centre; Mount Sinai Hospital; Université de Montréal; McGill University; Dawson College; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Polysomnography; Sleep apnea; Nocturnal; Physical therapy; Internal medicine; Apnea","authors":[{"name":"Eva Libman","is_ca":true},{"name":"Sally Bailes","is_ca":true},{"name":"Catherine S. Fichten","is_ca":true},{"name":"Dorrie Rizzo","is_ca":true},{"name":"Laura Creti","is_ca":true},{"name":"Marc Baltzan","is_ca":true},{"name":"Roland Grad","is_ca":true},{"name":"Alan Pavilanis","is_ca":true},{"name":"D Tran","is_ca":true},{"name":"K. Conrod","is_ca":true},{"name":"Rhonda Amsel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.017312370977789,"gpt":0.2962991705052787,"spread":0.2789867995274897,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006057425,0.00009465143,0.0003357305,0.0003784614,0.0005856644,0.0004380907,0.0001749839,0.0003655466,0.0009758115],"category_scores_gemma":[0.004984322,0.0001538743,0.0002801805,0.0006416274,0.0001894587,0.0002987352,0.0002625147,0.0005727576,0.00009708263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002342082,"about_ca_system_score_gemma":0.0003089778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005784822,"about_ca_topic_score_gemma":0.008563641,"domain_scores_codex":[0.999498,0.0001928239,0.00004714553,0.00004595206,0.0001436219,0.0000724577],"domain_scores_gemma":[0.9990972,0.0003462518,0.0002983919,0.00004650408,0.00008577271,0.0001259842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001558126,0.0001660309,0.9889643,0.00001507383,0.00003601393,0.0001685857,0.0005191147,0.00001655523,0.0001100566,0.00001659159,0.00009269598,0.009739205],"study_design_scores_gemma":[0.000008739627,0.0002526303,0.9984993,0.00001215709,0.00002694612,0.0002696477,0.0005845311,0.0001413364,0.00003563148,0.00002448031,0.0001423682,0.000002281273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985332,0.0004866858,0.00003483527,0.0001446779,0.000009245561,0.00001249151,0.00003823024,0.000001437513,0.0007390664],"genre_scores_gemma":[0.9993721,0.0002573265,0.00004222814,0.00007149556,0.00001087196,0.00001245904,0.00003880867,5.836833e-7,0.0001941459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005784822,"threshold_uncertainty_score":0.01150227,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1968449564","doi":"10.1155/2013/726372","title":"A Preliminary Evaluation of the Physiological Mechanisms of Action for Sleep Restriction Therapy","year":2013,"lang":"en","type":"article","venue":"Sleep Disorders","topic":"Sleep and related disorders","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Institut Universitaire en Santé Mentale de Québec; Centre hospitalier universitaire de Québec","funders":"Canadian Institutes of Health Research; Dr Mortimer and Theresa Sackler Foundation; Wellcome Trust","keywords":"Sleep restriction; Actigraphy; Insomnia; Polysomnography; Sleep (system call); Sleep onset; Sleep Stages; Psychology; Sleep diary; Medicine; Sleep deprivation; Audiology; Circadian rhythm; Physical therapy; Internal medicine; Psychiatry; Electroencephalography","authors":[{"name":"Annie Vallières","is_ca":true},{"name":"Tijana Ceklic","is_ca":true},{"name":"Célyne Bastien","is_ca":true},{"name":"Colin A. Espie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04910457903349225,"gpt":0.3273599299083012,"spread":0.278255350874809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007423,0.0004673579,0.0006465708,0.0003005897,0.0002851322,0.000357264,0.0005462067,0.0005796432,0.005184369],"category_scores_gemma":[0.0007555042,0.0001350565,0.0005205242,0.0001528409,0.0003835105,0.0002513696,0.000151119,0.0005479922,0.0003416589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001957626,"about_ca_system_score_gemma":0.0004870559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004459592,"about_ca_topic_score_gemma":0.0008194474,"domain_scores_codex":[0.9995921,0.0002611206,0.00002687119,0.00003134713,0.00004852736,0.00003994863],"domain_scores_gemma":[0.9996811,0.0001935322,0.00003137606,0.00002688809,0.00003055401,0.00003661865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.05745221,0.01277543,0.004128496,0.002