{"id":"W3013865105","doi":"10.1136/injuryprev-2019-043504","title":"Alcohol and other drugs in suicide in Canada: opportunities to support prevention through enhanced monitoring","year":2020,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health; Public Health Agency of Canada; University of Ottawa","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Suicide prevention; Medicine; Poison control; Injury prevention; Environmental health; Occupational safety and health; Human factors and ergonomics; Per capita; Consumption (sociology); Alcohol consumption; Suicide methods; Alcohol; Population; Suicide rates; Biology; Pathology","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":[0.0002453473,0.0001661761,0.0002713664,0.00009738666,0.00004241912,0.00001691071,0.0001078667,0.00006646402,0.0003946689],"category_scores_gemma":[0.00003186796,0.0001840764,0.00004277382,0.0001910148,0.00001946085,0.0001855427,0.00007164918,0.0001590929,0.0000305643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002071008,"about_ca_system_score_gemma":0.0001886885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2996984,"about_ca_topic_score_gemma":0.3446799,"domain_scores_codex":[0.998521,0.0001699034,0.0004510885,0.0003606677,0.000181135,0.0003162418],"domain_scores_gemma":[0.9995959,0.00004844024,0.0001011677,0.000146289,0.00002635166,0.00008180757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001250185,0.0003247618,0.7655197,0.0001701098,0.0002679959,0.0001162129,0.07396575,0.00004084566,0.01142699,0.001408702,0.006691956,0.1388167],"study_design_scores_gemma":[0.003584947,0.001220564,0.8922824,0.0002544614,0.00009158335,0.000007379925,0.0622527,0.00001644631,0.02724797,0.003093595,0.009000805,0.0009472073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919861,0.0002605428,0.0001752257,0.000873844,0.0004020766,0.0004989119,0.00001529095,0.0000333544,0.005754634],"genre_scores_gemma":[0.9972201,0.00006545377,0.0001562569,0.0007553518,0.0001216566,0.0001857697,0.000008926249,0.00002330499,0.001463204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1378695,"threshold_uncertainty_score":0.7506417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1229523460503316,"score_gpt":0.3766791987729085,"score_spread":0.2537268527225769,"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."}}