Notably, our signature also discriminated between bacterial infection and COVID-19 with an AUROC of 0·953, sensitivity of 88·6%, and specificity of 94·1%, whereas CRP levels demonstrated considerable overlap between these groups. This evidence concerns the gene CRP and bacterial infectious disease.