{"id":"W2914837154","doi":"10.1017/s2045796018000859","title":"Lifetime experience of multiple common mental disorders and 19-year mortality: results from a Canadian population-based cohort","year":2019,"lang":"en","type":"article","venue":"Epidemiology and Psychiatric Sciences","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Ottawa","funders":"National Institute of Mental Health; National Institute of Child Health and Human Development; Canadian Institutes of Health Research; National Institutes of Health; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Canada Research Chairs","keywords":"Psychiatry; Panic disorder; Anxiety; Depression (economics); Medicine; Population; Alcohol use disorder; Mood disorders; Hazard ratio; Cohort; Major depressive disorder; Mood; Internal medicine; Confidence interval; Alcohol","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001021637,0.0001026534,0.0003330602,0.0001732167,0.0002237529,0.000005929782,0.00008654827,0.0000791389,0.00007805022],"category_scores_gemma":[0.0006808036,0.00007422065,0.00004149084,0.0002504809,0.0003931063,0.00005228968,0.00001821799,0.00009457801,0.000007321867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000276531,"about_ca_system_score_gemma":0.0002570788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.476837,"about_ca_topic_score_gemma":0.1778096,"domain_scores_codex":[0.9986507,0.0001912022,0.0003193892,0.0004082919,0.0001495383,0.0002808459],"domain_scores_gemma":[0.9980974,0.001241959,0.0001092911,0.0001907775,0.00001371936,0.0003468723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005426529,0.00003438986,0.9976317,0.000007300033,0.00002966784,9.742508e-7,0.0001494937,0.00001579093,0.000003244849,0.0003395343,0.0001802148,0.001065064],"study_design_scores_gemma":[0.002014889,0.0003551466,0.9913613,0.00001554179,0.00002538811,0.000002768555,0.0002407697,0.003383196,0.000004965593,0.002378954,0.0001461177,0.00007098304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912901,0.00144421,0.000004288735,0.005904187,0.0001919301,0.0004352837,0.0001179431,0.0000103117,0.0006017403],"genre_scores_gemma":[0.9957862,0.0002912211,0.00324178,0.0004904588,0.00003369784,0.0000137503,0.0001109083,0.00000315027,0.00002886271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2990274,"threshold_uncertainty_score":0.8371932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0350945526430049,"score_gpt":0.3514338283726179,"score_spread":0.3163392757296131,"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."}}