Their clothes remain unaffected by the illness, so no, they do not stay on. Regarding the unlocked doors, characters can in principle phase through these as well, but will find themselves either stuck in the door as their insubstantiality shifts back to something more solid, or will find themselves phasing through the floor after only a brief look at the height of their insubstantiality.