Actually it's because it's easier to clean the ****, ****, *****, *****, guts and other assorted nastiness that they encounter on a daily basis at their "job".
Mike Rowe from "Dirty Jobs" has no fucking clue, I tell ya...
Scrubs are lightweight, comfortable/loose fitting, have pockets to hold...