Electronic differential diagnostic support (EDS) are decision aids that suggest one or more differential diagnoses based on clinical data entered by the clinician. The generated list may prompt the clinician to consider additional diagnoses. This study simulated the use of one EDS, Isabel, in the emergency department to identify barriers and supports to its effectiveness. Four themes emerged. Notably, some physicians thought the EDS-generated differentials could reduce bias while others suggested it could introduce bias.