{"id":"W3100305806","doi":"10.1097/tp.0000000000003550","title":"Liver Transplantation in Acute-on-chronic Liver Failure","year":2020,"lang":"en","type":"review","venue":"Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Liver transplantation; Intensive care medicine; Cirrhosis; Prioritization; Liver disease; Chronic liver disease; Liver failure; Intensive care; Transplantation; Disease; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001229113,0.0007207621,0.001537695,0.0006067509,0.00008127227,0.00004575047,0.0001894723,0.0005532742,0.0003043527],"category_scores_gemma":[0.00000259234,0.000640942,0.0005935706,0.000665582,0.00005867493,0.0003164232,0.000004201085,0.0008016931,0.001051109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003695248,"about_ca_system_score_gemma":0.0006484518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006094233,"about_ca_topic_score_gemma":0.0002385174,"domain_scores_codex":[0.9970118,0.0002461199,0.0008816282,0.0008396342,0.0005865591,0.0004342892],"domain_scores_gemma":[0.9988924,0.0002437486,0.0002446134,0.0002986216,0.00005724165,0.0002633548],"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":[0.00173691,0.0003121578,0.00004954875,0.2637175,0.001628035,0.02931612,0.004398869,0.00002163648,0.00002398829,0.0006136558,0.0001196926,0.6980619],"study_design_scores_gemma":[0.03014945,0.005778123,0.005188874,0.2743077,0.1994952,0.0149962,0.0001940819,0.001101784,0.0007765524,0.0001121935,0.4624758,0.005424058],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003508114,0.99297,0.001156094,0.00008917906,0.0001811992,0.002742828,0.001170112,0.0002052444,0.001134465],"genre_scores_gemma":[0.003159151,0.9843335,0.0002498024,0.0001471185,0.0003119176,0.0002780224,0.01131738,0.000120706,0.000082381],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6926379,"threshold_uncertainty_score":0.9997267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02841604333006727,"score_gpt":0.3033458425329704,"score_spread":0.2749297992029032,"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."}}