{"id":"W3033630077","doi":"10.1016/s2468-2667(20)30052-9","title":"The role of alcohol use and drinking patterns in socioeconomic inequalities in mortality: a systematic review","year":2020,"lang":"en","type":"review","venue":"The Lancet Public Health","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":279,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Institute of Neurosciences, Mental Health and Addiction; National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Field Neurosciences Institute","keywords":"Socioeconomic status; Environmental health; Medicine; Demography; Sociology; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003661929,0.0002995503,0.004726684,0.0001114372,0.00006077504,0.00005920764,0.0002997589,0.00008756019,0.0000098028],"category_scores_gemma":[0.0004689508,0.0001435049,0.0002190924,0.0002454154,0.00006787197,0.0001161164,0.00007871587,0.0004665829,0.000008859932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004042246,"about_ca_system_score_gemma":0.0007485889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003508066,"about_ca_topic_score_gemma":0.001997325,"domain_scores_codex":[0.9962836,0.001210549,0.001553265,0.0002644568,0.0002124541,0.0004757045],"domain_scores_gemma":[0.9969551,0.001295575,0.0008804401,0.0007370989,0.00002577098,0.0001060409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000004239014,0.00003205736,0.07105786,0.8533264,0.0003861259,0.00001395933,0.003522898,1.355815e-8,4.469629e-9,0.002647683,0.0000891236,0.06891963],"study_design_scores_gemma":[0.001149157,0.00006676599,0.004403181,0.8393952,0.0008618348,0.00005031195,0.002532305,0.00001174513,3.675876e-8,0.0002352606,0.1510399,0.0002542988],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003120126,0.9866213,4.390972e-7,0.006724934,0.00004417964,0.003387552,0.00001744777,0.00002676659,0.00005721193],"genre_scores_gemma":[0.006024678,0.9904088,0.000007010888,0.00284398,0.0001031684,0.0004858935,0.00005780529,0.0000334238,0.00003527441],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1509508,"threshold_uncertainty_score":0.5851962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2511121154033386,"score_gpt":0.4091963037149252,"score_spread":0.1580841883115866,"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."}}