A cool nomogram from statistics available here https://bmcmedresmethodol.biomedcentral.com/articles/10.1186...
people often confuse the p-value as posterior probability of the null hypothesis. With this nomogram it is possible to compute a bound on the actual probability of the null hypothesis based on a specified prior and p-value.