{"id":"W2118301126","doi":"10.1002/lt.24139","title":"High risk of delisting or death in liver transplant candidates following infections: Results from the North American consortium for the study of end‐stage liver disease","year":2015,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Liver transplantation; Transplantation; Cirrhosis; Liver disease; Model for End-Stage Liver Disease; Internal medicine; Hepatology; Stage (stratigraphy); Hepatitis C; Disease; Gastroenterology; 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":[0.0003986243,0.0002203928,0.000367457,0.0001185279,0.0001544149,0.00001854818,0.0001507631,0.00003868618,0.0000109938],"category_scores_gemma":[0.00007542661,0.0001335728,0.0001522074,0.000368127,0.0001094293,0.0002137416,0.000006307813,0.0001800101,0.000002463698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004964978,"about_ca_system_score_gemma":0.0002257762,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1112095,"about_ca_topic_score_gemma":0.08139792,"domain_scores_codex":[0.9980682,0.0002830881,0.000643726,0.000344439,0.0004392074,0.0002213471],"domain_scores_gemma":[0.9968925,0.002163802,0.0003421147,0.0003035691,0.0001580645,0.0001399573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01664229,0.0006919659,0.9396239,0.0002847468,0.0007780605,0.0004106708,0.038447,0.002198851,0.00004005743,0.00002729402,0.000008883658,0.0008462629],"study_design_scores_gemma":[0.009664482,0.0008505216,0.9726041,0.0002863946,0.007728678,0.000007691377,0.002496613,0.005720505,0.0004606385,0.00001160342,0.00001030267,0.000158473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884804,0.0004485744,0.003085808,0.00004798099,0.0001258603,0.001929332,0.005833033,0.00003416271,0.0000147998],"genre_scores_gemma":[0.9947251,0.003128424,0.0002511495,0.00006790748,0.00007943955,0.0001403079,0.001564723,0.00002370577,0.00001920851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03595039,"threshold_uncertainty_score":0.9353642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03526885221238419,"score_gpt":0.2793051390700822,"score_spread":0.244036286857698,"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."}}