Reviewing Global Influenza Vaccine Literature
Description
To efficiently review a large volume of published literature and identify abstracts related to access to influenza vaccines.
Detailed example
A list of abstracts from published journal articles that are relevant to vaccine access. These abstracts are identified using large language models and are then reviewed manually for further analysis.
AI / analytics pattern
Natural Language Processing: AI that processes, interprets, and shares information in human language.
Automation level / stage
b) Pilot – The use case has been deployed in a limited test or pilot capacity.
Expected benefit
The AI system is expected to save significant staff time by automating the initial literature review process, allowing epidemiologists to focus on in-depth analysis of relevant publications. This increases efficiency and scalability in reviewing global literature related to vaccine access.
Controls / human review
ATO: Yes; PIA: Not published
Data needed
Published journal articles accessed through freely available sources or via CDC research agreements.