Journal of Medical Internet Research

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Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Study

(D) Length on a 3-point Likert scale. (E) Hallucination on a binary scale. (F) Values for the Coleman-Liau Index. (G) Token counts for Questions. (H) Token counts for combined individual summaries. (I) Token counts for the final summary. This study presents a novel two-layer RAG framework for MQA that uses user-generated content from Reddit.

Sudeshna Das, Yao Ge, Yuting Guo, Swati Rajwal, JaMor Hairston, Jeanne Powell, Drew Walker, Snigdha Peddireddy, Sahithi Lakamana, Selen Bozkurt, Matthew Reyna, Reza Sameni, Yunyu Xiao, Sangmi Kim, Rasheeta Chandler, Natalie Hernandez, Danielle Mowery, Rachel Wightman, Jennifer Love, Anthony Spadaro, Jeanmarie Perrone, Abeed Sarker