{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00109521,0.0003098929,0.0002882459,0.001029274,0.000549108,0.000831373,0.0004350168,0.0003619679,0.0009362908],"category_scores_gemma":[0.001631723,0.0002327514,0.0005431419,0.001293391,0.0004381955,0.0003240643,0.0006958735,0.0003933575,0.0001423213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000582421,"about_ca_system_score_gemma":0.0006916838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0239076,"about_ca_topic_score_gemma":0.02619454,"domain_scores_codex":[0.9994262,0.0001979838,0.00004811404,0.0001020963,0.0001299307,0.00009561798],"domain_scores_gemma":[0.9978716,0.000326589,0.0008137461,0.0002300217,0.0003008722,0.0004570988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007721744,0.0000184683,0.9992338,0.000002729069,0.00003732905,0.00002492665,0.00004798716,0.00001579206,0.00006393394,0.000007022723,0.00006083538,0.0004099578],"study_design_scores_gemma":[0.000007851661,0.00002262462,0.9995463,0.000002578622,0.00001652501,0.00008632517,0.0001156287,0.0001044603,0.00001822259,0.00000610533,0.00007137591,0.000001929082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995111,0.00007708823,0.00002260203,0.00002257972,0.000001771298,0.000004673615,0.0001739934,9.463061e-7,0.0001851463],"genre_scores_gemma":[0.9992606,0.00008080312,0.00003891756,0.00001921075,0.00001034069,0.000008794216,0.0005038409,0.000001826804,0.0000756115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0239076,"threshold_uncertainty_score":0.04753691,"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."}}