Pure oxygen also does nasty things to eyes, so make sure you're breathing it through a mask. And while it's not combustible, a high concentration (OK, "Partial Pressure") of oxygen will increase the floammability of other things that are relatively nonflammable at normal temperatures and concebtrations.

Cheers, Rowan