Although patient selection did not involve formal random sampling, this is unlikely to have resulted in systematic bias, because our demographics are similar to a typical study population in a medical ICU and the ranges of arterial and venous values span the clinically important range. Second, although the enrolled patients did seem to be fairly representative of the disease processes encountered in many ICUs, there was a prevalence of sepsis.