Back to search

Article

Epidemiologic Method Review at Scale: Assessing Charlson Comorbidity Versioning Using a Large Language Model

2025-09-25

Abstract excerpt

The Charlson Comorbidity Index (CCI) is widely used in epidemiologic studies. However, many versions of the CCI have been developed since the original method was published in 1987, and it is unclear which version is used most frequently and how version utilization in research has changed over time. We present an approach using a large language model to extract data from articles by detecting which specific CCI ver...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
fa2d5f8e-f5cd-5ca6-ac6b-4de4a3faf35d
DOI
10.1101/2025.09.23.25336010
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Epidemiologic Method Review at Scale: Assessing Charlson Comorbidity Versioning Using a Large Language ModelDOI 10.1101/2025.09.23.25336010
Select a neighboring publication to make it the new centre.