KLK3 and pachyonychia congenita: This study is aimed at developing and comparing two machine learning (ML) classifiers based on artificial neural networks (ANN) and naïve Bayes (NB) in order to predict disease progression in the moment of PSA elevation during the follow-up of PC patients treated with radical radiotherapy with/or without ADT.