{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008227634,0.0004345605,0.000345875,0.001265653,0.002026723,0.0009296979,0.000898574,0.0004821327,0.001804262],"category_scores_gemma":[0.00139927,0.0003283607,0.0009033697,0.002172971,0.0004014533,0.0003431119,0.0009111502,0.0006181914,0.000224126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007455547,"about_ca_system_score_gemma":0.009129579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9730732,"about_ca_topic_score_gemma":0.9719313,"domain_scores_codex":[0.9994937,0.00003469767,0.00002993446,0.00009322009,0.0001888742,0.000159533],"domain_scores_gemma":[0.9991688,0.00003464047,0.0001559223,0.00005189089,0.0003648716,0.0002240219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006980631,0.00001783726,0.9974113,0.00001589815,0.00007158505,0.00005684074,0.0001924209,0.00003844303,0.00008523689,0.00002315288,0.0004019178,0.001615653],"study_design_scores_gemma":[0.000005908312,0.00001821725,0.99914,0.000010417,0.00003248889,0.00005490698,0.0002679844,0.00008136082,0.00001800764,0.000009580931,0.0003549461,0.000006058711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910539,0.0006773369,0.0001210735,0.0002013237,0.00001050035,0.00004850209,0.006505504,0.00001035394,0.001371507],"genre_scores_gemma":[0.9954697,0.0006214332,0.0001837163,0.00007128168,0.000007150482,0.00002142,0.003031645,0.000004374751,0.000589334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02692682,"threshold_uncertainty_score":0.05417073,"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."}}