Safety of OpenID / Clickpass

I'm considering adding OpenID support for my web app and I like clickpass's interface, but I have a concern. If their service is down, can my users still access my site?

Worse yet, are all of my users (and my site) completely hosed if my OpenID provider closes up shop?