Development of a Reference Standard to Assign Bacterial Versus Viral Infection Etiology Using an All-inclusive Methodology for Comparison of Novel Diagnostic Tool Performance

Creating a reference standard that includes difficult-to-diagnose cases demands an approach to addressing diagnostic uncertainty in acute infections. Tool performance depends on the reference standard applied and decreases as the difficulty to diagnose increases, highlighting the importance of using the same reference standard when comparing tools.