Predicting mortality among critically ill patients with acute kidney injury treated with renal replacement therapy: Development and validation of new prediction models

•Mortality is frequent after severe acute kidney injury.•Accurate prediction may help with shared decision-making.•Clinical parameters at dialysis initiation would be ideal for this purpose.•The models in this study only resulted in a moderate predictive ability.•Additional information might be necessary for adequate risk prediction.