{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002118548,0.0002610998,0.0003980905,0.0006182498,0.0002032601,0.0001255254,0.00004174676,0.000732169,0.0006464369],"category_scores_gemma":[0.00007511873,0.0002454027,0.00009396537,0.0001943325,0.000039291,0.0002859487,0.000009590627,0.001085865,0.000145001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000471682,"about_ca_system_score_gemma":0.0002091495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06669126,"about_ca_topic_score_gemma":0.02891758,"domain_scores_codex":[0.9984304,0.0001488463,0.0003005492,0.0004085288,0.0003075503,0.0004040949],"domain_scores_gemma":[0.9990889,0.00008343775,0.0001649779,0.000297082,0.00009537367,0.0002701753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002848829,0.00001329912,0.0518323,0.0002445844,0.0002028583,0.000312688,0.0001598621,0.000004290434,0.00009287935,0.000008845175,0.9235182,0.02358164],"study_design_scores_gemma":[0.0005731761,0.00007613087,0.1563028,0.000554417,0.0005026338,0.0001504536,0.00002455306,0.0001803669,0.00003256688,0.0000257317,0.841355,0.0002221334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.275481,0.01156408,0.0000886168,0.6995571,0.004480389,0.002920317,0.00005466021,0.0003578374,0.00549606],"genre_scores_gemma":[0.1762225,0.002898159,0.0001271245,0.8143455,0.001874357,0.00005243963,0.002024301,0.000069359,0.002386212],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1147884,"threshold_uncertainty_score":0.9999998,"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."}}