{"id":"W2052623028","doi":"10.1093/alcalc/ags083","title":"Adolescent Drinking Patterns Across Countries: Associations with Alcohol Policies","year":2012,"lang":"en","type":"article","venue":"Alcohol and Alcoholism","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Binge drinking; Environmental health; Alcohol; Consumption (sociology); Injury prevention; Human factors and ergonomics; Alcohol consumption; Suicide prevention; Heavy drinking; Poison control; Public health; Medicine; Psychology; Demography; Sociology","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":[0.0002353525,0.0003518011,0.0004983409,0.00009951335,0.0003955561,0.00009097945,0.00009568685,0.0001418162,0.00009229319],"category_scores_gemma":[0.00003068999,0.00025212,0.0001210092,0.0002155208,0.0001439783,0.0004191361,0.00006642858,0.0002361103,0.00008319608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000135532,"about_ca_system_score_gemma":0.00004413985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001271833,"about_ca_topic_score_gemma":0.0001538688,"domain_scores_codex":[0.9979642,0.00003212718,0.0003069586,0.0003131071,0.000453088,0.0009305133],"domain_scores_gemma":[0.9989237,0.0001103453,0.0001519268,0.0003521837,0.000113429,0.0003483974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006963902,0.0001912841,0.9879624,0.00002725024,0.0002961158,0.00002556664,0.008614644,9.595665e-7,0.0001650624,0.0007464931,0.000549915,0.001350641],"study_design_scores_gemma":[0.004341957,0.00008258552,0.9829363,0.0002294452,0.0003420312,0.000125887,0.002312086,0.000006285929,0.001899431,0.00002709857,0.007366981,0.0003299371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944818,0.001531396,0.000050542,0.001474945,0.0002465235,0.0004705157,0.00003456938,0.0001836318,0.001526061],"genre_scores_gemma":[0.9932973,0.0006956666,0.0001831792,0.003502011,0.0006790577,0.00005838998,0.00009283261,0.00005421531,0.001437354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006817066,"threshold_uncertainty_score":0.9999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04490064651385877,"score_gpt":0.3278857169551936,"score_spread":0.2829850704413349,"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."}}