@article{retrievalaugmentedclinicalbenchmarkingfo, title = {Retrieval-Augmented Clinical Benchmarking for Contextual Model Testing in Kenyan Primary Care: A Methodology Paper}, author = {Fred Mutisya and Shikoh Gitau and Christine Syovata and Diana Oigara and Ibrahim Matende and Muna Aden and Munira Ali and Ryan Nyotu and Diana Marion and Job Nyangena and Nasubo Ongoma and Keith Mbae and Elizabeth Wamicha and Eric Mibuari and Jean Philbert Nsengemana and Talkmore Chidede}, year = {2025}, eprint = {2507.14615}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.14615}, }