{"id":"W2004806474","doi":"10.7895/ijadr.v2i1.132","title":"The comparative risk assessment for alcohol as part of the Global Burden of Disease 2010 Study: What changed from the last study?","year":2013,"lang":"en","type":"article","venue":"The International Journal of Alcohol and Drug Research","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Alcohol consumption; Burden of disease; Disease; Population; Risk factor; Medicine; Gerontology; Demography; Environmental health; Alcohol; Sociology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002314043,0.0001249032,0.000284783,0.00004839903,0.0003393732,0.0001810627,0.00086379,0.00001929257,0.00008095418],"category_scores_gemma":[0.0003672991,0.00004416558,0.0001794189,0.0001585035,0.0003755947,0.0002287255,0.0002368961,0.0003644498,0.000006164142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001121314,"about_ca_system_score_gemma":0.0002414193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00100329,"about_ca_topic_score_gemma":0.0008170022,"domain_scores_codex":[0.9968684,0.0005758639,0.0004503977,0.0001347409,0.001777977,0.0001926558],"domain_scores_gemma":[0.9948214,0.002776769,0.0003961027,0.0003521158,0.001554243,0.00009933332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00310538,0.001198766,0.9546983,0.000004599467,0.003431193,0.00001556576,0.02077786,0.00003698008,0.0001815522,0.0002825096,0.01007898,0.006188359],"study_design_scores_gemma":[0.005740218,0.000611647,0.8580413,0.0002034958,0.0003355111,0.000006548377,0.1295347,0.0001819262,0.0003963117,0.004168748,0.0007280951,0.00005155786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687189,0.001647676,0.00000282201,0.02716555,0.0005017787,0.001776362,0.00002952565,0.000002380968,0.0001550095],"genre_scores_gemma":[0.9977127,0.001059287,0.00001776999,0.0001064686,0.0005030861,0.0000888711,0.000003354517,0.000007315085,0.0005011223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1087568,"threshold_uncertainty_score":0.2610219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1193207486516756,"score_gpt":0.4468441082888966,"score_spread":0.327523359637221,"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."}}