Background: Observations units commonly serve as an intermediate stage between the emergency department and inpatient hospitalization where patients of appropriate acuity are managed, however many observation units exist serving diverse patient populations ranging from peripartum or post-op surgical. Patients in observation units typically have lower-acuity health concerns and have an average length of stay of [...]