There is a need for improved decision-making for antibiotic prescription in acute suspected infection. Infections, particularly in the early stages, can have protean manifestations, often do not manifest with "classic" signs, and clinically overlap with non-infectious conditions. However, the imperative to quickly give antibiotics for bacterial infection has led to antibiotic overuse and resistance.