{"id":"W4414082397","doi":"10.1007/s00134-025-08101-x","title":"How to interpret changes in liver tests after blood purification in critically ill patients with liver failure","year":2025,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Critically ill; Liver failure; Anesthesiology; Pain medicine; Resuscitation; Critical illness","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006437209,0.001800506,0.0027362,0.004988737,0.0007640018,0.007249574,0.001346352,0.003176611,0.003015602],"category_scores_gemma":[0.04024507,0.0009614432,0.001446114,0.001325125,0.00116534,0.003504643,0.001228305,0.004377198,0.003878999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000718787,"about_ca_system_score_gemma":0.001432649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002523792,"about_ca_topic_score_gemma":0.004125937,"domain_scores_codex":[0.9954435,0.001804332,0.0009953622,0.000269887,0.001235684,0.0002512473],"domain_scores_gemma":[0.9801611,0.008475386,0.001619527,0.00103899,0.007272627,0.001432338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003232339,0.00104394,0.353146,0.002397388,0.0008549638,0.01371671,0.001999323,0.002192178,0.01495425,0.001701753,0.09115449,0.5136067],"study_design_scores_gemma":[0.001440992,0.003280628,0.643001,0.008665442,0.002755706,0.05518659,0.01531639,0.04571298,0.05841447,0.02237841,0.1425241,0.00132327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.449147,0.07670211,0.2124729,0.1246849,0.02986893,0.003811149,0.004780539,0.01433885,0.08419361],"genre_scores_gemma":[0.6629312,0.01818459,0.2769118,0.01905071,0.01294077,0.001151161,0.001342643,0.001196737,0.00629048],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007249574,"threshold_uncertainty_score":0.03404361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006550227309667204,"score_gpt":0.2409320818825287,"score_spread":0.2343818545728615,"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."}}