{"id":"W2015082966","doi":"10.1159/000321463","title":"Avoidable Cost of Alcohol Abuse in Canada","year":2010,"lang":"en","type":"article","venue":"European Addiction Research","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Health Canada","keywords":"Environmental health; Psychological intervention; Alcohol abuse; Medicine; Alcohol; Consumption (sociology); Productivity; Alcohol consumption; Population; Economic cost; Business; Psychiatry; Economics; Economic growth","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":[0.0007351699,0.0007460023,0.0005827569,0.003604135,0.001045383,0.001688185,0.001161509,0.0004943294,0.002636111],"category_scores_gemma":[0.003800275,0.0003783501,0.001475845,0.004422057,0.0004503358,0.0005317192,0.0006917129,0.0008022123,0.0002013402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07990763,"about_ca_system_score_gemma":0.063817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9934291,"about_ca_topic_score_gemma":0.9907844,"domain_scores_codex":[0.9985862,0.0001665463,0.00006476721,0.00009485779,0.000781435,0.0003063052],"domain_scores_gemma":[0.9977276,0.0001992938,0.0004372815,0.00005228303,0.00135181,0.0002316836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004124042,0.0001576964,0.7620916,0.001132174,0.001576032,0.000320667,0.0003667544,0.164137,0.0003769214,0.01276145,0.01280334,0.04386394],"study_design_scores_gemma":[0.0001479581,0.0001160002,0.8700848,0.0004358542,0.0008310457,0.0004184004,0.0005559714,0.0975336,0.0006770919,0.003272494,0.02581179,0.0001149918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8529869,0.01681819,0.005508426,0.003262827,0.0001000589,0.0007212285,0.08771144,0.0002936566,0.0325972],"genre_scores_gemma":[0.9809848,0.004258944,0.002348519,0.0001629336,0.00001568381,0.0001022633,0.009311544,0.00002032577,0.002794916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07990763,"threshold_uncertainty_score":0.5797731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06919505282518713,"score_gpt":0.3474917022151015,"score_spread":0.2782966493899143,"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."}}