{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001702388,0.0001412437,0.001147844,0.00007148466,0.00002027036,0.00000169341,0.00006787574,0.0001790401,0.0002103237],"category_scores_gemma":[0.000009041235,0.0001115563,0.0004228304,0.00008382523,0.0001451258,0.000008896275,0.00006918639,0.0002682556,0.00001165059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008013656,"about_ca_system_score_gemma":0.0001010178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003873049,"about_ca_topic_score_gemma":2.398777e-7,"domain_scores_codex":[0.9986822,0.0002230288,0.0005742136,0.0003021145,0.0001113228,0.0001071003],"domain_scores_gemma":[0.9993094,0.000183885,0.0001603966,0.000231329,0.00001353499,0.0001015052],"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":[0.00005464771,0.0002068173,0.0007266824,0.02905884,0.001924443,0.002621267,0.000006232739,4.010523e-9,1.295936e-7,0.001977138,0.00005990159,0.9633639],"study_design_scores_gemma":[0.0005240358,0.0002512115,0.0001652792,0.001669949,0.0100001,0.0001220554,0.000006619384,7.988525e-7,6.998009e-7,0.0001464829,0.9870165,0.00009625061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009511631,0.9965913,0.00003528953,0.00002961302,0.0001700036,0.0003671149,0.00002655448,0.00001400157,0.001814914],"genre_scores_gemma":[0.0005274453,0.9986438,0.0001564824,0.0001908888,0.0000232277,0.000044619,0.0003003114,0.00001706669,0.00009622366],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9869566,"threshold_uncertainty_score":0.4549135,"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."}}