This is correct as of several years ago now.
Your best option for attending Mass is the Mary Queen of the Universe shrine. If their Mass times don't match up for you, there's a Catholic church in Celebration, I believe it's Corpus Christie. It's tucked waaaaay back into Celebration, too, so...