{"id":"W2058550848","doi":"10.1093/alcalc/agt021","title":"Reduction of Drinking in Problem Drinkers and All-Cause Mortality","year":2013,"lang":"en","type":"review","venue":"Alcohol and Alcoholism","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Psychological intervention; Causality (physics); Environmental health; Ceteris paribus; Medicine; Heavy drinking; Alcohol consumption; Public health; Demography; Natural experiment; Poison control; Injury prevention; Alcohol; Psychiatry; Biology; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006919382,0.0005382966,0.002174227,0.0005471885,0.00007819358,0.00004115492,0.0001066677,0.0005655455,0.00007687983],"category_scores_gemma":[0.00006110199,0.000435518,0.0002278078,0.0003315292,0.0002773158,0.0001809162,0.0001453396,0.0007969924,0.00003311972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001029427,"about_ca_system_score_gemma":0.000232668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003834418,"about_ca_topic_score_gemma":0.00002716145,"domain_scores_codex":[0.9970804,0.0002144252,0.001129858,0.0007370278,0.0003375942,0.0005006973],"domain_scores_gemma":[0.9983844,0.0001325867,0.0005566262,0.0004699998,0.0000893351,0.0003671079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002447413,0.000159903,0.002321551,0.04354528,0.001189002,0.00006176339,0.0004413396,2.139226e-7,0.00005520465,0.001353545,0.0005178305,0.9503299],"study_design_scores_gemma":[0.004086723,0.0003338424,0.01383757,0.04345923,0.008415489,0.001683332,0.0001260181,0.00003572171,0.00002016124,0.0005556644,0.9263262,0.00112012],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03039419,0.9648168,0.000002191782,0.0001822806,0.0002354294,0.003019962,0.00001029147,0.00006515213,0.001273712],"genre_scores_gemma":[0.004090771,0.9942994,0.0004107555,0.0001368219,0.0001980235,0.0003047802,0.00009550302,0.00006862263,0.0003953372],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9492097,"threshold_uncertainty_score":0.9998097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2683852198868155,"score_gpt":0.4519127024386186,"score_spread":0.1835274825518031,"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."}}