1. Department of Emergency Medicine University of Pittsburgh School of Medicine Pittsburgh Pennsylvania USA
2. Division of Infectious Diseases, Department of Internal Medicine University of Pittsburgh School of Medicine Pittsburgh Pennsylvania USA
3. Wolff Center, University of Pittsburgh Medical Center Pittsburgh Pennsylvania USA
4. Clinical Analytics, University of Pittsburgh Medical Center Pittsburgh Pennsylvania USA
5. Division of Cardiology, Department of Medicine University of Pittsburgh School of Medicine Pittsburgh Pennsylvania USA
6. University of Pittsburgh Medical Center Supply Chain Management/HC Pharmacy University of Pittsburgh Medical Center Pittsburgh Pennsylvania USA
7. Clinical Research Investigation and Systems Modeling of Acute Illness Center, Department of Critical Care Medicine University of Pittsburgh School of Medicine Pittsburgh Pennsylvania USA
8. University of Pittsburgh Medical Center Health System Office of Healthcare Innovation University of Pittsburgh Medical Center Pittsburgh Pennsylvania USA
9. Department of Critical Care Medicine University of Pittsburgh School of Medicine Pittsburgh Pennsylvania USA