{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001840863,0.0000614924,0.0001855986,0.0006398255,0.00008268234,0.000006027859,0.00009373746,0.000008313927,0.00009238172],"category_scores_gemma":[0.000008796154,0.00005946736,0.000221851,0.001314491,0.00006237633,0.00001442328,0.00007531692,0.0001055467,9.230146e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002723358,"about_ca_system_score_gemma":0.00002217658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001639372,"about_ca_topic_score_gemma":0.000006125189,"domain_scores_codex":[0.9992321,0.00004933253,0.0002020203,0.0001500169,0.0002559262,0.0001105968],"domain_scores_gemma":[0.9995966,0.00001533862,0.00005812346,0.0002504693,0.00002407316,0.00005538746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001617081,0.0003523749,0.9927894,0.00001582256,0.0001694846,0.000006020361,0.0001334922,0.0003598449,0.0002144008,0.002788691,0.0004287261,0.002725554],"study_design_scores_gemma":[0.0005363853,0.00002672507,0.9958017,0.000008780056,0.0002407683,0.000009609581,0.0001547113,0.001560269,0.00001452826,0.0001770735,0.001408662,0.00006076935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933972,0.000995373,0.0001496822,0.001362165,0.00003607511,0.0002846691,0.00004085283,0.00002341025,0.003710602],"genre_scores_gemma":[0.9990975,0.0001284117,0.0002348489,0.0002792201,0.00002448634,0.00005879419,0.0001461404,0.000008815059,0.00002175779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005700355,"threshold_uncertainty_score":0.2425009,"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."}}