While the evidential value of p-values is much debated, many admit that the probability of data according to a hypothesis cannot be used straightforwardly as an indication of how believable the hypothesis is (cf. Gillies 1971, Spielman 1974 and 1978).  Such usage runs into the so-called base-rate fallacy. The example of the tea tasting lady is again instructive. 