Talking risk: how well do LLMs commmunciation radiation exposure

Abstract

Large language models (LLMs) are becoming increasingly utilised in healthcare, especially to generate patient information. They offer a potential opportunity to generate accessible, patient-centred information on radiation risks. However, no study had previously evaluated whether LLMs could effectively communicate these risks to consumers in radiology contexts — representing a clear gap in supporting informed consent and meaningful consumer participation in care decisions.