Groeneveld et al studied factors associated with mortality from acute renal failure (ARF) in the medical intensive care unit (ICU). This can help identify high risk patients, who might benefit from preventive strategies and more aggressive therapy. The authors are from the Free University Hospital in Amsterdam, The Netherlands.