{"id":"W2513251082","doi":"10.4088/pcc.15r01926","title":"Functional Recovery in Major Depressive Disorder","year":2016,"lang":"en","type":"article","venue":"The Primary Care Companion For CNS Disorders","topic":"Treatment of Major Depression","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Alberta; University of British Columbia; University of Calgary; Thornhill Medical (Canada); START Clinic; University of Toronto","funders":"","keywords":"Major depressive disorder; Psychology; Psychiatry; Clinical psychology; Medicine; Mood","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":[0.001844647,0.0002165112,0.0005960069,0.0009743877,0.0001619198,0.0006298994,0.0004692668,0.0003999425,0.00209401],"category_scores_gemma":[0.006959191,0.00008633689,0.0006842845,0.001039918,0.0003469123,0.0004332031,0.0003844544,0.0004075197,0.0002671314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005176744,"about_ca_system_score_gemma":0.001104419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001387406,"about_ca_topic_score_gemma":0.002848589,"domain_scores_codex":[0.9991425,0.0004043764,0.0001891639,0.00006802664,0.0001544496,0.00004140569],"domain_scores_gemma":[0.9981147,0.0009544543,0.0006195877,0.00005316986,0.0002135829,0.0000445037],"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":[0.0008894702,0.0001492589,0.01673836,0.1165553,0.001893538,0.0008957979,0.0005375281,0.0004227274,0.0008844289,0.002317841,0.01287763,0.8458381],"study_design_scores_gemma":[0.001418904,0.004297571,0.3483067,0.2838894,0.007771303,0.01876336,0.003079637,0.0008715065,0.002743008,0.01409227,0.3146462,0.000120177],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02068445,0.9672874,0.0005221936,0.002814378,0.0003033852,0.00009712341,0.000509174,0.0000154818,0.007766525],"genre_scores_gemma":[0.4687786,0.5232723,0.001868944,0.002839177,0.0005843483,0.0002163546,0.000923551,0.000008121468,0.001508647],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00209401,"threshold_uncertainty_score":0.009755552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01430883189597631,"score_gpt":0.2445034562723827,"score_spread":0.2301946243764064,"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."}}