1. Infectious Disease Connect, Incorporated Pittsburgh Pennsylvania USA
2. Division of Infectious Diseases, Department of Medicine UPMC Pittsburgh Pennsylvania USA
3. University of Pittsburgh School of Medicine Pittsburgh Pennsylvania USA
4. UPMC Community Hospital Antimicrobial Stewardship Efforts Pittsburgh Pennsylvania USA