{"id":"W1646963736","doi":"10.4088/jcp.14m09271","title":"Reductions in Quality of Life Associated With Common Mental Disorders","year":2015,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Manitoba Health; University of Manitoba","funders":"","keywords":"Mood disorders; Personality disorders; Population; Medicine; Quality of life (healthcare); Mood; Years of potential life lost; Disease burden; Psychiatry; Personality; Mental health; Gerontology; Psychology; Anxiety; Environmental health; Life expectancy","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":[0.001301329,0.0003141144,0.000339576,0.0007673223,0.0002206817,0.0004572096,0.000225091,0.0001781286,0.001742463],"category_scores_gemma":[0.004833932,0.0001046446,0.0006667452,0.0009113759,0.0003091074,0.0003409347,0.0008467904,0.0005393827,0.0001669153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004852601,"about_ca_system_score_gemma":0.0002965287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003029419,"about_ca_topic_score_gemma":0.005459311,"domain_scores_codex":[0.9988136,0.0005128063,0.0001326366,0.000139964,0.0002849721,0.000116088],"domain_scores_gemma":[0.996899,0.0004965815,0.002036928,0.0001298268,0.000253613,0.0001841288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001366437,0.00006365293,0.9831224,0.000142454,0.000534261,0.00004081188,0.0000628152,0.000552726,0.0002328181,0.00005772107,0.0003699163,0.01468384],"study_design_scores_gemma":[0.000004292451,0.00006606252,0.9993456,0.00001413068,0.00004578776,0.00009197187,0.00002486538,0.0001781361,0.00004333507,0.00003829657,0.0001454884,0.000002043449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901051,0.003635701,0.0008166781,0.000363837,0.00002182335,0.00004926437,0.003159546,0.00002390562,0.001824183],"genre_scores_gemma":[0.9981463,0.0005130201,0.0003801166,0.00005014458,0.00001718045,0.0000145888,0.0007530574,0.000001433808,0.0001242442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003029419,"threshold_uncertainty_score":0.006882191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1561842610931011,"score_gpt":0.4778672164872405,"score_spread":0.3216829553941394,"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."}}