{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008564926,0.0002792088,0.000297303,0.0006026516,0.0007634046,0.001120352,0.0004394435,0.001463599,0.0206642],"category_scores_gemma":[0.009626303,0.00009779436,0.0004557352,0.0003601007,0.0003219285,0.002023575,0.001141498,0.003892638,0.002557649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007840493,"about_ca_system_score_gemma":0.00140372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002462677,"about_ca_topic_score_gemma":0.005515969,"domain_scores_codex":[0.9997274,0.0001188416,0.00002137171,0.00001884083,0.00004519672,0.00006841855],"domain_scores_gemma":[0.9975671,0.0003664931,0.0002341725,0.00002311934,0.0003935366,0.001415646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009514022,0.00008401806,0.007729219,0.0003693586,0.00001554252,0.0005198533,0.0004767061,0.00004250035,0.00005743303,0.0003361825,0.9160496,0.07422453],"study_design_scores_gemma":[0.0006767325,0.001030353,0.08542455,0.01161754,0.0001763094,0.005522239,0.01245963,0.0006995119,0.000349466,0.01187133,0.8699663,0.0002061411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01577869,0.04540264,0.000605814,0.8902594,0.02802718,0.0001257115,0.0006854102,0.0003021543,0.01881307],"genre_scores_gemma":[0.2475667,0.1724082,0.005423238,0.4045438,0.1385987,0.0007977734,0.002122703,0.0003849333,0.02815397],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0206642,"threshold_uncertainty_score":0.06912857,"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."}}