{"id":"W4383301674","doi":"10.1001/jamanetworkopen.2023.22048","title":"Daily Low-Volume Paracentesis and Clinical Complications in Patients With Refractory Ascites","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Norgine; Gilead Sciences","keywords":"Medicine; Paracentesis; Ascites; Cirrhosis; Contraindication; Transjugular intrahepatic portosystemic shunt; Hyponatremia; Surgery; Retrospective cohort study; Propensity score matching; Acute kidney injury; Incidence (geometry); Internal medicine; Portal hypertension","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":[0.0006694867,0.0001932795,0.0003350012,0.0006243328,0.0002712788,0.0004925909,0.0002753061,0.0003394074,0.0009826837],"category_scores_gemma":[0.002695837,0.000216059,0.00047862,0.0009157368,0.0003009008,0.0005368784,0.0003234272,0.0004014144,0.0001017019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002509644,"about_ca_system_score_gemma":0.0003204336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000922008,"about_ca_topic_score_gemma":0.001439338,"domain_scores_codex":[0.9995376,0.0001312376,0.00009078578,0.00009327666,0.00008509718,0.00006209822],"domain_scores_gemma":[0.9969057,0.0005008228,0.002097722,0.0001342689,0.00009001018,0.0002714593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001556765,0.00001355011,0.9991102,0.000007203285,0.0000305105,0.00006738341,0.000008853992,0.00002921774,0.00009643377,0.000007050022,0.00002458152,0.0004494874],"study_design_scores_gemma":[0.0000208849,0.0001835084,0.9983292,0.000009438329,0.00002742165,0.0007583965,0.0000625857,0.0004180416,0.00007196683,0.0000314964,0.00008251054,0.000004476603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994394,0.000213185,0.00007855341,0.00003520172,0.000004107164,0.000004341602,0.0001032512,0.000001402609,0.0001205553],"genre_scores_gemma":[0.9996724,0.00007152667,0.00006069764,0.00001651257,0.00001021871,0.00000409535,0.0001430031,5.742808e-7,0.00002097116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009826837,"threshold_uncertainty_score":0.003540576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02297671651904883,"score_gpt":0.3105128045970826,"score_spread":0.2875360880780338,"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."}}