{"id":"W2267832207","doi":"10.1093/alcalc/agv139","title":"Evaluating Alcohol Industry Action to Reduce the Harmful Use of Alcohol","year":2016,"lang":"en","type":"article","venue":"Alcohol and Alcoholism","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Alcohol; Action (physics); Alcohol industry; Alcohol and health; Medicine; Environmental health; Alcohol consumption; Business; Chemistry; Advertising; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.06038027,0.001433076,0.001121933,0.002354992,0.001328142,0.004018444,0.002034971,0.00240441,0.01174894],"category_scores_gemma":[0.05922147,0.0002999061,0.002199327,0.00195917,0.001697598,0.003688655,0.004336936,0.003161361,0.001446713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01519077,"about_ca_system_score_gemma":0.03390394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02574396,"about_ca_topic_score_gemma":0.03774765,"domain_scores_codex":[0.9435686,0.04407935,0.001496397,0.0008236471,0.007188758,0.002843365],"domain_scores_gemma":[0.9480674,0.02311863,0.005178325,0.001074102,0.01752906,0.005032639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01228755,0.01292082,0.05943656,0.02201976,0.00598874,0.0002070944,0.002190696,0.02629348,0.0009473906,0.08293474,0.07628609,0.6984872],"study_design_scores_gemma":[0.01778827,0.1174689,0.1708233,0.05404725,0.0131231,0.0002114633,0.02352441,0.05212216,0.009150712,0.1135109,0.4276831,0.0005464984],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4010323,0.08899221,0.01772915,0.1702579,0.004850383,0.02648167,0.01107093,0.0004314814,0.2791539],"genre_scores_gemma":[0.9198135,0.02834665,0.0172833,0.01724115,0.0007164145,0.006451988,0.002854608,0.00005705845,0.007235279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06038027,"threshold_uncertainty_score":0.3193252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2661288125505384,"score_gpt":0.4225594034456888,"score_spread":0.1564305908951504,"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."}}