The other four variables selected through ML approach (i.e., DDD of TKI on index date ≥ 1, concomitant use medications associated with hyperkalemia, AFP ≥ 9 ng/ml, cardiomyopathy) in the training dataset were relatively less important and also not listed as the statistical associated factors (Table S7). Here, AFP is linked to Hyperkalemia.