{"id":"W4383876444","doi":"10.21203/rs.3.rs-3132710/v1","title":"Limitations of U25 CKiD and CKD-EPI eGFR formulae in patients 2-20 years of age with measured GFR&amp;gt;60 mL/min/1.73 m2 – A cross-sectional study","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Renal function; Cross-sectional study; Internal medicine; Medicine; Urology; Mathematics; Statistics","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":[0.02390942,0.0007702165,0.001308471,0.001071576,0.0006214743,0.002238061,0.001880972,0.001197244,0.001618852],"category_scores_gemma":[0.04819315,0.000618202,0.001438488,0.001780958,0.0005182489,0.001854187,0.001263609,0.0009475089,0.0004851533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005810792,"about_ca_system_score_gemma":0.001158568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007859539,"about_ca_topic_score_gemma":0.008003389,"domain_scores_codex":[0.9777026,0.01517465,0.00211571,0.001957906,0.002517013,0.0005320527],"domain_scores_gemma":[0.9702551,0.01671648,0.004997863,0.003752997,0.003557291,0.0007203257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001308405,0.0001912286,0.9905365,0.0001202537,0.0006529359,0.00003883601,0.0003600685,0.000165206,0.0001310089,0.0001657211,0.0005938807,0.005736044],"study_design_scores_gemma":[0.0001661242,0.000911094,0.9920591,0.0001437154,0.00095155,0.0002380961,0.0007639399,0.001779011,0.0002858663,0.0002783882,0.002397635,0.00002535517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868655,0.003355438,0.001989702,0.0006906909,0.0001895078,0.0001921721,0.003266804,0.00002311681,0.003427031],"genre_scores_gemma":[0.9957496,0.0003235712,0.001394304,0.0003507987,0.00009848677,0.0001719061,0.001507899,0.00001460632,0.0003888914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02390942,"threshold_uncertainty_score":0.1264466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2184467300436413,"score_gpt":0.4043681510564331,"score_spread":0.1859214210127917,"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."}}