Pd50-05 a Novel Prediction of Uric Acid Component in Nephrolithiasis Using Simple Clinical Information: A Machine Learning-Based Model

Abstract

for 5-year risk, and five rules return the a for 10-year risk based on the manually entered episode number and number of years since the last stone episode. Two rules calculate the 5-and 10-year risk, respectively. We found the EHR-ROKS completely matched webbased calculations after simulations.CONCLUSIONS: Our feasibility implementation indicates that the ROKS nomogram can be integrated into our commercial EHR into existing workflows, improving the likelihood of adoption in future work towards improving provider risk stratification and delivery of appropriate preventive treatment based on risk.