{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008498171,0.0006132582,0.001198729,0.002022203,0.0002373613,0.001045742,0.0006902928,0.001086189,0.003531519],"category_scores_gemma":[0.001328805,0.000162657,0.0006151525,0.002089325,0.0005065621,0.001507613,0.0006681653,0.00166882,0.0008725783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004241924,"about_ca_system_score_gemma":0.001023487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007638519,"about_ca_topic_score_gemma":0.001454734,"domain_scores_codex":[0.9997612,0.00005355797,0.00004485857,0.00004080592,0.00007914238,0.00002052849],"domain_scores_gemma":[0.9991022,0.0005331098,0.0001080068,0.00001716816,0.0001817212,0.00005769849],"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":[0.00007806623,0.00005858824,0.0002620934,0.02416841,0.0001036832,0.0001645866,0.0000729404,0.0002273377,0.0005971506,0.002639237,0.01575302,0.9558749],"study_design_scores_gemma":[0.00003077814,0.0001907776,0.001747414,0.009744297,0.0003236644,0.002245939,0.0001708975,0.0001723565,0.0003478889,0.003089229,0.9819062,0.00003062802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006458077,0.9992704,0.00004603194,0.0002390839,0.0001001633,0.000001323472,0.000004823901,0.000002479591,0.0002711709],"genre_scores_gemma":[0.0005894138,0.9988199,0.00009524862,0.0001625384,0.0001790789,0.00000233675,0.00001064696,7.399711e-7,0.0001400418],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003531519,"threshold_uncertainty_score":0.01181412,"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."}}