{"id":"W2807896864","doi":"10.1111/dar.12820","title":"Drinking patterns vary by gender, age and country‐level income: Cross‐country analysis of the International Alcohol Control Study","year":2018,"lang":"en","type":"article","venue":"Drug and Alcohol Review","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Promotion Agency; Medical Research Council; South African Medical Research Council; International Development Research Centre; Ministry of Health; Thai Health Promotion Foundation; Australian National Preventive Health Agency; World Health Organization","keywords":"Logistic regression; Demography; High income countries; Environmental health; Developing country; Medicine; Geography; Socioeconomics; Economics; Economic growth; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002862853,0.0003329786,0.0003832107,0.001324038,0.0003628837,0.0007232243,0.0004513842,0.0003316329,0.001401483],"category_scores_gemma":[0.00440932,0.0003931226,0.0008945031,0.002119677,0.0003546517,0.0004833204,0.0007345914,0.0005489656,0.0002472487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002647838,"about_ca_system_score_gemma":0.0002458095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01332666,"about_ca_topic_score_gemma":0.01082665,"domain_scores_codex":[0.998672,0.0006614072,0.0001194446,0.0001879534,0.0001598937,0.0001994029],"domain_scores_gemma":[0.9963059,0.0008850909,0.001437275,0.0004641476,0.0005223566,0.0003852225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005474047,0.00001343311,0.99876,0.000009123602,0.0001496619,0.00001823234,0.0001579697,0.00002942109,0.00003792759,0.00001539979,0.0001412592,0.0006128853],"study_design_scores_gemma":[0.000001985979,0.00002317993,0.9994658,0.000007207931,0.00004571324,0.00003538711,0.0002170472,0.00006535074,0.0000198684,0.000006429694,0.0001100866,0.000001998945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978486,0.0003110908,0.0002194261,0.00004440671,0.000009330603,0.00001899741,0.001020125,0.000003368182,0.0005246028],"genre_scores_gemma":[0.9984108,0.0001368734,0.0001549313,0.00002116422,0.00000524031,0.00002119363,0.001127978,0.000004020848,0.0001177677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01332666,"threshold_uncertainty_score":0.0264982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04359758561846373,"score_gpt":0.3446728727780342,"score_spread":0.3010752871595704,"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."}}