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

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Bibliografiske detaljer
Udgivet i:	Journal of Medical Internet Research vol. 27 (2025), p. e66220
Hovedforfatter:	Das, Sudeshna
Andre forfattere:	Yao Ge, Guo, Yuting, Rajwal, Swati, Hairston, JaMor, Powell, Jeanne, Walker, Drew, Peddireddy, Snigdha, Lakamana, Sahithi, Bozkurt, Selen, Reyna, Matthew, Sameni, Reza, Xiao, Yunyu, Kim, Sangmi, Chandler, Rasheeta, Hernandez, Natalie, Mowery, Danielle, Wightman, Rachel, Love, Jennifer, Spadaro, Anthony, Perrone, Jeanmarie, Sarker, Abeed
Udgivet:	Gunther Eysenbach MD MPH, Associate Professor
Fag:	United States > US Readability Drug overdose Drug withdrawal Multimedia Hypotheses Substance abuse Ketamine Social media Retrieval Side effects Frame analysis Likert scale Data collection Queries Large language models Augmentation Retrieval performance measures Information retrieval Coherence Clinical information Answers Data processing Models Mass media Attitudes Question answer sequences Drug effects Natural language processing Information Language Language modeling
Online adgang:	Citation/Abstract Full Text + Graphics Full Text - PDF
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