Over the past couple of decades candidate gene studies have exemplified many of the problems of poor reproducibility; few of the early studies in this literature could be replicated reliably [56, 57]. This problem has been even worse in the literature of genetics of cognitive traits and personality, where phenotype definitions are flexible [58].