Fine-Tuned Large Language Models for Generating Multiple-Choice Questions in Anesthesiology: Psychometric Comparison With Faculty-Written Items

Carlos Ramon Hölzing   ¹ , MD ;   Charlotte Meynhardt   ¹ ;   Patrick Meybohm   ¹ , MD ;   Sarah König   ² , MD ;   Peter Kranke   ¹ , MD

¹ Department of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, University Hospital Würzburg, Würzburg, Germany

² Institute of Medical Teaching and Medical Education Research, University Hospital Würzburg, Würzburg, Germany