Chronic kidney disease (CKD) disproportionally affects older individuals, who are more likely to die than develop kidney failure. However, treatment decisions are currently supported by tools that predict risks of kidney failure in isolation only. We designed, trained and tested a super-learner strategy for risk prediction of kidney failure and death in people with incident moderate-to-severe chronic kidney disease, stage G3bG4-CKD (KDpredict).
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Ravani et al. (2024) studied this question.
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