An analysis of all patients at UPMC Presbyterian Shadyside over the past 10 years to develop a demographic profile of patients with Clostridium difficile infection, as well as to identify predictors of a complicated disease course. The study will also include the development of computable phenotypes of disease (phekb.org) for both routine and complicated Clostridium difficile infection.