{"id":"W2948989115","doi":"10.1136/bmjopen-2018-027343","title":"Suicide in Canadian veterans living in Ontario: a retrospective cohort study linking routinely collected data","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Queen's University; Canadian Armed Forces; Dalhousie University; Institute for Clinical Evaluative Sciences; University of Manitoba","funders":"True Patriot Love Foundation","keywords":"Medicine; Retrospective cohort study; Population; Poison control; Cohort; Cohort study; Demography; Veterans Affairs; Suicide prevention; Injury prevention; Gerontology; Medical emergency; Environmental health; Internal medicine","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":[0.0008929445,0.0004606312,0.0005325561,0.00168163,0.002682889,0.001066386,0.001135225,0.0004211453,0.00147373],"category_scores_gemma":[0.002123877,0.0006502483,0.0008061735,0.004359651,0.0005696874,0.000389083,0.0008727309,0.0004938047,0.0002225451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01791736,"about_ca_system_score_gemma":0.02338716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.983192,"about_ca_topic_score_gemma":0.9874083,"domain_scores_codex":[0.9988199,0.00007554414,0.00008357039,0.0002317628,0.0004498744,0.0003393667],"domain_scores_gemma":[0.9980112,0.00008349087,0.000653428,0.0001848509,0.0007756453,0.0002913359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007213248,0.00001744073,0.9971481,0.0000339514,0.00007887503,0.0000911746,0.000397095,0.00003138359,0.0001045761,0.0000383531,0.0005668488,0.001420064],"study_design_scores_gemma":[0.00001682027,0.00003381959,0.9978172,0.00003324717,0.00005034748,0.0001141447,0.0006069522,0.0001355845,0.00003228079,0.00001763909,0.001133007,0.000008928748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895538,0.0008141422,0.0001998054,0.0001604584,0.00001561935,0.000142729,0.007824498,0.00001384539,0.001275198],"genre_scores_gemma":[0.9950606,0.000609819,0.0003044951,0.00009328536,0.000009550689,0.00008237234,0.003262247,0.00000520781,0.000572234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01791736,"threshold_uncertainty_score":0.1300002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1230259953614497,"score_gpt":0.4067962182590049,"score_spread":0.2837702228975552,"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."}}