{"id":"W3209535974","doi":"10.1093/pch/pxab061.037","title":"48 Chronic kidney disease prevalence and glomerular filtration rate trends in children with type 1 diabetes","year":2021,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Renal function; Kidney disease; Diabetic ketoacidosis; Type 1 diabetes; Diabetes mellitus; Internal medicine; Creatinine; Diabetic nephropathy; Type 2 diabetes; Cohort; Nephrology; Pediatrics; Nephropathy; Acute kidney injury; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002829068,0.0001741352,0.0002741322,0.0001250465,0.0001360145,0.00001750667,0.00005506602,0.00007662225,0.0001002416],"category_scores_gemma":[0.0001473407,0.0001485996,0.00003476064,0.0008511491,0.00004759338,0.00006971566,0.00003391197,0.0003437599,0.000008801858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001850264,"about_ca_system_score_gemma":0.001804717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003655349,"about_ca_topic_score_gemma":0.00002211638,"domain_scores_codex":[0.9984706,0.00007494082,0.0002959351,0.0004409056,0.0002388978,0.0004787132],"domain_scores_gemma":[0.9985034,0.00002763058,0.0001141104,0.0002851496,0.00007534566,0.0009942998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001133517,0.0001506076,0.9812373,0.002168239,0.00001572663,0.00002040848,0.0000448891,0.000001710715,0.00005624751,0.00002144562,0.001911042,0.01425906],"study_design_scores_gemma":[0.001828894,0.0003153539,0.995426,0.0003085675,0.00006255793,0.00003363962,0.00000632633,0.0001028769,0.0003595471,0.00002220857,0.001373275,0.000160751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9196426,0.06841143,0.000004726125,0.01113663,0.00009970494,0.0003348095,0.0001551212,0.00004417226,0.0001708021],"genre_scores_gemma":[0.9747509,0.0180003,0.0002003188,0.004890081,0.000609257,0.00001611567,0.001215422,0.00002235523,0.0002952747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05510828,"threshold_uncertainty_score":0.6059717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006518417014700568,"score_gpt":0.2592650468170224,"score_spread":0.2527466298023218,"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."}}