If anything, Bayes increases complexity because of a variety of infinite priors that can be chosen. Frequentists is more straight forward because of the removal of this bias. A constant prior along with _actually reading the study/paper_ generally is sufficient. It doesn't preclude future testing. If anything, big discoveries in science require big scrutiny. Bayes does not add anything but complexity and another lever to tune in this regard.