Mitchell suffered a left shoulder injury during Monday's preseason game at Washington.
At the end of a 31-yard run down the right sideline in the third quarter, Mitchell endured a big hit from a Commanders defender and was tended to by Ravens trainers on the sideline before making his way to the locker room. The extent of the injury isn't known, but Baltimore officially is calling the undrafted rookie running back questionable to return.