{"id":"W2164842638","doi":"10.1093/cid/ciu097","title":"Relationship Between Alcohol Use Categories and Noninvasive Markers of Advanced Hepatic Fibrosis in HIV-Infected, Chronic Hepatitis C Virus–Infected, and Uninfected Patients","year":2014,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Institute of Allergy and Infectious Diseases; National Center for Advancing Translational Sciences; National Institute of Mental Health; National Institute on Alcohol Abuse and Alcoholism","keywords":"Medicine; Internal medicine; Odds ratio; Binge drinking; Alcohol Use Disorders Identification Test; Gastroenterology; Hepatitis C virus; Hepatitis C; Alcohol abuse; Immunology; Virus; Environmental health; Poison control; Psychiatry; Injury prevention","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004103204,0.000348106,0.001006379,0.0003650032,0.0001910467,0.00004679264,0.00005968414,0.0003144641,0.00005668121],"category_scores_gemma":[0.01120543,0.000333657,0.0001693118,0.0005225645,0.0006371621,0.0003535361,0.0001077876,0.0005019917,0.00002779673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001906548,"about_ca_system_score_gemma":0.0002749529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000908812,"about_ca_topic_score_gemma":0.001701904,"domain_scores_codex":[0.9968186,0.0007773066,0.001123059,0.0005922802,0.0002653425,0.0004234368],"domain_scores_gemma":[0.9906376,0.007539296,0.0004706276,0.0004067584,0.0003235555,0.0006221634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002367138,0.0004448768,0.9935183,0.0008636991,0.00008009225,0.000006576729,0.00006081091,0.00001173987,0.00002438686,0.0002055395,0.0001280244,0.004419246],"study_design_scores_gemma":[0.007561482,0.002458917,0.9878687,0.0004904048,0.0004822095,0.000004712958,0.000005900812,0.0002649151,0.00004017592,0.0002985334,0.0002248781,0.0002991422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997523,0.0003405867,0.0001275618,0.0001156043,0.0001687882,0.001309302,0.000140344,0.000182557,0.000092252],"genre_scores_gemma":[0.9976575,0.00123062,0.00005914142,0.0002997089,0.000126166,0.0001013567,0.0004403088,0.0000495643,0.0000355877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01079511,"threshold_uncertainty_score":0.9999115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06050966367123624,"score_gpt":0.3690344708757803,"score_spread":0.3085248072045441,"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."}}