Can we predict when to start renal replacement therapy in patients with chronic kidney disease using 6 months of clinical data?

We created a prediction model according to CKD stages by using integral means. Based on the results of the Brier score (BS) and Harrel's C statistics, we consider that our model has significant explanatory power to predict the probability and interval time to the initiation of RRT.