{"id":"W4408845592","doi":"10.1097/hc9.0000000000000673","title":"Moderate alcohol-associated hepatitis: A real-world multicenter study","year":2025,"lang":"en","type":"article","venue":"Hepatology Communications","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; London Health Sciences Centre; Western University","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico; Grifols","keywords":"Medicine; Internal medicine; Alcoholic hepatitis; Bilirubin; Gastroenterology; Proportional hazards model; Receiver operating characteristic; Retrospective cohort study; Cohort; Surgery; Alcoholic liver disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002385569,0.0005124335,0.0005393414,0.0009461229,0.000824864,0.001041921,0.0006244736,0.0007135848,0.001219827],"category_scores_gemma":[0.003246667,0.0003872812,0.000623104,0.001358898,0.0006679931,0.001042619,0.001202533,0.0007066092,0.0003329847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007604955,"about_ca_system_score_gemma":0.0007468801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006021549,"about_ca_topic_score_gemma":0.006755809,"domain_scores_codex":[0.9985785,0.0006236664,0.00015498,0.0002928716,0.0001485158,0.0002013899],"domain_scores_gemma":[0.9952832,0.0005486391,0.002246931,0.0004504528,0.0004698845,0.00100093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002108613,0.00009315608,0.998414,0.000024513,0.00008064316,0.0001459598,0.0002033203,0.00001669612,0.00008477559,0.00002267184,0.0001990455,0.0005044632],"study_design_scores_gemma":[0.00006827471,0.0002584573,0.9974136,0.00002468249,0.00006272863,0.0005289365,0.00106667,0.0001577974,0.00002490111,0.00002640217,0.0003567958,0.00001080269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991832,0.0001595557,0.00004629205,0.00006221523,0.000004899281,0.00002758076,0.0003947922,0.000001859009,0.0001195708],"genre_scores_gemma":[0.9988625,0.0001175545,0.0001093277,0.00009070785,0.00002527589,0.00003490855,0.0007203773,0.000002609959,0.00003680796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006021549,"threshold_uncertainty_score":0.01261628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1334797041629262,"score_gpt":0.4457413198093317,"score_spread":0.3122616156464055,"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."}}