AUTUMN LAKE HEALTHCARE AT CHESAPEAKE WOODS is a Medicare-certified nursing home located in CAMBRIDGE, MD. CMS overall rating: 3 out of 5 stars. Google rating: 3.8 out of 5 from 24 reviews. Accepts both Medicare and Medicaid.