{"id":"W4281250962","doi":"10.1016/j.jadr.2022.100370","title":"Rhythmicity of sleep and clinical outcomes in major depressive disorder: A CAN-BIND-1 report","year":2022,"lang":"en","type":"article","venue":"Journal of Affective Disorders Reports","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Krembil Foundation; McMaster University; Queen's University; University of British Columbia; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Janssen Pharmaceuticals; Takeda Canada; H. Lundbeck A/S; Mitacs; Servier; Lundbeckfonden; Otsuka America; Government of Ontario; Ontario Mental Health Foundation; Allergan; Canadian Network for Mood and Anxiety Treatments; U.S. Department of Defense; Canadian Institutes of Health Research; Sunovion; Flinn Foundation; Faculty of Science, Agriculture and Engineering, Newcastle University; Ontario Brain Institute; Ministry of Health -Singapore; Pfizer","keywords":"Major depressive disorder; Depression (economics); Logistic regression; Escitalopram; Rating scale; Internal medicine; Psychology; Hamilton Rating Scale for Depression; Psychiatry; Medicine; Anxiety; Cognition; Antidepressant; Developmental psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0121153,0.0009020443,0.001036446,0.003069043,0.001088868,0.002798317,0.00116026,0.001603332,0.01262335],"category_scores_gemma":[0.02128445,0.0006841622,0.002205021,0.004114737,0.0007697109,0.001288375,0.002588805,0.001228701,0.001821336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001007994,"about_ca_system_score_gemma":0.001378094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008614302,"about_ca_topic_score_gemma":0.01192237,"domain_scores_codex":[0.9947103,0.002729095,0.0006963258,0.000656596,0.0008900802,0.0003176758],"domain_scores_gemma":[0.9849913,0.006870099,0.003215826,0.00204228,0.002229905,0.0006506697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001862639,0.0002596647,0.9481321,0.0009759681,0.003164219,0.0001498066,0.0004440653,0.0001933459,0.0001632061,0.000331445,0.005855167,0.03846835],"study_design_scores_gemma":[0.0003138729,0.0008332799,0.9871546,0.0007896249,0.002549515,0.0003905005,0.0004672953,0.0005865482,0.0001023782,0.0003903575,0.006375226,0.0000468591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8319483,0.1010005,0.004819686,0.00771361,0.001707329,0.001265766,0.02631483,0.0002755947,0.02495439],"genre_scores_gemma":[0.9668536,0.01376383,0.001781248,0.001397809,0.001361065,0.0005566888,0.01038101,0.0000557429,0.003849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01262335,"threshold_uncertainty_score":0.06407261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009254295265377483,"score_gpt":0.3164832611308799,"score_spread":0.3072289658655025,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}