As long as he can deny the existence of the antidote, there's no way you can get it.
You're going to have to find evidence that the antidote exists.
Search the lab.
Look at the blackboards.
They can slide.
In particular, slide the board on the left-hand side of the set of boards on the right.
Look at it, and you'll see the formula for the antidote.