{"id":"W2140169722","doi":"10.1186/1747-597x-8-21","title":"Alcohol consumption, alcohol dependence, and related mortality in Italy in 2004: effects of treatment-based interventions on alcohol dependence","year":2013,"lang":"en","type":"article","venue":"Substance Abuse Treatment Prevention and Policy","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"H. Lundbeck A/S; Eli Lilly and Company","keywords":"Alcohol; Medicine; Environmental health; Psychological intervention; Disease burden; Alcohol dependence; Demography; Burden of disease; Alcohol consumption; Years of potential life lost; Gerontology; Psychiatry; Life expectancy; Population","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":[0.0001833197,0.0005402337,0.0008698364,0.000904025,0.00009378853,0.00004039858,0.00009226205,0.0002295228,0.0002274739],"category_scores_gemma":[0.00005579208,0.0004354204,0.000343077,0.0006613834,0.0002177128,0.0004617873,0.000009360535,0.0001612157,0.00007424825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008646564,"about_ca_system_score_gemma":0.0001747065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001299497,"about_ca_topic_score_gemma":0.008406017,"domain_scores_codex":[0.9973598,0.0002368781,0.0008932456,0.000699936,0.0002818679,0.0005282427],"domain_scores_gemma":[0.9984657,0.0003279091,0.000320189,0.0005586926,0.00008102936,0.0002465448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003314855,0.002445892,0.9821761,0.0002160462,0.0004762691,0.0001686129,0.00282799,0.00004164122,0.001169208,0.0006481188,0.00001981187,0.009478867],"study_design_scores_gemma":[0.02730915,0.001959204,0.9573987,0.002334734,0.0005038856,0.00003555369,0.0002975671,0.0001834643,0.008568481,0.00103869,0.00002108523,0.0003495177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916523,0.004471825,0.00001798352,0.0002315727,0.0000918466,0.003024289,0.00001380378,0.00008557449,0.0004108695],"genre_scores_gemma":[0.9880066,0.0080092,0.00021469,0.0001040279,0.00002510154,0.0008135637,0.0001134215,0.00003961468,0.002673768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02697767,"threshold_uncertainty_score":0.9998097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05094235148027034,"score_gpt":0.3590832568901527,"score_spread":0.3081409054098824,"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."}}