{"id":"W4205350231","doi":"10.1002/lt.26408","title":"Risk Factors for Posttransplantation Mortality in Recipients With Grade 3 Acute‐on‐Chronic Liver Failure: Analysis of a North American Consortium","year":2022,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Liver transplantation; Internal medicine; Intensive care unit; Transplantation; Gastroenterology; Respiratory failure; Portal vein thrombosis; Thrombosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001489008,0.0002515044,0.0005201497,0.0007655012,0.0001672433,0.00001086003,0.0001106376,0.00003599523,0.00006478273],"category_scores_gemma":[0.000002537226,0.0002287204,0.0002454326,0.00161042,0.0001082911,0.0001935823,0.000003979384,0.0002403837,0.000001895878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001901791,"about_ca_system_score_gemma":0.0001337505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002314842,"about_ca_topic_score_gemma":0.01153437,"domain_scores_codex":[0.9979705,0.0001989196,0.0004568303,0.0004815631,0.00060304,0.0002891906],"domain_scores_gemma":[0.9989492,0.0002800501,0.000326552,0.0002335468,0.00009504694,0.0001155485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005079273,0.0004841929,0.9683043,0.0004657647,0.004424811,0.0002640977,0.007001106,0.01324868,0.0003467898,0.00005379615,0.000002863883,0.000324311],"study_design_scores_gemma":[0.003675631,0.002100194,0.9576431,0.0000582107,0.02928466,0.00002156755,0.0002796176,0.003897732,0.002794791,0.000004259985,0.000004255792,0.0002359545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872342,0.00004162786,0.004017441,0.00002505939,0.00005332364,0.001180675,0.007376496,0.00004730298,0.00002381422],"genre_scores_gemma":[0.9851292,0.001716761,0.0003205049,0.00006779769,0.00001923786,0.0002138731,0.01249459,0.00002763709,0.0000104441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02485985,"threshold_uncertainty_score":0.9326946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01691907355878852,"score_gpt":0.2683434877132768,"score_spread":0.2514244141544883,"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."}}