{"id":"W1984306925","doi":"10.1097/mpg.0b013e3182349a04","title":"Pediatric End‐stage Liver Disease Score in Acute Liver Failure to Assess Poor Prognosis","year":2011,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alberta Innovates - Health Solutions","keywords":"Medicine; Liver failure; Model for End-Stage Liver Disease; Stage (stratigraphy); Liver disease; Disease; Internal medicine; Severity of illness; Gastroenterology; Intensive care medicine; Liver transplantation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002019198,0.0001568033,0.0002967611,0.0007001789,0.00004407874,0.00001230625,0.00008122386,0.00009466134,0.0001117092],"category_scores_gemma":[0.00001355999,0.0001372559,0.0001273526,0.0002202776,0.00003000292,0.0003314998,0.00002127647,0.0002847844,0.00000966097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003718186,"about_ca_system_score_gemma":0.00006694587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001363898,"about_ca_topic_score_gemma":0.00002886812,"domain_scores_codex":[0.9987714,0.0001139234,0.0004207699,0.0001998551,0.000226196,0.0002678313],"domain_scores_gemma":[0.9990793,0.00003495993,0.0002220144,0.00007327589,0.0001710183,0.0004194659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007343046,0.001070044,0.9868766,0.0005417429,0.0001069258,0.002866182,0.0003613643,6.221887e-7,0.00009081941,0.00001214695,0.0006621274,0.00006836471],"study_design_scores_gemma":[0.004318027,0.002438188,0.9895686,0.00006428199,0.002969355,0.0003340313,0.00006802902,0.00001672234,0.00009263364,0.00003932307,0.00001469391,0.00007612521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972942,0.001091316,0.0004989132,0.0004741139,0.0001413556,0.0004190163,0.00006172713,0.00001185187,0.000007448507],"genre_scores_gemma":[0.9888062,0.008302727,0.001569308,0.0004461901,0.0007947563,0.00002715493,0.00003033567,0.0000131229,0.00001019799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008488051,"threshold_uncertainty_score":0.5597134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03038064047752907,"score_gpt":0.2526662724331167,"score_spread":0.2222856319555876,"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."}}