{"id":"W4407624513","doi":"10.1097/hep.0000000000001268","title":"Liver transplantation for cholestatic liver diseases: Timing and disease recurrence","year":2025,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Primary sclerosing cholangitis; Liver transplantation; Ursodeoxycholic acid; Liver disease; Internal medicine; Malignancy; Disease; Intensive care medicine; Transplantation; Gastroenterology","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":[0.00003972909,0.0000964534,0.0001778679,0.00007932547,0.0001036239,0.00001070806,0.00004557108,0.00004043051,0.00005319626],"category_scores_gemma":[0.0001488357,0.0000883553,0.00006256688,0.00007758202,0.0001055482,0.00007479927,0.00001914615,0.00006812769,0.000008252543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002521181,"about_ca_system_score_gemma":0.0001908259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005938156,"about_ca_topic_score_gemma":0.000006566617,"domain_scores_codex":[0.9993958,0.00004859394,0.0001315632,0.0002014571,0.00005348513,0.0001690469],"domain_scores_gemma":[0.9993816,0.0001738985,0.0000309497,0.0001566276,0.00006223313,0.0001946899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002606687,0.0004663686,0.9234371,0.005978251,0.0001358356,0.0004333548,0.0006820994,0.000001139298,0.00005979801,0.007799351,0.004724902,0.0536751],"study_design_scores_gemma":[0.002589124,0.0001700411,0.9694347,0.0003827918,0.001647432,0.00004368791,0.00009413003,0.01953248,0.00005500267,0.002129727,0.003761909,0.0001589178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835932,0.006727837,0.00715017,0.001133752,0.0001743026,0.0006818887,0.0001897367,0.00005123852,0.0002979369],"genre_scores_gemma":[0.9940666,0.003451888,0.0004439955,0.001498166,0.00002297756,0.00008011709,0.0001725722,0.000007379045,0.000256286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05351618,"threshold_uncertainty_score":0.3603024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02426032229165649,"score_gpt":0.3015831346507086,"score_spread":0.2773228123590522,"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."}}