Retrospective studies suggest that the early initiation of renal replacement therapy (RRT) improves outcome. Many clinicians tend to take a "wait and see" approach because they do not want to dialyze a patient who is destined to recover renal function without the need for RRT. Therefore, it is vitally important to know early in the course which patients with AKI are likely to progress to RRT.