823146,0.0002887105,0.0008425066,0.0005312595,0.0005965107,0.5370256,0.00131135,0.000548267,0.3816765],"study_design_scores_gemma":[0.009443308,0.7297784,0.1250348,0.0003535308,0.0009107616,0.001690145,0.0004429152,0.002879667,0.1106905,0.0009125039,0.0178132,0.00005020948],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700333,0.01368466,0.005978478,0.0006825211,0.0001732586,0.002317969,0.0002472959,0.00009532116,0.00678724],"genre_scores_gemma":[0.9718919,0.00951112,0.01183043,0.0003582053,0.000283226,0.001760343,0.0002615161,0.00002528821,0.004078024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005184369,"threshold_uncertainty_score":0.01734346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1596591265","doi":"10.1155/2015/387801","title":"Nitric Oxide Bioavailability in Obstructive Sleep Apnea: Interplay of Asymmetric Dimethylarginine and Free Radicals","year":2015,"lang":"en","type":"review","venue":"Sleep Disorders","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Providence Health Care; St. Paul's Hospital; University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Asymmetric dimethylarginine; Nitric oxide; Oxidative stress; Obstructive sleep apnea; Endothelial dysfunction; Internal medicine; Medicine; Vasodilation; Bioavailability; Endocrinology; Sleep apnea; Arginine; Pharmacology; Chemistry; Biochemistry","authors":[{"name":"Mohammad Badran","is_ca":true},{"name":"Saeid Golbidi","is_ca":true},{"name":"Najib Ayas","is_ca":true},{"name":"Ismail Laher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0252044557719544,"gpt":0.3446742265555185,"spread":0.3194697707835641,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000376518,0.0005382521,0.0009763179,0.001620876,0.0002947893,0.0008492364,0.0005165231,0.0008332279,0.002998564],"category_scores_gemma":[0.0005270567,0.0001978178,0.0004702848,0.001467188,0.0003388743,0.001021941,0.0006151001,0.001077813,0.001149678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003428817,"about_ca_system_score_gemma":0.0009449777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008649749,"about_ca_topic_score_gemma":0.00150901,"domain_scores_codex":[0.9998586,0.00002560867,0.00002985352,0.00002420913,0.0000495906,0.00001219826],"domain_scores_gemma":[0.9997827,0.00008850127,0.00004240235,0.000005768949,0.00005958934,0.00002103459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009730426,0.00007437765,0.0005166044,0.03212434,0.0001731613,0.0003431774,0.0001414859,0.0002625367,0.003445539,0.003237426,0.02105532,0.9385287],"study_design_scores_gemma":[0.00002274742,0.0001732915,0.002691566,0.007293153,0.0002698034,0.003403045,0.0001654652,0.0001371135,0.001122475,0.003511523,0.9811751,0.00003465156],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001749122,0.9987971,0.00007825245,0.0002176706,0.000111029,0.000002910805,0.0000168933,0.00000386833,0.0005973569],"genre_scores_gemma":[0.001017973,0.9983045,0.0001211552,0.0001021206,0.00009758931,0.000003754673,0.00002060807,7.122994e-7,0.0003315147],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002998564,"threshold_uncertainty_score":0.01003116,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984716124","doi":"10.1155/2014/286274","title":"Healthcare Providers’ Knowledge of Disordered Sleep, Sleep Assessment Tools, and Nonpharmacological Sleep Interventions for Persons Living with Dementia: A National Survey","year":2014,"lang":"en","type":"article","venue":"Sleep Disorders","topic":"Sleep and related disorders","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Alberta Health; Alberta Health Services","keywords":"Sleep (system call); Dementia; Psychological intervention; Health care; Medicine; Psychiatry; Psychology; Gerontology; Computer science; Political science","authors":[{"name":"Cary A. Brown","is_ca":true},{"name":"Patricia Wielandt","is_ca":false},{"name":"Donna M. Wilson","is_ca":true},{"name":"C Allyson Jones","is_ca":true},{"name":"Katelyn