{"id":"W2117140360","doi":"10.1093/alcalc/agq102","title":"Paradoxical Changes in Alcohol Consumption and CAGE Ratings Between 1996 and 2006 in the General Population of Geneva","year":2011,"lang":"en","type":"article","venue":"Alcohol and Alcoholism","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Population; Alcohol; Demography; Alcohol consumption; Poison control; Injury prevention; Environmental health; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0002937238,0.0001742699,0.0003695412,0.0001684108,0.00005046048,0.00001350598,0.00004601692,0.000115036,0.0000224406],"category_scores_gemma":[0.0000236596,0.0001190479,0.00002967487,0.0001308417,0.000129976,0.0001133441,0.00002289409,0.0001359921,0.000001460238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001249842,"about_ca_system_score_gemma":0.000007720016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001271673,"about_ca_topic_score_gemma":0.001548061,"domain_scores_codex":[0.9990057,0.00007349604,0.0002792627,0.0002628772,0.0001566439,0.0002219589],"domain_scores_gemma":[0.9995701,0.0001046291,0.00009003708,0.0001504655,0.00001581444,0.00006898645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006923909,0.00004302339,0.9845021,0.0000319375,0.00002668178,0.00003091482,0.003414575,1.590291e-7,0.0006362785,0.0002500749,0.00001824449,0.01097677],"study_design_scores_gemma":[0.003349697,0.0001041128,0.9941589,0.00008715994,0.000113616,0.00004138825,0.0002321427,0.000063207,0.001196236,0.0005013811,0.00003044712,0.0001216921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962862,0.002635066,0.000001731343,0.0003655436,0.00003298732,0.0004625112,0.000007932633,0.0000134155,0.0001945994],"genre_scores_gemma":[0.9976382,0.001420376,0.000374479,0.0003337735,0.00009436972,0.00002286845,0.00005121123,0.00001074426,0.00005400178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01085508,"threshold_uncertainty_score":0.4854631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09283293441343766,"score_gpt":0.3244553836228361,"score_spread":0.2316224492093985,"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."}}