In this study, we aimed to assess the diagnostic performance of SF-CRP for detecting PJI using a training dataset consisting of 67,242 specimens and an independent validation set of 28,819 specimens not included in the training data. This evidence concerns the gene CRP and juvenile polyposis syndrome.