[refurb]

As a former-chemist, I can attest that oxidizers in general are pretty concerning.

You are correct that hydrogen peroxide (even up to 70%) is pretty safe by itself, but a chemist like Derek Lowe would use hydrogen peroxide in a reaction. Since he's an organic chemist, nearly every reaction is going to involve adding that oxidizer to a reducing agent (almost every organic molecule out there). When you add an oxidizer to a reducing agent, you're creating an unstable mixture that would love to explode. Just because it hasn't exploded on people in the past, doesn't mean it won't in the future.

I can remember doing some really stupid things when I was in grad school. I had a create pure m-CPBA [1] for a reaction (great! an oxidizer and reducing agent all in one molecule!!). Thinking I was smart, I purified a a lot of it, like 20 g (smart folks only purify what they need, like 1 or 2 g). To make sure it was dry I put it on a vacuum pump and then heated the flask with a heat gun. Nothing happened, but looking back I was dam lucky it didn't explode. If it had, I likely would have been seriously injured.

[1] http://en.wikipedia.org/wiki/Meta-Chloroperoxybenzoic_acid