{"id":"W2051712720","doi":"10.2478/v10199-012-0027-6","title":"Article Commentary: Cost of illness studies for alcohol consumption – Why are they still in demand?","year":2012,"lang":"en","type":"article","venue":"Nordic Studies on Alcohol and Drugs","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Alcohol consumption; Consumption (sociology); Economics; Psychiatry; Psychology; Medicine; Alcohol; Sociology; Social science; 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":[0.001000203,0.000279024,0.0008844293,0.0002045349,0.000223379,0.000007631633,0.00005962071,0.00009846292,0.00001764506],"category_scores_gemma":[0.0004834851,0.000214054,0.0001039228,0.0001375802,0.0003305279,0.0001265395,0.00009480366,0.000203748,0.00002396204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001701187,"about_ca_system_score_gemma":0.00002156214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005568848,"about_ca_topic_score_gemma":0.0001639701,"domain_scores_codex":[0.9981573,0.000142746,0.0005693869,0.0003192007,0.0002911554,0.0005202022],"domain_scores_gemma":[0.9979174,0.001107735,0.0002681098,0.0002549298,0.0002298839,0.0002219044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002173718,0.0009315555,0.9214166,0.003279011,0.0009585641,0.000009802054,0.03431639,0.00001734243,0.0008929686,0.0009925173,0.01849995,0.01651156],"study_design_scores_gemma":[0.0295719,0.001252483,0.8679098,0.003309671,0.001042488,0.00004196154,0.06544593,0.0003533857,0.006179912,0.0005809788,0.02343857,0.0008728827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719971,0.01854413,0.00002309543,0.006693417,0.00061453,0.001912673,0.00004350242,0.00005074749,0.00012082],"genre_scores_gemma":[0.9818921,0.006231583,0.0001289991,0.01097358,0.0001908789,0.0004778643,0.00001469077,0.00002542356,0.00006487405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0535068,"threshold_uncertainty_score":0.8728868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1684304504006261,"score_gpt":0.428876207464691,"score_spread":0.2604457570640648,"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."}}