{"id":"W4413947847","doi":"10.1097/lvt.0000000000000724","title":"Post-liver transplantation outcomes in acute-on-chronic liver failure: Impact of alcohol as a precipitant and etiology of chronic liver disease","year":2025,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Internal medicine; Liver transplantation; Hepatocellular carcinoma; Liver disease; Alcoholic liver disease; Chronic liver disease; Etiology; Gastroenterology; Diabetes mellitus; Kidney disease; Transplantation; Proportional hazards model; Logistic regression; Retrospective cohort study; Surgery; Cirrhosis; Endocrinology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001708559,0.000415461,0.000668462,0.000694902,0.00007403556,0.00001646697,0.0001435384,0.0002382899,0.0002491462],"category_scores_gemma":[0.0000106328,0.0003611478,0.0003289005,0.0003713303,0.0002167011,0.0004433798,0.00001009602,0.000276163,0.00002786245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002852597,"about_ca_system_score_gemma":0.0006658743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00177293,"about_ca_topic_score_gemma":0.001220453,"domain_scores_codex":[0.9977019,0.0002336561,0.0007013435,0.0005721306,0.0004059765,0.0003849929],"domain_scores_gemma":[0.9986901,0.0003834998,0.0002202817,0.0003054083,0.0002024852,0.000198203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06851123,0.003898008,0.6889197,0.04776608,0.008000971,0.01185312,0.03317311,0.002160784,0.113944,0.008929094,0.00007627636,0.01276759],"study_design_scores_gemma":[0.00919747,0.002552927,0.9656939,0.001755971,0.00544921,0.000161907,0.00007227276,0.002307445,0.01235916,0.000132535,0.000003353856,0.0003138506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992448,0.002736888,0.001231525,0.0001529158,0.0001039934,0.001530128,0.001430237,0.00005142131,0.0003149498],"genre_scores_gemma":[0.9588073,0.03930921,0.0001580156,0.0001332126,0.00003909053,0.00008707776,0.001323679,0.00003022823,0.0001121607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2767742,"threshold_uncertainty_score":0.9998841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008787116086953834,"score_gpt":0.285768381261539,"score_spread":0.2769812651745852,"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."}}