{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008506706,0.0002869788,0.0008181179,0.000928645,0.0001891687,0.0008606944,0.000394294,0.0003512954,0.001513722],"category_scores_gemma":[0.001945884,0.0001228372,0.0006226704,0.001240547,0.0003081832,0.0007882125,0.0003987557,0.0007339473,0.0005308211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004985497,"about_ca_system_score_gemma":0.001026463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001195116,"about_ca_topic_score_gemma":0.002100422,"domain_scores_codex":[0.9995545,0.0001381577,0.0001199332,0.00005584897,0.0001030728,0.0000284405],"domain_scores_gemma":[0.9993145,0.000370796,0.0001742361,0.0000171269,0.00009492254,0.00002833087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001565563,0.00002569553,0.00540352,0.01586107,0.0002330836,0.0005943733,0.000279922,0.0003675222,0.0006237515,0.002349264,0.01790405,0.9562011],"study_design_scores_gemma":[0.00005662059,0.0004889917,0.03183407,0.02821229,0.001126897,0.01376684,0.000572547,0.0003405374,0.0007265373,0.004003349,0.9188064,0.00006483038],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.000944638,0.9972255,0.0001970561,0.000649587,0.0002259609,0.000005621283,0.00002800726,0.00001009355,0.0007135924],"genre_scores_gemma":[0.006503894,0.9921705,0.0002619533,0.0003093607,0.000400387,0.00001164692,0.00005025164,0.000003546358,0.0002884679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001513722,"threshold_uncertainty_score":0.005063891,"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."}}