Significance of the highest occupied Kohn-Sham eigenvalue

Perdew et al. gave a proof that the highest occupied Kohn-Sham eigenvalue of an $N$-electron system represents the negative of the ionization energy (or electron affinity if $N=Z+1)$. I argue that this cannot be the case.