{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01062107,0.0005436295,0.001384228,0.01046553,0.003057612,0.00531492,0.001861443,0.001627845,0.005556777],"category_scores_gemma":[0.05626447,0.0004230526,0.001903962,0.01424659,0.001651266,0.003607656,0.002696379,0.002334698,0.0005458629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04117079,"about_ca_system_score_gemma":0.2574714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9274403,"about_ca_topic_score_gemma":0.9675429,"domain_scores_codex":[0.9949051,0.00138969,0.0007877934,0.0003110233,0.00198694,0.0006195143],"domain_scores_gemma":[0.9251686,0.01827822,0.006360506,0.0007978166,0.04262178,0.006773164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002055049,0.0001488797,0.05377461,0.09571642,0.0008255476,0.001005764,0.005077306,0.0006512554,0.0003692279,0.00805493,0.1157715,0.718399],"study_design_scores_gemma":[0.000379722,0.0003134173,0.2302016,0.278555,0.003488976,0.001030853,0.01865526,0.00158733,0.0007324961,0.00978118,0.4548748,0.0003993036],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01441118,0.7833021,0.001486872,0.1757295,0.00175099,0.0003851367,0.003789649,0.0001553924,0.01898914],"genre_scores_gemma":[0.1237209,0.8425369,0.01036048,0.01695205,0.001294991,0.0004105619,0.002274013,0.00003598805,0.002414152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07255965,"threshold_uncertainty_score":0.2987164,"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."}}