{"id":"W1972445298","doi":"10.1155/2014/240473","title":"Chylous Ascites: Evaluation and Management","year":2014,"lang":"en","type":"review","venue":"ISRN Hepatology","topic":"Lymphatic Disorders and Treatments","field":"Medicine","cited_by":171,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"","keywords":"Chylous ascites; Medicine; Ascites; Malignancy; Cirrhosis; Paracentesis; Lymphatic system; Lymph; Peritoneovenous shunt; Ascitic fluid; Gastroenterology; Chyle; Transjugular intrahepatic portosystemic shunt; Abdominal cavity; Internal medicine; Peritoneal cavity; Surgery; Portal hypertension; Pathology; Complication","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":[0.0002388208,0.000269412,0.001411605,0.0001788642,0.000040773,0.0000115341,0.00006326701,0.0002254708,0.0001518358],"category_scores_gemma":[0.0000395934,0.000192269,0.0001660963,0.0001109389,0.00006307469,0.00001591686,0.0000606276,0.00006468804,0.0002921605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275323,"about_ca_system_score_gemma":0.0001283037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002608349,"about_ca_topic_score_gemma":0.00002618159,"domain_scores_codex":[0.9986758,0.0001466617,0.0003499379,0.0003964767,0.0002084786,0.0002226337],"domain_scores_gemma":[0.9992753,0.00007489868,0.0001647495,0.0003583458,0.00004486574,0.00008181529],"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":[0.000004451234,0.00008857831,0.0008428565,0.01171247,0.0005900018,0.00007996098,0.00001227287,9.328899e-9,1.632345e-9,0.0008182772,0.000746867,0.9851043],"study_design_scores_gemma":[0.00132919,0.0001385749,0.0001147304,0.002741885,0.006216326,0.0004230701,0.000005584814,0.00008019787,2.229319e-8,0.0004765225,0.9883325,0.0001413907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006378588,0.9831474,0.00003606336,0.00009048712,0.0002386714,0.001654602,0.000005008988,0.00003304745,0.01473092],"genre_scores_gemma":[0.0001916372,0.9978467,0.0002679764,0.0002168178,0.00005161442,0.0003708863,0.0002422631,0.00003379846,0.0007782911],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9875857,"threshold_uncertainty_score":0.7840502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06140876995440747,"score_gpt":0.4067663786487355,"score_spread":0.3453576086943281,"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."}}