Related Experiment Video
Updated: Oct 26, 2026
08:52
Use of an Influenza Antigen Microarray to Measure the Breadth of Serum Antibodies Across Virus Subtypes
Published on: July 26, 2019
An LLM enabled real-time estimation of seasonal influenza vaccine effectiveness from social media data
Medrxiv : the Preprint Server for Health Sciences
|October 24, 2026
Abstract:
Influenza vaccine effectiveness (VE) is estimated from a limited number of clinics using a test-negative design. These standard estimates face geographic, temporal, and operational constraints. Using Twitter/X data, we applied few-shot chain-of-thought prompting to identify self-reported vaccination status and influenza test results, then implemented a test-negative-like design to estimate VE. Our estimates fell within the range of interim reports and could complement current systems, improving feasibility, timeliness, and scalability.
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