The energetic midfielder was withdrawn from Saturday's FA Cup tie at Altrincham after a nasty collision in the second half.
Speaking to the press after tonight's 2-1 win over York City, Johnson said "Unfortunately we’ve lost Josh Scowen for 10 to 12 weeks, so that will be a big loss for us as he’s a big player for us."