Background: Adequate documentation of patient diagnoses is essential for hospitals to capture the extent of services provided, to submit bills, and ultimately receive payment. These diagnoses are used to calculate hospital performance as part of the Hospital Readmission Reduction Program. Diagnoses taken from medical record documentation are also used to place patients in diagnosis-related groups [...]