12 times higher = 18 total, easily small enough of a number for it to be a coincidence.
"I didn't believe I would find any significant result. Now I know I was wrong."
If he's using the word "significant" the way it's used in medical journals when discussing statistical results, then he means that he would have expected to find those results by chance less than once out of twenty random sample populations.