I decided to get a second opinion and used Google's "Fetch as Google" tool and that says 404s ARE being returned!!!!
Well, I'll ignore what SEO Book
says and believe in Google.
Moral of the story is use Google's toolset, because so long as Google is happy then little else matters. (sad but true)