{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004078473,0.0001646561,0.0004669679,0.0003793466,0.0005367923,0.0000204114,0.0003670884,0.0001259353,0.0001305476],"category_scores_gemma":[0.0002845835,0.0001646719,0.00008800683,0.0005657688,0.000206076,0.00006518792,0.0003020033,0.0005258438,0.0002048575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002602482,"about_ca_system_score_gemma":0.0003343434,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003382142,"about_ca_topic_score_gemma":0.04901741,"domain_scores_codex":[0.998112,0.0006862088,0.0004983689,0.0002704508,0.000120851,0.0003121151],"domain_scores_gemma":[0.9970946,0.0005374125,0.0001347523,0.001826929,0.0002802942,0.0001259633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001147607,0.001649935,0.9856807,0.00003600662,0.0002524547,0.00001490693,0.0005230373,7.926765e-7,0.00003608891,0.00618046,0.004619103,0.0008917337],"study_design_scores_gemma":[0.003848028,0.0001492525,0.9692168,0.0001328641,0.0003156998,0.000004325549,0.0001592856,0.01696686,0.00002458477,0.0002288117,0.00882659,0.0001269627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9255245,0.000662667,0.0001496703,0.0216111,0.0002074588,0.00193416,0.00001405625,0.0003730584,0.04952332],"genre_scores_gemma":[0.9862952,0.001438861,0.0007911557,0.006144708,0.000009466664,0.0004770458,0.0001170867,0.00001803662,0.004708422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06077071,"threshold_uncertainty_score":0.9683356,"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."}}