 Four physicians, who are members of a clinical review panel, will independently review medical records for both index hospitalization and readmission. The members of the panel are general internists, infectious or respiratory disease specialists with clinical experience in managing CAP patients. Consistent with Jasti et al. CID 2008;46:550-6, each physician reviewer will use predefined criteria to categorize the reason for rehospitalization as: 