Refine Medical Diagnosis Using Generation Augmented Retrieval and Clinical Practice Guidelines. - Wenhao Li 006; Hongkuan Zhang; Hongwei Zhang; Zhengxu Li; Zengjie Dong; Yafan Chen; Niranjan Bidargaddi; Hong Liu (CoRR, 2025)