1. Cincinnati Research on Outcomes and Safety in Surgery (CROSS) Cincinnati Ohio
2. Department of Surgery University of Cincinnati College of Medicine Cincinnati Ohio
3. Department of Anesthesiology University of Cincinnati College of Medicine Cincinnati Ohio