{"id":"W2914658976","doi":"10.1002/lt.25426","title":"Outcomes After Listing for Liver Transplant in Patients With Acute‐on‐Chronic Liver Failure: The Multicenter North American Consortium for the Study of End‐Stage Liver Disease Experience","year":2019,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Liver transplantation; Model for End-Stage Liver Disease; Cirrhosis; Liver disease; Dialysis; Creatinine; Internal medicine; Chronic liver disease; Gastroenterology; Kidney disease; Hepatorenal syndrome; Transplantation; Perioperative; Stage (stratigraphy); Renal replacement therapy; Surgery","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":[0.0001126187,0.00033839,0.0003885395,0.0001279341,0.0001473897,0.00003164206,0.0002068995,0.00004248291,0.00007295409],"category_scores_gemma":[0.000005284372,0.0001959696,0.0001735796,0.0002151987,0.0001781379,0.0003087666,0.000007483754,0.0001789242,0.00001148768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000735073,"about_ca_system_score_gemma":0.00009146779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006289771,"about_ca_topic_score_gemma":0.004282085,"domain_scores_codex":[0.9980303,0.000108252,0.0004421334,0.0005106391,0.0005281127,0.0003805421],"domain_scores_gemma":[0.9983053,0.000791399,0.0002159406,0.0003899962,0.0001746945,0.0001227142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0217563,0.00105325,0.9385404,0.001244235,0.0005699279,0.0001897281,0.03550984,0.0003005305,0.00002385734,0.00002514748,0.000002839842,0.0007839449],"study_design_scores_gemma":[0.01217014,0.00196873,0.9768563,0.000288036,0.003336886,0.000003458591,0.001258119,0.003648294,0.0001909917,4.693756e-7,0.00002160938,0.0002569976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892588,0.0001312879,0.001974278,0.00006465393,0.000101592,0.006886777,0.001543211,0.00003183851,0.000007606386],"genre_scores_gemma":[0.9972023,0.0004940119,0.000170008,0.0003150343,0.00004553841,0.001079192,0.0005852433,0.00004421556,0.00006448317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03831587,"threshold_uncertainty_score":0.7991406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037793581959225,"score_gpt":0.2503594426625743,"score_spread":0.2399815068429821,"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."}}