{"id":"W2925188819","doi":"10.1016/j.jhepr.2019.02.005","title":"Acute-on-chronic liver failure: Objective admission and support criteria in the intensive care unit","year":2019,"lang":"en","type":"review","venue":"JHEP Reports","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Decompensation; Hepatorenal syndrome; Intensive care unit; Cirrhosis; Portopulmonary hypertension; Intensive care medicine; Liver transplantation; Hepatic encephalopathy; Intensive care; Transplantation; Internal medicine","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":[0.0008719953,0.0007979992,0.001443312,0.002126284,0.0003569994,0.0008738597,0.0009387938,0.0007347133,0.003298206],"category_scores_gemma":[0.001760422,0.000118614,0.000581704,0.0027043,0.0005265499,0.0006880937,0.000601794,0.001257313,0.001203538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006143546,"about_ca_system_score_gemma":0.001877504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002117029,"about_ca_topic_score_gemma":0.004032334,"domain_scores_codex":[0.9994654,0.0001242287,0.000139144,0.00004761899,0.0001758172,0.00004768197],"domain_scores_gemma":[0.9989696,0.0003199361,0.0003085531,0.00002162829,0.000280578,0.0000997627],"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":[0.0001730884,0.0001249808,0.005863511,0.0330992,0.0003021806,0.001409568,0.0001631729,0.0003627378,0.0005693437,0.004363804,0.1316364,0.8219321],"study_design_scores_gemma":[0.0002449815,0.0001802306,0.04621245,0.07859092,0.0007518023,0.02094053,0.0005947442,0.0006211147,0.0004771953,0.00560389,0.8456669,0.0001152309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006294405,0.9913117,0.0005320407,0.001459225,0.0005785929,0.00009550721,0.000235113,0.00001973557,0.005138762],"genre_scores_gemma":[0.01495562,0.9766622,0.001951152,0.001836291,0.001468894,0.0002086556,0.001069601,0.000009055439,0.001838518],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003298206,"threshold_uncertainty_score":0.01103354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0476759078300027,"score_gpt":0.3648379389039142,"score_spread":0.3171620310739115,"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."}}