{"id":"W3193510058","doi":"10.1007/978-3-030-79132-2_6","title":"Liver Failure and Extracorporeal Therapies","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Extracorporeal; Plasmapheresis; Intensive care medicine; Dialysis; Renal replacement therapy; Liver failure; Liver disease; Peritoneal dialysis; Intensive care unit; Respiratory failure; Intensive care; 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":[0.0002635258,0.0008381327,0.0004768615,0.001218891,0.0008977652,0.002094515,0.0005675561,0.001341867,0.04831591],"category_scores_gemma":[0.0004924592,0.0002081169,0.0003186396,0.001018822,0.0009551566,0.001912962,0.001296592,0.00246761,0.01722865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053659,"about_ca_system_score_gemma":0.0008938828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00184778,"about_ca_topic_score_gemma":0.006924347,"domain_scores_codex":[0.9998714,0.00003365138,0.000005447215,0.00001177576,0.00006263662,0.00001498669],"domain_scores_gemma":[0.9998765,0.00007631449,0.000006276205,0.000007573271,0.00001984457,0.00001352458],"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":[0.00001532252,0.00007329624,0.00008175843,0.0003969347,0.000005450674,0.0002477707,0.0004499069,0.0005229035,0.0003311791,0.1474579,0.6404522,0.2099653],"study_design_scores_gemma":[0.000001710011,0.00000709955,0.0001028798,0.0002058503,0.000001409991,0.0002332904,0.00005013252,0.00006185943,0.00003700622,0.01252436,0.9867714,0.000003001209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005022859,0.0830558,0.002068032,0.004108462,0.00523627,0.0000362766,0.00009735789,0.00006088424,0.9048346],"genre_scores_gemma":[0.00302656,0.04601564,0.001618276,0.003454241,0.002252187,0.00004783073,0.00009160176,0.00006952286,0.943424],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04831591,"threshold_uncertainty_score":0.1616328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0172309548692597,"score_gpt":0.223473165176641,"score_spread":0.2062422103073813,"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."}}