Been there, that stinks. Just a suggestion but I have a flexible magnet pen for dropped screws, assuming the screw wasn't aluminum or stainless

. Its about 18" long and can get into some pretty tight spots. Its like $5 at harbor Freight. Should pull that screw right out of there so no rattles.