Does the decision rule presented by Seymour et al11 meet these needs of an EMS clinical decision rule? The authors used a clear set of predictors of critical illness (ie, older age, lower systolic blood pressure, abnormal respiratory rate, lower Glasgow Coma Scale score, lower pulse oximetry, and nursing home residence) and a composite outcome (death, intubation, and severe sepsis during hospitalization), all seemingly simple and measurable. However, even these simple predictors are often not obtained or are inaccurately assessed (eg, ambient vs supplemental oxygen saturation measurements, clearly defining nursing home), threatening the ultimate utility of the rule. Similarly, the nonfatal outcomes may not reflect all of the markers of critical illness. For example, patients with massive bleeding or cardiogenic shock may not experience these events, yet they often require critical care to avoid poor outcomes. Moreover, analyses of outcomes in critically ill patients should examine death separately from nonfatal events and at both short and longer intervals (eg, in hospital and at 60 or 90 days). This approach allows enhanced detection of deaths potentially related to the illness, recognizing that many factors influence longer-term outcomes.