I screwed it back up, but obviously didn't do it up tightly enough, because when I next came to use it the arms were loose and the screw was missing. Can't find the blasted thing anywhere

Anyway, I've been looking for replacement screws, and haven't been able to find anything that is the right size. Has anyone else had the same problem and been able to find appropriate size and length replacement screws?