No, they wouldn't know in advance, but it seems a bit strange that it wouldn't make Shaun's DNA unclean or something. Nukes, well, they give off loads of radiation, and judging from the Glowing Sea the one that hit the outskirts of Boston seemed a particularily potent one, rads-wise.
I mean, by...