{"id":"W2919635230","doi":"10.1111/liv.14083","title":"Lactate and number of organ failures predict intensive care unit mortality in patients with acute‐on‐chronic liver failure","year":2019,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Intensive care unit; Cirrhosis; Internal medicine; Chronic liver disease; Mortality rate; SOFA score; APACHE II; Intensive care medicine; Liver disease; Area under the curve; Emergency medicine","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":[0.001439077,0.0005944847,0.0004089208,0.0006558457,0.0003055254,0.0007965652,0.0004117959,0.0005066393,0.0007708424],"category_scores_gemma":[0.005378037,0.0001649979,0.0004528651,0.000352135,0.0002363302,0.0003465133,0.0005219496,0.0008392272,0.0001944815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000638766,"about_ca_system_score_gemma":0.0007503339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01325123,"about_ca_topic_score_gemma":0.01355596,"domain_scores_codex":[0.999689,0.0001012742,0.00003340704,0.00005069197,0.00006874254,0.00005699587],"domain_scores_gemma":[0.9981483,0.0006970862,0.000397385,0.00008256966,0.0003685626,0.0003060862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002092896,0.00005083889,0.9963118,0.0000073623,0.00003827221,0.00002311047,0.00002342469,0.0005612693,0.00007646697,0.000006293695,0.000187274,0.002504542],"study_design_scores_gemma":[0.00002622369,0.0001685434,0.9844421,0.00002083929,0.00005025631,0.00009510123,0.0001128381,0.01466228,0.000202972,0.00007235817,0.0001389413,0.000007547297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989214,0.0001962871,0.0002090825,0.0001197902,0.00001138048,0.00001173779,0.0002454956,0.000007304274,0.000277525],"genre_scores_gemma":[0.9992318,0.0000515165,0.0001479585,0.00001551097,0.00001000917,0.000004990677,0.0004806706,0.000001104831,0.00005651412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01325123,"threshold_uncertainty_score":0.02634823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007620183770788836,"score_gpt":0.2521592820350504,"score_spread":0.2445390982642616,"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."}}