Crick","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04779331446739994,"gpt":0.3684756722407634,"spread":0.3206823577733635,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002297043,0.0001272079,0.0003795806,0.0008854927,0.0005538511,0.0006029707,0.0003848801,0.000491443,0.001039051],"category_scores_gemma":[0.005467991,0.0003942891,0.0005321489,0.001078139,0.0002982338,0.001006071,0.0008004569,0.0007728935,0.0002592991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007484023,"about_ca_system_score_gemma":0.0008764317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03274431,"about_ca_topic_score_gemma":0.04730724,"domain_scores_codex":[0.9987447,0.0003572268,0.000283382,0.0001215019,0.0003563758,0.0001368057],"domain_scores_gemma":[0.9963828,0.0007924178,0.001593808,0.0001488557,0.0006954078,0.0003866867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002595828,0.00008199059,0.9964055,0.00004177734,0.00003333977,0.00002080238,0.0006767338,0.00002783193,0.00006779592,0.000008034884,0.0002220442,0.002388307],"study_design_scores_gemma":[0.000004258755,0.00007255522,0.9979589,0.00003248158,0.00001397773,0.00007404892,0.001448231,0.00009969713,0.00002641285,0.000007055613,0.0002593734,0.000003146777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977701,0.0002579409,0.00006894799,0.0001970536,0.000004687408,0.00003553969,0.0009108842,0.000003465315,0.0007514458],"genre_scores_gemma":[0.9983329,0.0003780723,0.0001824478,0.0001819199,0.000006118568,0.00004957518,0.0006905992,0.000001542829,0.0001768975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03274431,"threshold_uncertainty_score":0.06510746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051644804","doi":"10.1155/2013/698957","title":"Sleep Lab Adaptation in Children with Attention-Deficit/Hyperactivity Disorder and Typically Developing Children","year":2013,"lang":"en","type":"article","venue":"Sleep Disorders","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Attention deficit hyperactivity disorder; Sleep (system call); Psychology; Attention deficit; Typically developing; Adaptation (eye); Attention deficit disorder; Audiology; Developmental psychology; Medicine; Psychiatry; Neuroscience; Computer science; Autism","authors":[{"name":"Meredith Bessey","is_ca":true},{"name":"Jennifer S. Richards","is_ca":true},{"name":"Penny Corkum","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01061237078286175,"gpt":0.2471506514682554,"spread":0.2365382806853936,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004735258,0.0003608752,0.0004045595,0.0009781912,0.0004538631,0.0005505237,0.000333398,0.0002661338,0.0007715075],"category_scores_gemma":[0.002301611,0.000218721,0.0004213953,0.0007648972,0.0005691479,0.0003186903,0.000593066,0.0004035645,0.00008175529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001090474,"about_ca_system_score_gemma":0.000500286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04224269,"about_ca_topic_score_gemma":0.08401673,"domain_scores_codex":[0.9995587,0.00009511821,0.00006089283,0.00009147525,0.0001114377,0.00008234943],"domain_scores_gemma":[0.9991227,0.0001736207,0.0004216568,0.00003354134,0.0001001282,0.0001483205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000119762,0.00005425736,0.9945474,0.00003997842,0.00006131944,0.0002586697,0.0007713152,0.00003072448,0.0004881812,0.0000139993,0.00007266512,0.003541691],"study_design_scores_gemma":[0.00000282193,0.00007376653,0.9990717,0.000004456037,0.00001296152,0.0002289079,0.0005020862,0.00001192912,0.00004578569,0.000005220288,0.00003899476,0.000001307396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993505,0.0002904247,0.00002488806,0.00001345185,0.000002561891,0.000008304472,0.000101868,0.00000213199,0.0002059068],"genre_scores_gemma":[0.9992487,0.0002519291,0.0001367265,0.00002877926,0.000002540966,0.00002349399,0.0002131612,0.000001745658,0.00009297672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04224269,"threshold_uncertainty_score":0.08399367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2806271977","doi":"10.1155/2018/2394146","title":"A Comparison of Two Nights of Ambulatory Sleep Testing in Arrhythmia Patients","year":2018,"lang":"en","type":"article","venue":"Sleep Disorders","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital","funders":"","keywords":"Polysomnography; Medicine; Ambulatory; Sleep (system call); Obstructive