{"id":"W4398218118","doi":"10.3389/fpubh.2024.1335865","title":"Alcohol, No Ordinary Commodity: policy implications for Canada","year":2024,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Western University; Centre for Addiction and Mental Health","funders":"","keywords":"Harm; Commodity; Population; Consumption (sociology); Alcohol; Harm reduction; Medicine; Scientific evidence; Public economics; Epidemiology; Environmental health; Business; Public health; Economics; Political science; Sociology; Nursing; Law; Social science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.006074409,0.0006265945,0.0009391825,0.001959951,0.009860721,0.009665965,0.002732491,0.009144779,0.01788432],"category_scores_gemma":[0.02460937,0.0004294964,0.001256956,0.003667929,0.005435384,0.004039307,0.00289009,0.006687084,0.0009573783],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1708323,"about_ca_system_score_gemma":0.5803921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948446,"about_ca_topic_score_gemma":0.9967501,"domain_scores_codex":[0.9937028,0.000935089,0.0002457768,0.0004046627,0.00235569,0.00235604],"domain_scores_gemma":[0.9747807,0.003998072,0.0009456456,0.0003024648,0.01157164,0.008401508],"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":[0.0001952529,0.0001414858,0.0075638,0.001365706,0.00008671629,0.0004784512,0.001335762,0.001861174,0.0004610814,0.1065076,0.8070478,0.07295508],"study_design_scores_gemma":[0.0002854526,0.0001135283,0.02443473,0.004164523,0.0002542396,0.000210677,0.00713911,0.003005855,0.0004945749,0.05211152,0.9074812,0.0003045307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00357134,0.01832888,0.0003010597,0.9505445,0.002035833,0.00007949483,0.001417537,0.0000539051,0.0236674],"genre_scores_gemma":[0.2190776,0.1115245,0.01090017,0.5889268,0.00372361,0.0003099795,0.002610726,0.0001608929,0.06276573],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1708323,"threshold_uncertainty_score":0.9617169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06014968937505397,"score_gpt":0.35233353015461,"score_spread":0.292183840779556,"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."}}