{"id":"W2913251958","doi":"10.1111/dar.12896","title":"The Canadian alcopop tragedy should trigger evidence‐informed revisions of federal alcohol regulations","year":2019,"lang":"en","type":"article","venue":"Drug and Alcohol Review","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université Laval; Institut National de Santé Publique du Québec; Canadian Centre on Substance Use and Addiction","funders":"","keywords":"Tragedy (event); Government (linguistics); Work (physics); Environmental health; Law; Political science; Psychology; Medicine; Engineering; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006326804,0.000208057,0.0006230179,0.00008741897,0.0003554219,0.00004375149,0.0001330442,0.00006569536,0.0004966008],"category_scores_gemma":[0.0003245372,0.000116931,0.0002588409,0.0003467124,0.0001012353,0.0001978403,0.00001871696,0.0001862937,0.0001192092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001119361,"about_ca_system_score_gemma":0.0004790249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001647601,"about_ca_topic_score_gemma":0.01826808,"domain_scores_codex":[0.9984831,0.00007160507,0.0005299213,0.0002370224,0.0003422616,0.0003361138],"domain_scores_gemma":[0.9983521,0.0005193947,0.0001556864,0.0005586575,0.0001471349,0.0002670444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002006018,0.0001542867,0.4622312,0.005916303,0.0009168249,0.00006903621,0.002651187,0.00000360433,0.0002407044,0.00702614,0.2073374,0.3132526],"study_design_scores_gemma":[0.005315274,0.0002391686,0.2262041,0.04879479,0.001804312,0.0001503188,0.0008267186,0.00008938934,0.0004874973,0.0002690065,0.7151137,0.000705702],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3644295,0.5737306,0.000001195598,0.03948552,0.0003065432,0.003660855,0.00001078676,0.00006049946,0.01831442],"genre_scores_gemma":[0.7659944,0.2179632,0.00008145723,0.002362404,0.00004998097,0.00005353649,0.00003049705,0.0000177082,0.01344679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5077763,"threshold_uncertainty_score":0.9996459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0980619847197296,"score_gpt":0.3764537066778919,"score_spread":0.2783917219581623,"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."}}