Evidence or reason?

Alistair Darling said of the missing discs of child benefit info "there was no evidence it had been used for fraudulent activity." In the old days, he might have said 'there is no reason to believe that ..." What is it with this word Evidence? It appears to have taken the place of truth and knocked the judge out of the picture. How can this have happened?