{"id":"W2094556437","doi":"10.1093/eurpub/cks044","title":"Alcohol consumption and social inequality at the individual and country levels—results from an international study","year":2012,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":209,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Institute on Alcohol Abuse and Alcoholism; Pan American Health Organization; European Commission; National Institutes of Health; Centre for Addiction and Mental Health; World Health Organization; University of Melbourne; Bundesministerium für Gesundheit; Aarhus Universitet","keywords":"Socioeconomic status; Consumption (sociology); Developing country; Inequality; Alcohol consumption; Gini coefficient; Purchasing power parity; Environmental health; Economic inequality; Developed country; Demography; Demographic economics; Socioeconomics; Economics; Medicine; Alcohol; Economic growth; Population; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.008021446,0.00009957094,0.0002176381,0.00007319025,0.0001971268,0.00006566929,0.00009637321,0.00001614106,0.00007616199],"category_scores_gemma":[0.0001698028,0.00006078616,0.00002746762,0.00004685283,0.00008354227,0.0004454257,0.00005869743,0.0002049171,0.000008270809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001171905,"about_ca_system_score_gemma":0.0000958432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001741235,"about_ca_topic_score_gemma":0.00005900551,"domain_scores_codex":[0.9972837,0.001487385,0.0004927845,0.0001104542,0.0004168153,0.0002088482],"domain_scores_gemma":[0.9989567,0.0001613192,0.0004181891,0.0001077189,0.00008450878,0.0002715294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000106035,0.0003089802,0.9144142,0.000003727627,0.0001956414,0.00002297914,0.03995563,3.397274e-8,0.000008912101,0.00003204728,0.0005919419,0.04435991],"study_design_scores_gemma":[0.006388941,0.0003282954,0.9828112,0.00001490439,0.00005339655,0.0000930143,0.00602772,0.000001910221,0.000002733133,0.000002877943,0.004225482,0.00004952732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906021,0.0005536048,0.00003958145,0.008094226,0.000315301,0.0001609252,0.00006296023,0.00001093265,0.0001603957],"genre_scores_gemma":[0.9970394,0.0001419134,0.00009468741,0.001732,0.0008613995,4.533664e-7,0.00006643328,0.00001243596,0.00005128567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06839705,"threshold_uncertainty_score":0.2780089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3106542647083271,"score_gpt":0.4093996856180552,"score_spread":0.0987454209097281,"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."}}