{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004257039,0.0003401188,0.0006557077,0.0006539858,0.0008061543,0.00003629559,0.0004962275,0.0001606698,0.007346925],"category_scores_gemma":[0.0003911258,0.0003378484,0.0005558439,0.0005891074,0.0002936864,0.0001687789,0.0005936376,0.0007786974,0.0001798747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003088102,"about_ca_system_score_gemma":0.0003063147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000139458,"about_ca_topic_score_gemma":0.00005885437,"domain_scores_codex":[0.996979,0.0001844993,0.000566955,0.0007665724,0.0009827816,0.0005201654],"domain_scores_gemma":[0.9987049,0.0001819053,0.0002334893,0.0003881953,0.000296827,0.0001946686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007362667,0.003878987,0.8518416,0.0000626843,0.01394056,0.00133595,0.00565875,0.0004046111,0.03774052,0.001887135,0.06287774,0.01300876],"study_design_scores_gemma":[0.005409132,0.001534107,0.6873826,0.000006811667,0.003659517,0.001312692,0.001741815,0.00238057,0.001430495,0.0003550642,0.2938302,0.0009569679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633939,0.0009592688,0.00004276368,0.02316091,0.00158692,0.0003354191,0.000325127,0.000183259,0.01001247],"genre_scores_gemma":[0.9851723,0.0002048579,0.0004093241,0.007354291,0.001735527,0.0005034059,0.0009793132,0.00004316062,0.003597814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2309525,"threshold_uncertainty_score":0.9999074,"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."}}