Pathogen-based rapid diagnostic tests (RDTs) can identify the presence or absence of infection, but do not indicate who will have a self-limited infection versus a life-threatening one. An RDT that incorporates disease severity markers could facilitate the triage and management of travellers and migrants presenting with fever.