Cognitively Biased Prompt Effects on Large Language Model Accuracy for Radiology Board–style Examination Questions

Large language model accuracy for radiology board–style questions was reduced by prompts that mimicked cognitive biases, especially on image-based tasks, and prompt-level mitigations, although effective, only partially restored accuracy.