Yup, @Bio_J, some of the very small round off error, and, when -z becomes large, the overflow problem in e^{-z}.
I said some of the very small round off error, because, as I explained in this post, the “numerically accurate implementation” gives us a mathematical simplification from
to
And we still have one exponential term left. 
Cheers,
Raymond