{"id":"W2113790781","doi":"10.1046/j.1360-0443.2003.00424.x","title":"Population drinking and alcohol harm: what these Canadian analyses tell us","year":2003,"lang":"en","type":"letter","venue":"Addiction","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Per capita; Demography; Injury prevention; Poison control; Population; Consumption (sociology); Epidemiology; Suicide prevention; Environmental health; Alcohol consumption; Occupational safety and health; Human factors and ergonomics; Medicine; Harm; Gerontology; Psychology; Alcohol; Social psychology; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01247556,0.001776167,0.002400488,0.007048497,0.007086893,0.008417012,0.002738801,0.002853266,0.01204487],"category_scores_gemma":[0.04318951,0.0009208802,0.002402904,0.01352587,0.01047365,0.007522968,0.004303115,0.008008811,0.001835655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03783561,"about_ca_system_score_gemma":0.06814323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9853948,"about_ca_topic_score_gemma":0.9866589,"domain_scores_codex":[0.9911901,0.001294747,0.0004473895,0.001221211,0.004698999,0.001147714],"domain_scores_gemma":[0.9489033,0.0104376,0.00275976,0.005865169,0.02976982,0.002264381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005784853,0.00006993243,0.1119454,0.005044663,0.002335383,0.0006714051,0.01782409,0.001570719,0.000766006,0.1594118,0.4409045,0.2588776],"study_design_scores_gemma":[0.00006329012,0.00008686796,0.2126693,0.007932658,0.001539729,0.0005750919,0.01233965,0.001081975,0.0005014694,0.08647729,0.6760983,0.0006342959],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02776723,0.3522846,0.009534278,0.4710617,0.00989285,0.0001173217,0.01854989,0.0005445752,0.1102476],"genre_scores_gemma":[0.3276108,0.473373,0.01807482,0.1354222,0.01045678,0.0001168437,0.009741191,0.0008888969,0.02431561],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03783561,"threshold_uncertainty_score":0.2745179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1437646195684938,"score_gpt":0.3941713239714624,"score_spread":0.2504067044029686,"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."}}