{"id":"W3125665624","doi":"10.1016/j.cgh.2021.01.021","title":"Predicting Long-term Survival After Liver Transplantation in Patients With NASH Cirrhosis","year":2021,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Toronto General Hospital; University Health Network","funders":"Toronto General and Western Hospital Foundation","keywords":"Medicine; Cirrhosis; Nonalcoholic steatohepatitis; Liver transplantation; Metabolic syndrome; Internal medicine; Hyperlipidemia; Diabetes mellitus; Steatohepatitis; Gastroenterology; Transplantation; Intensive care medicine; Obesity; Fatty liver; Nonalcoholic fatty liver disease; Endocrinology; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000806459,0.0004393826,0.0004159299,0.0008321421,0.0005472401,0.0009128511,0.0003408616,0.000777868,0.001536314],"category_scores_gemma":[0.002301014,0.0001793017,0.0006293359,0.0006117917,0.0004225838,0.0008227242,0.0006767875,0.001003924,0.000325029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004033237,"about_ca_system_score_gemma":0.0004579764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002049313,"about_ca_topic_score_gemma":0.00435245,"domain_scores_codex":[0.9997101,0.00009157717,0.00003253343,0.00003399519,0.00003492558,0.0000967626],"domain_scores_gemma":[0.9983703,0.0004146237,0.0004266614,0.0000645322,0.0001356871,0.000588193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001756254,0.00003017628,0.9985102,0.000003975688,0.00002912547,0.00006603159,0.00001896125,0.00007005925,0.00005589682,0.0000111028,0.00006323993,0.0009656539],"study_design_scores_gemma":[0.00001032783,0.0002169833,0.997982,0.00001090683,0.00006360478,0.0003257088,0.0002544533,0.000792972,0.00005725498,0.0001078771,0.0001697132,0.000008058071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986084,0.0003385237,0.00007059918,0.0001762631,0.00002952142,0.000003380613,0.0001200155,0.000003211368,0.0006501325],"genre_scores_gemma":[0.9992562,0.0001186026,0.00005036631,0.00004336426,0.00004908794,0.00000277002,0.0002563923,0.000001196262,0.0002220954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002049313,"threshold_uncertainty_score":0.00513947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01755194062547085,"score_gpt":0.2874373087195577,"score_spread":0.2698853680940869,"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."}}