{"id":"W3036928203","doi":"10.7759/cureus.8721","title":"The Use of High Volume Plasmapheresis in Acute Liver Failure","year":2020,"lang":"en","type":"article","venue":"Cureus","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Regina","funders":"","keywords":"Plasmapheresis; Medicine; Extracorporeal; Liver transplantation; Intensive care unit; Intensive care medicine; Liver failure; Plasma volume; Intravascular volume status; Transplantation; Hemodynamics; Surgery; Internal medicine; Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.00001684859,0.00005160577,0.00009554323,0.0000100404,0.00002104328,0.00000850197,0.00004884175,0.00003466833,0.000129659],"category_scores_gemma":[0.00001119319,0.0000352133,0.00003836584,0.00009186691,0.00002906979,0.0000904935,0.000009347694,0.00006438029,0.00004872131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001021468,"about_ca_system_score_gemma":0.00003158737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002472697,"about_ca_topic_score_gemma":0.0002099454,"domain_scores_codex":[0.9995987,0.00001923681,0.0001031543,0.00008944381,0.0001074687,0.00008196807],"domain_scores_gemma":[0.9997272,0.00005028212,0.0000262807,0.000101562,0.00003042512,0.00006428222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00698953,0.0006136378,0.8055383,0.001139397,0.003854916,0.002471755,0.01838438,0.0003020588,0.01762518,0.006035062,0.1287531,0.008292714],"study_design_scores_gemma":[0.00355974,0.0004310116,0.9507728,0.0001637744,0.001704467,0.00001763709,0.0004214131,0.002584962,0.009793745,0.0001212038,0.0302363,0.0001929209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961757,0.0003302191,0.00008449939,0.003067188,0.00003849576,0.0001560862,0.00004797061,0.00001806383,0.00008176627],"genre_scores_gemma":[0.998484,0.0005477046,0.0003063309,0.0003833394,0.00004463608,0.000004916344,0.00003002411,0.000006772411,0.0001922531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1452345,"threshold_uncertainty_score":0.1435957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03592148120471467,"score_gpt":0.234002340889589,"score_spread":0.1980808596848743,"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."}}