Was the gassing of the Kurds fake too?
If one (Bush) makes a prudent judgment based on the best available evidence, the fact that evidence is thereafter determined to be partially or wholly imperfect, does not render the decision invalid - especially where the decision was peer-supported.
(I also seem to recall the Germans were heavily involved in the manufacturing process, or had some degree of interest.)