{"id":"W2396059518","doi":"10.1503/cmaj.151047","title":"Trends in suicidal behaviour and use of mental health services in Canadian military and civilian populations","year":2016,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Armed Forces; University of Ottawa; Defence Research and Development Canada; Manitoba Health","funders":"","keywords":"Suicidal ideation; Mental health; Medicine; Population; Odds ratio; Context (archaeology); Demography; Military personnel; Confidence interval; Odds; Occupational safety and health; Suicide prevention; Poison control; Psychiatry; Environmental health; Gerontology; Logistic regression; Geography; Political science; Law; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00101653,0.0003481992,0.000341867,0.003760519,0.001999276,0.0009847245,0.001368745,0.0004920173,0.002216025],"category_scores_gemma":[0.002969084,0.000322301,0.0009030573,0.005750274,0.0005288888,0.0004434074,0.0008700988,0.000790367,0.0001866279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02550393,"about_ca_system_score_gemma":0.02718294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951126,"about_ca_topic_score_gemma":0.9963406,"domain_scores_codex":[0.9990047,0.00005271035,0.00007116355,0.0001165902,0.0004901433,0.0002646514],"domain_scores_gemma":[0.9972295,0.000083103,0.000556516,0.00005276085,0.001598467,0.0004797477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000529792,0.00002237782,0.9901313,0.0001002305,0.00009445193,0.00005688849,0.0008354292,0.00008251981,0.00009931004,0.000110007,0.002127447,0.006287111],"study_design_scores_gemma":[0.000003855794,0.00001274362,0.9978388,0.00004837193,0.0000233762,0.0000557446,0.001002563,0.0001157914,0.0000277329,0.00001292709,0.0008480706,0.00001010473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767468,0.003317944,0.000112924,0.00115588,0.0000277802,0.00007048801,0.01396287,0.00002775589,0.004577644],"genre_scores_gemma":[0.9917737,0.002365193,0.0002702937,0.0002141126,0.00001071148,0.00003565849,0.004600876,0.00000602233,0.000723396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02550393,"threshold_uncertainty_score":0.1850448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04157190696769417,"score_gpt":0.3623306895187871,"score_spread":0.3207587825510929,"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."}}