{"id":"W4205944403","doi":"10.1148/rg.210143","title":"Imaging of Peritoneal Dialysis Complications in Children","year":2022,"lang":"en","type":"article","venue":"Radiographics","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; SickKids Foundation; McMaster Children's Hospital; Hospital for Sick Children","funders":"","keywords":"Medicine; Peritoneal dialysis; Nephrology; Hemodialysis; Catheter; Complication; Peritoneal cavity; Radiology; Transplantation; Kidney disease; Surgery; Intensive care medicine; Internal 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":[0.0003275128,0.0005141192,0.0003730143,0.003127803,0.0003315984,0.0007087918,0.0003995329,0.0006295429,0.002453808],"category_scores_gemma":[0.001747789,0.0003711618,0.0003058862,0.001699098,0.0005493197,0.001015104,0.0006157608,0.000611335,0.0005818481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004854991,"about_ca_system_score_gemma":0.0005243156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001722484,"about_ca_topic_score_gemma":0.001689538,"domain_scores_codex":[0.9997172,0.0000531507,0.00005339304,0.00004299192,0.00007134823,0.00006185992],"domain_scores_gemma":[0.9995227,0.0001135909,0.0002033113,0.0000218334,0.00007718859,0.00006140491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002152347,0.00007213691,0.5926537,0.001590338,0.000129727,0.1980154,0.00103574,0.0009961422,0.01292381,0.0031782,0.01417124,0.1750184],"study_design_scores_gemma":[0.00001950163,0.000115561,0.2237589,0.001012789,0.0001137846,0.7416291,0.0006893568,0.0005142949,0.003399858,0.0007772831,0.02793606,0.00003350775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6158155,0.2535721,0.01681001,0.004507211,0.0004310627,0.0002953231,0.001425412,0.0004807022,0.1066627],"genre_scores_gemma":[0.8857595,0.09533579,0.01266123,0.001090606,0.0006629101,0.00008173106,0.0005333637,0.00008801412,0.003786798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003127803,"threshold_uncertainty_score":0.008208811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008435564794437526,"score_gpt":0.2490486298062049,"score_spread":0.2406130650117674,"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."}}