In summary, while lung ultrasound and PCT have confirmed diagnostic value in children with CAP, a significant limitation of our study is the lack of identification of the causative agents of pneumonia using microbiological, serological, or PCR-based tests. This evidence concerns the gene CALCA and susceptibility to pneumonia measurement.