{"id":"W2541740194","doi":"10.1186/s13011-016-0081-2","title":"A narrative review of alcohol consumption as a risk factor for global burden of disease","year":2016,"lang":"en","type":"review","venue":"Substance Abuse Treatment Prevention and Policy","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":174,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mental Health Research Canada; Canada Research Chairs; Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Alcohol Abuse and Alcoholism; World Health Organization","keywords":"Consumption (sociology); Environmental health; Public health; Health psychology; Causality (physics); Alcohol consumption; Risk factor; Burden of disease; Disease; Narrative review; Medicine; Disease burden; Risk analysis (engineering); Public economics; Alcohol; Economics; Intensive care medicine; Sociology; Social science","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":[0.0002022794,0.000432375,0.001961469,0.0001778248,0.00007845258,0.000005998287,0.00006923568,0.0001773914,0.0002960215],"category_scores_gemma":[0.0001632097,0.0002810895,0.0008415645,0.0002230939,0.0001456177,0.00008141639,0.000007364295,0.00008187295,0.00003846478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005117596,"about_ca_system_score_gemma":0.001062691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003311732,"about_ca_topic_score_gemma":0.00003077701,"domain_scores_codex":[0.9978174,0.0003450758,0.0009281239,0.0004178018,0.0002265358,0.0002650631],"domain_scores_gemma":[0.9974949,0.0002347232,0.00128967,0.0004302876,0.0001993613,0.0003510087],"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":[0.0003721978,0.0002330272,0.0002239802,0.1876977,0.000695789,0.000003597992,0.00118117,1.139477e-8,7.860367e-7,0.001369379,0.0001168188,0.8081055],"study_design_scores_gemma":[0.005373092,0.001321606,0.0006961837,0.3769731,0.004957881,0.00002636628,0.00003953818,8.088424e-7,0.0000032021,0.0003495719,0.6099483,0.0003103418],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00440446,0.9871102,0.00006319885,0.000186055,0.00007368464,0.006439176,0.001575518,0.00003391456,0.0001138149],"genre_scores_gemma":[0.0005858476,0.996182,0.0001029423,0.00009704618,0.0001516494,0.0007953526,0.0002542489,0.00002892011,0.001802003],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8077952,"threshold_uncertainty_score":0.9999641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1332263707386393,"score_gpt":0.4863651655496794,"score_spread":0.35313879481104,"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."}}