{"id":"W1838185579","doi":"10.1016/j.jad.2015.07.040","title":"Correlates of benzodiazepine use in major depressive disorder: The effect of anhedonia","year":2015,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Sleep and related disorders","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; University Health Network; St. Michael's Hospital","funders":"","keywords":"Benzodiazepine; Anhedonia; Psychiatry; Anxiety; Panic disorder; Major depressive disorder; Mood; Psychology; Major depressive episode; Clinical psychology; Medicine; Internal medicine; Schizophrenia (object-oriented programming)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006464956,0.0002790127,0.0005229685,0.000592141,0.0005705848,0.0009651102,0.0003404681,0.0005558268,0.001340084],"category_scores_gemma":[0.003712524,0.0002709476,0.0006800519,0.0007661972,0.0003333306,0.0004242634,0.0005652248,0.0008782713,0.0001807545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000384467,"about_ca_system_score_gemma":0.0004932522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004426879,"about_ca_topic_score_gemma":0.01004688,"domain_scores_codex":[0.9993261,0.0002719083,0.0001157749,0.00006862086,0.0001507437,0.00006694801],"domain_scores_gemma":[0.996098,0.001251626,0.001669678,0.0001924256,0.0003072121,0.0004809697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003890556,0.00006970573,0.9977179,0.00001259284,0.0001589822,0.00006945969,0.00004151775,0.00004918107,0.0003295055,0.00001668658,0.00003197588,0.001113488],"study_design_scores_gemma":[0.000002615357,0.00004522447,0.9997682,0.000001848753,0.00001672837,0.00005003426,0.00003037908,0.00004428036,0.00001162016,0.000005284739,0.00002254586,0.000001255057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979154,0.0006863878,0.00004762007,0.00005985513,0.00001297533,0.00001173029,0.0002258644,0.000002627204,0.001037415],"genre_scores_gemma":[0.9993831,0.0002095716,0.00006695643,0.00002690372,0.00001868155,0.000005673538,0.0001564408,0.000001672691,0.0001309809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004426879,"threshold_uncertainty_score":0.008802176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008426918985564594,"score_gpt":0.27580019023115,"score_spread":0.2673732712455855,"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."}}