{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002800795,0.0002990279,0.0003771342,0.0006768206,0.0005590562,0.0005894424,0.000343593,0.001064495,0.0008750628],"category_scores_gemma":[0.001409511,0.0000881672,0.0003483285,0.0004289825,0.0004800619,0.000550851,0.0004290183,0.001001286,0.0003659933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002650218,"about_ca_system_score_gemma":0.0004395673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005806946,"about_ca_topic_score_gemma":0.0006842542,"domain_scores_codex":[0.9997714,0.00007177086,0.00003428043,0.00001882618,0.00004399629,0.00005967066],"domain_scores_gemma":[0.999569,0.0001614533,0.0001202918,0.00002012044,0.00003218637,0.0000968952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0002797943,0.0001515123,0.06477835,0.0008192856,0.00006831376,0.7434799,0.0007196154,0.0003557279,0.006166369,0.001510361,0.006947436,0.1747233],"study_design_scores_gemma":[0.00002451142,0.0002293305,0.02993394,0.0004883124,0.00006447604,0.9388505,0.0004989814,0.0005579849,0.002020936,0.001210989,0.02609438,0.00002565174],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6441975,0.2678977,0.01588869,0.01576475,0.00183868,0.0001323215,0.0001437427,0.000401817,0.05373487],"genre_scores_gemma":[0.9657476,0.02825097,0.001805409,0.001665515,0.00144655,0.0000142897,0.00008577698,0.0000195052,0.0009644239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001064495,"threshold_uncertainty_score":0.002927363,"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."}}