We obtained data from the UPMC EHR (Cerner PowerChart, Cerner Corporation) from an existing registry of hospital encounters; earlier versions of these data were used to develop and validate current sepsis definitions (16 (link)). These data include demographic characteristics, vital signs, laboratory values, medication administration, microbiology results, ventilator settings, and diagnosis and procedure codes.