sleep apnea; Sleep Stages; Slow-wave sleep; Anesthesia; Apnea; Population; Sleep onset; Cardiology; Audiology; Physical therapy; Internal medicine; Electroencephalography; Insomnia; Psychiatry","authors":[{"name":"Asmaa M. Abumuamar","is_ca":true},{"name":"Paul Dorian","is_ca":true},{"name":"David Newman","is_ca":true},{"name":"Colin M. Shapiro","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02812379510038053,"gpt":0.3506646262389752,"spread":0.3225408311385947,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001340016,0.0003275774,0.0004553417,0.0006874373,0.0002458118,0.0006089717,0.0002756978,0.0004505947,0.0007821624],"category_scores_gemma":[0.004701769,0.0001297614,0.0005272934,0.000336949,0.0001838705,0.0003611756,0.0004817032,0.0003067173,0.0001973921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002721853,"about_ca_system_score_gemma":0.0001757959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001195256,"about_ca_topic_score_gemma":0.001762339,"domain_scores_codex":[0.9986742,0.0004537856,0.0002000685,0.0002252415,0.0003001457,0.0001466053],"domain_scores_gemma":[0.996685,0.00129103,0.0006951909,0.0002350342,0.0006717874,0.0004219992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004222753,0.0002347376,0.9796356,0.00007435628,0.0002397928,0.0002440696,0.0003752711,0.00008555099,0.002435077,0.00002843993,0.0001927412,0.0122317],"study_design_scores_gemma":[0.00003117424,0.001086892,0.9978718,0.000005914931,0.00005128169,0.0002523848,0.0001495184,0.0001630937,0.0002078111,0.00001075961,0.0001650451,0.000004451593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987846,0.0002619653,0.000140845,0.00001554989,0.00002513738,0.00001816959,0.0001803601,0.000005257552,0.0005680851],"genre_scores_gemma":[0.999086,0.00007517204,0.0001915208,0.00002480133,0.00002693148,0.00001887833,0.0004415227,0.000003060825,0.0001320618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001340016,"threshold_uncertainty_score":0.007086754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1583436095","doi":"10.5772/26607","title":"Risk Factors and Treatment of Restless Legs Syndrome in Adults","year":2012,"lang":"en","type":"book-chapter","venue":"Sleep Disorders","topic":"Restless Legs Syndrome Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Restless legs syndrome; Confusion; Evening; Quality of life (healthcare); Psychology; Medicine; Psychiatry; Psychotherapist; Psychoanalysis; Insomnia","authors":[{"name":"Alexander John","is_ca":true},{"name":"Márcia Regina","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02462492682189203,"gpt":0.2826877492806675,"spread":0.2580628224587754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001505121,0.0001439836,0.0002831862,0.0003629259,0.0001571792,0.0003055353,0.0002017484,0.0003717087,0.003599893],"category_scores_gemma":[0.000661858,0.00005494531,0.0001977516,0.0003414465,0.0000635971,0.0002922233,0.0001581442,0.0005557752,0.001007785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002583328,"about_ca_system_score_gemma":0.0003393039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001340746,"about_ca_topic_score_gemma":0.002858657,"domain_scores_codex":[0.9999328,0.00001703918,0.00001009515,0.000007084537,0.00002613495,0.000006883839],"domain_scores_gemma":[0.9999303,0.00002324986,0.00001871893,0.000001603709,0.00001182068,0.00001434152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001603352,0.0003839044,0.012248,0.001317294,0.00005274079,0.0006626824,0.0002539804,0.0001272615,0.0004890094,0.002291993,0.1064803,0.8755326],"study_design_scores_gemma":[0.0002568618,0.001095079,0.1811223,0.009973818,0.0003113377,0.01423342,0.0005926616,0.0006908263,0.0007475521,0.008390975,0.782522,0.00006330603],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01822615,0.8976614,0.0008090949,0.01206008,0.001740297,0.00007304458,0.0004907741,0.00009424803,0.06884482],"genre_scores_gemma":[0.1300158,0.8176131,0.004524907,0.008699557,0.003670735,0.0002363922,0.001326644,0.00003124768,0.03388168],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003599893,"threshold_uncertainty_score":0.01204282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}