Canmore (NB53SW2) is way out of date on this not having been updated since 1964! Some nonsense about the cairn being surrounded by a stone circle.
Henshall wrote it up in 1972 as a Hebridean chambered tomb set (unusually) in a square cairn. And that’s how it still looks today!