{"id":"W3146671012","doi":"10.1002/9781119251316.ch18","title":"Acute‐on‐Chronic Liver Failure","year":2017,"lang":"en","type":"other","venue":"","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Toronto General Hospital","funders":"","keywords":"Cirrhosis; Medicine; Liver transplantation; Intensive care medicine; Transplantation; Inflammation; Intensive care; Immunology; Gastroenterology; Internal medicine","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":[0.0003970513,0.0003001135,0.0003576608,0.0005853351,0.0005657554,0.0006072061,0.0002764954,0.0002902627,0.03379331],"category_scores_gemma":[0.001151523,0.00003464284,0.0002401031,0.0008292612,0.0003628738,0.0003229801,0.0006059873,0.0004771973,0.005668459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004354097,"about_ca_system_score_gemma":0.001118263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001795482,"about_ca_topic_score_gemma":0.002493386,"domain_scores_codex":[0.9996842,0.00006489205,0.00003655051,0.00002444254,0.0001075962,0.00008229531],"domain_scores_gemma":[0.9993162,0.00007962684,0.000121569,0.00003056526,0.000193464,0.0002586305],"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":[0.0006186065,0.0005064597,0.1066175,0.001747932,0.0001011229,0.002868551,0.0002214188,0.0001828789,0.001437886,0.0132141,0.2216089,0.6508747],"study_design_scores_gemma":[0.0001569311,0.0002908014,0.1471556,0.002682755,0.00005807835,0.01079136,0.0002749154,0.0002955583,0.0006687771,0.006372284,0.8312267,0.00002623402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.06220165,0.1144579,0.0035082,0.01645776,0.003155348,0.000661678,0.005363381,0.0003383332,0.7938558],"genre_scores_gemma":[0.6523541,0.1176827,0.004728519,0.01022632,0.008921529,0.0004397841,0.007710528,0.0001159138,0.1978207],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03379331,"threshold_uncertainty_score":0.1130499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135784694453088,"score_gpt":0.2699059138925434,"score_spread":0.2585480669480125,"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."}}