If you are only looking for bandaids then you should be OK. Ususally it when you have to grab a towel that there is a problem.
I got a piece of a 3M stripping wheel in my eye on tuesday and today is the first normal eye day since. I was having lots of pain and eye goop.
good thing I had hearing protection and gloves on!