{"id":"W2741272096","doi":"10.1002/cld.646","title":"Improving outcomes for transplantation of critically ill patients with cirrhosis?","year":2017,"lang":"en","type":"review","venue":"Clinical Liver Disease","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Liver transplantation; Intensive care medicine; Transplantation; Cirrhosis; Hepatic encephalopathy; Sepsis; Encephalopathy; Organ dysfunction; Liver disease; Cohort; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002258398,0.0003845969,0.001843022,0.0001138234,0.0001036377,0.00003005022,0.0002241926,0.0002447429,0.00004112639],"category_scores_gemma":[0.0006283202,0.0002611373,0.001328426,0.00004986953,0.0002418965,0.0001775124,0.00001774989,0.0002371091,0.00002499469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003214423,"about_ca_system_score_gemma":0.0007236847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001345978,"about_ca_topic_score_gemma":0.000003236542,"domain_scores_codex":[0.9975573,0.0001205319,0.001093618,0.000587248,0.0003751898,0.0002661512],"domain_scores_gemma":[0.9959109,0.001023017,0.0005978423,0.0006330173,0.001192368,0.0006428325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00242186,0.001656901,0.08555982,0.1649332,0.001814317,0.0001626,0.00002754259,6.392293e-8,1.634374e-8,0.000159656,0.00006532082,0.7431987],"study_design_scores_gemma":[0.01169883,0.001472618,0.7350649,0.03968569,0.1540103,0.000004491952,0.000006999956,0.00003077352,3.955816e-7,0.00007290853,0.05707534,0.0008768413],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001632857,0.984122,0.001502559,0.00009300256,0.0004314843,0.005245612,0.006749003,0.00007469668,0.0001487463],"genre_scores_gemma":[0.00311387,0.9907894,0.0007147558,0.0004682596,0.0001857861,0.0002361267,0.004299663,0.00007484886,0.0001172481],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7423218,"threshold_uncertainty_score":0.9999841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1106133907125472,"score_gpt":0.4232709327778374,"score_spread":0.3126575420652902,"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."}}