[leoff]

wrong: given that we got this result, what's the probability the null hypothesis is correct?

correct: given that the null hypothesis is correct, what's the probability of us getting this result or more extreme ones by chance?

from Bayes you know that P(A|B) and P(B|A) are 2 different things