OMB Individually Reported
LLM-Assisted VAERS Analyses
Low riskExact public inventory row
Description
Extraction of relevant information, tabulation of data, find patterns across adverse events reports, and generate hypotheses for further investigations.
Detailed example
To provide reviewers adhoc VAERS queries.
AI / analytics pattern
Generative AI: AI that generates new or synthetic content (e.g., images, videos, audio, text, code).
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
Build capacity for and assess the application of a LLM to VAERS (Vaccine Adverse Events Reporting System) to provide reviewers adhoc VAERS queries and efficiently generate customized query outputs. Efficiently generate customized query outputs of VAERS queries for reviewers.
Controls / human review
ATO: Not reported; PIA: Not published