{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02126843,0.002184896,0.00449572,0.007587827,0.001332153,0.004502464,0.005311454,0.008656515,0.01476127],"category_scores_gemma":[0.08736004,0.001371917,0.005744301,0.00512841,0.00158108,0.003675259,0.003254375,0.009272506,0.02062898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006452206,"about_ca_system_score_gemma":0.02890379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03248237,"about_ca_topic_score_gemma":0.04827889,"domain_scores_codex":[0.975566,0.01001205,0.00602891,0.001198815,0.006333361,0.0008608472],"domain_scores_gemma":[0.9331453,0.01780796,0.007347967,0.001056301,0.03769569,0.002946839],"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":[0.000139036,0.0001274937,0.001207987,0.005692285,0.0001596275,0.0001134515,0.0001879095,0.0003472769,0.0001624432,0.001600438,0.8085048,0.1817572],"study_design_scores_gemma":[0.001088497,0.0003262237,0.01013625,0.09620267,0.0008669642,0.001249301,0.0004322944,0.001482909,0.000407116,0.01145765,0.8761233,0.0002268539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002716004,0.319925,0.03697655,0.4783754,0.03038846,0.01120136,0.03828773,0.002437293,0.0796923],"genre_scores_gemma":[0.01836032,0.4047235,0.2804862,0.1518471,0.01926183,0.02513006,0.07062566,0.001223202,0.02834209],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03248237,"threshold_uncertainty_score":0.1124796,"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."}}