All patients will be enrolled consecutively at the time of admission to the hospital. The AlertWatch platform (510(k) FDA clearance K15335) has the ability to automatically detect whether a patient admitted to a bed on the orthopedic surgery service meets inclusion criteria. The platform will automatically randomize patients into the active arm or the control arm of the study. For patients randomized to the active arm, the platform will provide alert monitoring.