{"id":"W4281795539","doi":"10.3350/cmh.2022.0104","title":"Management of refractory ascites","year":2022,"lang":"en","type":"review","venue":"Clinical and Molecular Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Ascites; Medicine; Paracentesis; Cirrhosis; Spontaneous bacterial peritonitis; Portal hypertension; Gastroenterology; Internal medicine; Liver transplantation; Intensive care medicine; Transplantation","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":[0.0003129209,0.0003484297,0.0006315073,0.0006037516,0.0005669997,0.0005799005,0.0003672689,0.0006145168,0.004276679],"category_scores_gemma":[0.0009783701,0.00006569446,0.0004946862,0.0002935558,0.0002201815,0.0006063588,0.0007441562,0.0009557473,0.001468666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002826055,"about_ca_system_score_gemma":0.0004229985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002811755,"about_ca_topic_score_gemma":0.0004289011,"domain_scores_codex":[0.9997846,0.00006500289,0.00002525456,0.00002096982,0.00004943758,0.00005469555],"domain_scores_gemma":[0.9997321,0.00004666446,0.00005782402,0.00001458053,0.00004312285,0.0001056939],"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":[0.001174341,0.0005765443,0.02146315,0.002573419,0.000227254,0.03291598,0.0004723966,0.001132731,0.00937466,0.003711689,0.07560985,0.850768],"study_design_scores_gemma":[0.0008897867,0.002762776,0.06151333,0.005308702,0.0002697144,0.2282989,0.001047372,0.004238414,0.007659272,0.01667055,0.6712276,0.0001136344],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2846203,0.4307501,0.05643382,0.03884279,0.005120723,0.001156174,0.001052959,0.001792547,0.1802306],"genre_scores_gemma":[0.829752,0.1001928,0.01711416,0.01738913,0.005902959,0.0004668109,0.001899923,0.0002073461,0.02707483],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004276679,"threshold_uncertainty_score":0.01430696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09312765227334054,"score_gpt":0.4216446238015815,"score_spread":0.328516971528241,"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."}}