In a word, yes. I've had them fail a number of times.

If I'm not careful about really thinking about things when I do a reality check, it gets to be just another habit that I'm not paying much attention to. That's when they fail.

**EDIT**

Oh - and as far as false awakenings, I've felt everything from vividly awake to seriously impaired. It varies wildly.