I don't know what's wrong with using a white card to find the focus. The focus is where you see the image of the lamp filament. You cannot focus the filament to a smaller image size than the actual filament itself without running up against the laws of thermodynamics.

EDIT: OK, this answer is really wrong (see comments below). Leaving it up because I don't believe in covering my tracks.