G-CSF demonstrated AUC = 0.763 for distinguishing infectious from non-infectious episodes, while IP-10 showed AUC = 0.702 specifically for viral infection detection, both validated in persistent high-risk febrile neutropenia (Tapia 2021 [6]). The gene discussed is CSF3; the disease is viral infectious disease.