OMB Individually Reported
Leveraging NLP and LLMs to identify and characterize NIH prevention research via 160-topic taxonomy
Low riskExact public inventory row
Description
Semi-automate manual curation
Detailed example
Classification of grants by health conditions, risk factors, study designs, and prevention research type.
AI / analytics pattern
Generative AI: AI that generates new or synthetic content (e.g., images, videos, audio, text, code).
Automation level / stage
b) Pilot – The use case has been deployed in a limited test or pilot capacity.
Expected benefit
More timely assessments of NIH spending in specific areas within prevention research.
Controls / human review
ATO: Yes; PIA: Not published
Data needed
Publicly available grant information (ApplID, Grant Number, Title, Abstract, Public Health Relevance).