{"id":"W3159795713","doi":"10.1002/hep.31884","title":"Diagnosis, Evaluation, and Management of Ascites, Spontaneous Bacterial Peritonitis and Hepatorenal Syndrome: 2021 Practice Guidance by the American Association for the Study of Liver Diseases","year":2021,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":799,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Hepatorenal syndrome; Ascites; Spontaneous bacterial peritonitis; Medicine; Peritonitis; Gastroenterology; Internal medicine; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002476252,0.00007353388,0.0002156503,0.00001868441,0.0000832072,0.00001222526,0.00003733779,0.00002153356,0.00004138138],"category_scores_gemma":[0.0001258881,0.00005103513,0.00003008289,0.0001012064,0.00008576302,0.0000546603,0.00002297159,0.00003849546,4.004293e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003643341,"about_ca_system_score_gemma":0.00006748476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004309745,"about_ca_topic_score_gemma":0.000268404,"domain_scores_codex":[0.9989891,0.0003040321,0.0001933186,0.0001727035,0.0002470503,0.00009377302],"domain_scores_gemma":[0.9982543,0.001043505,0.0002184751,0.0001397118,0.0003101063,0.00003390488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008290047,0.0006662441,0.9851449,0.000285371,0.001558638,0.0005668963,0.0009258687,9.031847e-7,0.0001225099,0.0001355967,0.0005188744,0.009245264],"study_design_scores_gemma":[0.002101405,0.000538048,0.9869721,0.00006109486,0.005821757,0.0006644494,0.002062524,0.0004710049,0.0002163809,0.00002974672,0.0009988898,0.00006259804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904463,0.00721181,0.00002403489,0.00112262,0.00008044797,0.0008843573,0.0002104065,0.000003638876,0.00001634708],"genre_scores_gemma":[0.9893671,0.009995523,0.00008339371,0.0001206923,0.00002746767,0.0002709957,0.0001072994,0.000006374036,0.00002121397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009182666,"threshold_uncertainty_score":0.2081152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01308831449596146,"score_gpt":0.2965066130329044,"score_spread":0.2834182985369429,"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."}}