{"id":"W3081182658","doi":"10.1016/j.jad.2020.08.053","title":"Mental disorders and subsequent suicide events in a representative community population","year":2020,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Hazard ratio; Psychiatry; Suicide attempt; Major depressive episode; Medicine; Population; Cohort; Poison control; Marital status; Anxiety; Cohort study; Suicide prevention; Confidence interval; Psychology; Demography; Medical emergency; Internal medicine; Environmental health; Cognition","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003985516,0.0004857678,0.0005621481,0.001685822,0.002230935,0.001221154,0.0004793475,0.0009479441,0.003058294],"category_scores_gemma":[0.001544822,0.0008345966,0.0006224746,0.00138636,0.0005000152,0.0009766765,0.0008676597,0.001213535,0.0009335566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004558427,"about_ca_system_score_gemma":0.0004941871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02755453,"about_ca_topic_score_gemma":0.03849808,"domain_scores_codex":[0.9995248,0.0001646439,0.0000449024,0.00009880268,0.00007236484,0.00009449385],"domain_scores_gemma":[0.9993086,0.00009549718,0.0001145995,0.00005403733,0.0001317792,0.000295562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003045342,0.0006688306,0.996036,0.00001299499,0.00008891893,0.0002646656,0.0009827784,0.00001907232,0.0003126546,0.00001815863,0.0001586549,0.00113271],"study_design_scores_gemma":[0.00003792732,0.0005924074,0.9946266,0.000006509797,0.00006012749,0.0005050509,0.003835435,0.0001143086,0.00003783848,0.00002379423,0.0001504268,0.000009553408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994962,0.00004365313,0.00003091674,0.00001646998,0.000004263509,0.00001561277,0.0001182318,0.000001552972,0.0002729731],"genre_scores_gemma":[0.9987436,0.0001272733,0.00004782272,0.00006219936,0.00001653838,0.0000259116,0.000321218,0.000002659384,0.000652861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02755453,"threshold_uncertainty_score":0.05478829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03896416557819377,"score_gpt":0.3575527466527862,"score_spread":0.3185885810745925,"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."}}