{"id":"W4294199299","doi":"10.4088/jcp.lu21112ah3","title":"Patient Functioning, Life Engagement, and Treatment Goals in Major Depressive Disorder","year":2022,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary; University Health Network","funders":"H. Lundbeck A/S","keywords":"Psychology; Pleasure; Major depressive disorder; Mood; Feeling; Cognition; Clinical psychology; Psychotherapist; Vitality; Psychiatry; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001018269,0.0001707134,0.0003140257,0.0004823511,0.0004628702,0.001140257,0.0003037204,0.0005838845,0.01994011],"category_scores_gemma":[0.006622168,0.0001166494,0.0002653398,0.0006193795,0.0001387799,0.0006887747,0.0005671819,0.001710191,0.00262529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007137681,"about_ca_system_score_gemma":0.0007289373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002587645,"about_ca_topic_score_gemma":0.00498032,"domain_scores_codex":[0.9997477,0.00009268135,0.00002831127,0.00002214988,0.00007694649,0.00003213954],"domain_scores_gemma":[0.9984665,0.0004962706,0.0002419098,0.00003356483,0.0002660526,0.0004958094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002197203,0.0001010538,0.01663996,0.0002729675,0.0000290845,0.00009652848,0.0002116454,0.00006199064,0.00006735549,0.0003788204,0.877254,0.1046669],"study_design_scores_gemma":[0.0004158257,0.0006124093,0.5479358,0.003048863,0.000126468,0.001533303,0.002272564,0.0007271171,0.0003132827,0.004319314,0.4386142,0.00008090863],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1209393,0.1986939,0.001152936,0.417533,0.05999487,0.0004913883,0.02105426,0.0004393378,0.179701],"genre_scores_gemma":[0.6144167,0.1915703,0.002243714,0.0504999,0.06129724,0.001335584,0.01514404,0.0003395309,0.06315313],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01994011,"threshold_uncertainty_score":0.0667063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08628321097293722,"score_gpt":0.3602846270183717,"score_spread":0.2740014160454345,"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."}}