{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002181753,0.0001171017,0.0001577169,0.00009093729,0.00001297495,0.00001058245,0.00007208916,0.00005187885,0.0006730153],"category_scores_gemma":[0.000004956515,0.00009269326,0.00003331008,0.00007189102,0.00005491063,0.0001787885,0.00002475524,0.0001280372,0.00006216364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000694265,"about_ca_system_score_gemma":0.00007782726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002431033,"about_ca_topic_score_gemma":0.000202372,"domain_scores_codex":[0.9991584,0.00002195079,0.0001482199,0.000210906,0.0003561152,0.0001044487],"domain_scores_gemma":[0.9991506,0.00003137024,0.00006955076,0.0001220333,0.0005682431,0.00005817786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008368055,0.00007638653,0.9946368,0.0001680417,0.0006104041,0.00007496629,0.003076721,0.000008198173,0.00004883231,0.0002687773,0.00003962656,0.0001544428],"study_design_scores_gemma":[0.004387843,0.0003845194,0.9928427,0.0003667649,0.0002946776,0.00001143796,0.0007745675,0.0001325684,0.0006195818,0.00001426102,0.00007700139,0.00009402575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980192,0.000035587,0.000007464113,0.00007869244,0.0000848088,0.0003543448,0.0002816077,0.00001469912,0.001123581],"genre_scores_gemma":[0.9988327,0.00005598881,0.00005544018,0.000164422,0.00003860075,0.000006956307,0.0006802212,0.00001273027,0.0001529229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003551038,"threshold_uncertainty_score":0.7369046,"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."}}