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. 2026 May 11;15(10):3690. doi: 10.3390/jcm15103690
25(OH)D 25-hydroxyvitamin D
Ca Calcium
CI Confidence Interval
CKD Chronic Kidney Disease
CKD-EPI Chronic Kidney Disease Epidemiology Collaboration
CKD-MBD Chronic Kidney Disease–Mineral and Bone Disorder
eGFR Estimated Glomerular Filtration Rate
FGF23 Fibroblast Growth Factor 23
IQR Interquartile Range
log Natural logarithm
MICE Multiple Imputation by Chained Equations
PO4 Phosphate
PTH Parathyroid Hormone
R2 Coefficient of Determination
RMSE Root Mean Square Error
SD Standard Deviation
SHAP SHapley Additive exPlanations
UACR Urine Albumin-to-Creatinine Ratio
XGBoost Extreme Gradient Boosting