I had the exact same problem, but to my luck, the magnet from the stand had attached itself to the one on the back of the phone.

I was able to put it back into the stand a hold it in place with a small piece of clear tape.

It sucks, that it has become loose, but with the tape, I haven't noticed the issue in a couple of weeks.