1. Clinical Research, Investigation, and Systems Modeling of Acute Illness (CRISMA) Laboratory, Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
2. Health Process Management, LLC, Doylestown, Pennsylvania
3. Pediatrix Medical Group, Inc, Sunrise, Florida
4. Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania