The methods disclosed herein relate to an improved tool incorporating platelet count into a multi-biomarker based outcome risk stratification model for evaluating mortality risk in pediatric patients having sepsis. The methods described here are useful for treating sepsis, for point of care clinical decision support, for stratifying septic shock patients based on baseline mortality risk, and for clinical trial design, among other uses.