Rob, parts for Bailey bridges can still be purchased today, here's a website for a company in Alabama that sells Bailey bridges. or M1, M2, amd M3 panel bridges as the Yanks like to call them.
Please bear in mind the US built Bailey bridge differs from the British one, so take care assuming all parts can be interchanged.