{"id":"W2974756269","doi":"10.1177/0269881119874485","title":"Changes in sleep predict changes in depressive symptoms in depressed subjects receiving vortioxetine: An open-label clinical trial","year":2019,"lang":"en","type":"article","venue":"Journal of Psychopharmacology","topic":"Sleep and related disorders","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Toronto Western Hospital; Brain and Cognition Discovery Foundation; University Health Network","funders":"China Scholarship Council; Lundbeckfonden","keywords":"Pittsburgh Sleep Quality Index; Epworth Sleepiness Scale; Major depressive disorder; Insomnia; Vortioxetine; Depression (economics); Sleep disorder; Medicine; Psychology; Internal medicine; Psychiatry; Polysomnography; Sleep quality; Cognition","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002999457,0.000341961,0.0011121,0.001273766,0.00003717855,0.00004546854,0.001231331,0.000849043,0.00225508],"category_scores_gemma":[0.000252638,0.0003093969,0.00009100011,0.0008486785,0.0001312515,0.0003295513,0.0001552446,0.00204196,0.00007252119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001192719,"about_ca_system_score_gemma":0.0001306229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002125746,"about_ca_topic_score_gemma":0.003735526,"domain_scores_codex":[0.994313,0.002194857,0.001693809,0.0006966792,0.0003022378,0.0007994118],"domain_scores_gemma":[0.9970618,0.0009355309,0.001216047,0.0003878972,0.000126559,0.0002721601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1642515,0.01096115,0.7328814,0.00003886148,0.0009873076,0.00160386,0.004285653,0.0005347739,0.009306375,0.00003914995,0.003607232,0.0715028],"study_design_scores_gemma":[0.5566827,0.01041913,0.4267885,0.0002966271,0.0002666654,0.0001775146,0.001205424,0.0007387503,0.0002285932,0.0003072259,0.002305801,0.0005830096],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764684,0.002259311,0.000006902242,0.002095557,0.01507384,0.00167243,0.000005438692,0.00002083739,0.002397235],"genre_scores_gemma":[0.9951952,0.001594757,0.00007795094,0.001565161,0.001176873,0.0001396545,0.000005700794,0.00006140558,0.0001833188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3924312,"threshold_uncertainty_score":0.9999358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04855832922125666,"score_gpt":0.4186702541529277,"score_spread":0.370111924931671,"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."}}