about 3 hours ago - Zoythrus™ - Direct link
Poisoned does 2 things:

Removes any defensive bonuses, so "Fortify" or the defense bonus from terrain is negated
Causes a defense penalty. Off the top of my head, I think it's 50% Defense.

Ultimately, it makes units easier to kill by lowering their defense