Background: Upon hospitalization, patients are assigned to an inpatient or an outpatient status for the hospital stay. Failure of this status to match the requirements of the Centers for Medicare & Medicaid Services may lead to lost revenue or increased risk of audits and penalties. Timely ordering of observation services for patients with an outpatient [...]