{"id":"W4226253012","doi":"10.1177/08968608221090792","title":"Peritoneal dialysis post-Mitrofanoff (appendicovesicostomy) procedure","year":2022,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Peritoneal dialysis; Medicine; Surgery","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":[0.0001533387,0.00009695255,0.0001904338,0.0003104201,0.000635613,0.0004573826,0.0001325222,0.000286619,0.003526504],"category_scores_gemma":[0.001237261,0.00005241786,0.0002401313,0.0003212491,0.0002222368,0.0003471838,0.0002968124,0.0005730355,0.0002127753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002997098,"about_ca_system_score_gemma":0.0007493754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007490559,"about_ca_topic_score_gemma":0.001524751,"domain_scores_codex":[0.9998195,0.0000161883,0.00002114099,0.00002444789,0.00004380543,0.00007500393],"domain_scores_gemma":[0.9994054,0.0001380673,0.000212171,0.00002579617,0.00003665924,0.0001819071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0007259481,0.000630687,0.87262,0.0003313622,0.0001188403,0.07245224,0.0007313369,0.000162524,0.003393312,0.001158412,0.001499653,0.04617582],"study_design_scores_gemma":[0.00005501901,0.001782988,0.8199937,0.0002057508,0.0001110791,0.1589346,0.001401953,0.0001525033,0.003355216,0.0003983579,0.01359155,0.00001730735],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990428,0.00321923,0.0001676447,0.0005077131,0.00007740533,0.00001623544,0.0001667719,0.000009778284,0.005407276],"genre_scores_gemma":[0.9969728,0.001161987,0.0001417182,0.0002473478,0.0000863716,0.000008620787,0.0001407667,0.0000018641,0.001238574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003526504,"threshold_uncertainty_score":0.01179737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00883971118403829,"score_gpt":0.2617336631888871,"score_spread":0.2528939520048488,"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."}}