AUTUMN LAKE HEALTHCARE AT GLADE VALLEY is a Medicare-certified nursing home located in WALKERSVILLE, MD. CMS overall rating: 2 out of 5 stars. Google rating: 4.6 out of 5 from 456 reviews. Accepts both Medicare and Medicaid.