{"id":"W2903420331","doi":"10.1055/s-0038-1675334","title":"Emerging Role of Extracorporeal Support in Acute and Acute-on-Chronic Liver Failure: Recent Developments","year":2018,"lang":"en","type":"review","venue":"Seminars in Respiratory and Critical Care Medicine","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Extracorporeal; Medicine; Bioartificial liver device; Artificial liver; Hepatic encephalopathy; Intensive care medicine; Life support; Liver transplantation; Detoxification (alternative medicine); Liver regeneration; Transplantation; Encephalopathy; Intensive care unit; Liver failure; Surgery; Internal medicine; Regeneration (biology); Hepatocyte; Pathology; Biology; Cirrhosis","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"],"consensus_categories":[],"category_scores_codex":[0.0003766687,0.000384757,0.001342105,0.0004671695,0.00004669961,0.000006580204,0.00009763335,0.0003311661,0.000165347],"category_scores_gemma":[0.00007920415,0.0002966037,0.00007779001,0.0003411827,0.0005142615,0.00008078674,0.00004893963,0.0004964743,0.000005522435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001892364,"about_ca_system_score_gemma":0.0005123899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008511031,"about_ca_topic_score_gemma":0.00003963714,"domain_scores_codex":[0.997686,0.0001527384,0.0008333121,0.0005547514,0.0004263302,0.0003468635],"domain_scores_gemma":[0.9989518,0.0002820724,0.0001118549,0.0002316295,0.000143715,0.0002789464],"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":[0.0002461117,0.0001016191,0.002974658,0.03787476,0.0002834925,0.002879091,0.002452101,1.59951e-8,0.0000312252,0.0002873455,0.0002426802,0.9526269],"study_design_scores_gemma":[0.006119063,0.008828329,0.004157645,0.2120603,0.01420191,0.000641886,0.0040812,0.000005274433,0.000305263,0.0002299518,0.7483037,0.001065503],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006645882,0.9914223,0.000003270511,0.00007112543,0.0001247983,0.0006654778,0.00008862329,0.00001387038,0.0009646742],"genre_scores_gemma":[0.01232018,0.9867292,0.00008619856,0.0002489584,0.0001930865,0.00007817793,0.0002899254,0.00003546021,0.00001878656],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9515614,"threshold_uncertainty_score":0.9999486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03134924662635549,"score_gpt":0.3603649755726893,"score_spread":0.3290157289463338,"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."}}