{"id":"W4408303709","doi":"10.1016/j.jhepr.2025.101332","title":"Recurrence of autoimmune hepatitis cholestatic variant syndromes after liver transplantation affects graft and patient survival","year":2025,"lang":"en","type":"article","venue":"JHEP Reports","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Sir Jules Thorn Charitable Trust; European Association for the Study of the Liver; Canadian Institutes of Health Research; Canadian Liver Foundation; Medical Research Foundation; Medical Research Council; Soy Nutrition Institute; Queen Elizabeth Hospital Birmingham Charity","keywords":"Medicine; Cholestatic hepatitis; Liver transplantation; Autoimmune hepatitis; Transplantation; Hepatitis; Gastroenterology; Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001205248,0.0001138526,0.0002688357,0.00009010393,0.0000449949,0.00001340368,0.00002521954,0.0000471901,0.00008059579],"category_scores_gemma":[0.00006376941,0.00009831492,0.0000679752,0.0001437342,0.00007435174,0.000100807,0.00002842686,0.0000950167,0.00000130817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002994954,"about_ca_system_score_gemma":0.0001128412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007828845,"about_ca_topic_score_gemma":0.00002398628,"domain_scores_codex":[0.9991063,0.00006535891,0.000311995,0.0002009528,0.0001886224,0.000126716],"domain_scores_gemma":[0.9993634,0.00006630058,0.0001441852,0.0002835067,0.00008000077,0.00006259281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003997856,0.0006107597,0.9467083,0.003211799,0.000245316,0.01286234,0.002398059,0.000003644438,0.0006480342,0.0002034396,0.0002680417,0.03244051],"study_design_scores_gemma":[0.0004089398,0.0002525181,0.9960293,0.000896837,0.0003315272,0.0007665529,0.00005584535,0.0001179761,0.0006886396,0.0001224992,0.0002393126,0.00009000519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955239,0.002442943,0.0001997883,0.000106048,0.0003637919,0.0003890887,0.00002211869,0.00002371164,0.0009286418],"genre_scores_gemma":[0.9978278,0.001584201,0.000202507,0.00008543778,0.000006298257,0.00003439658,0.00004793198,0.000007529485,0.0002038567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04932107,"threshold_uncertainty_score":0.4009166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007658159732313399,"score_gpt":0.2407058491069453,"score_spread":0.2330476893746319,"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."}}