Based on the percentage increase in mean squared error, the top five most crucial features are uncontrolled diabetes, index eGFR level, absence of insulin treatment, initiation or escalation action of indapamide, and absence of statin treatment, among others, as depicted in Figure 2. Here, INS is linked to diabetes mellitus.