This Week Health
Alex's Lemonade Stand This Week Health
June 27, 2024

LLM Use to Identify Adolescent Patient Portal Account Access by Guardians

JAMA Network Open
|
Summary
A study published in JAMA Network Open assessed the effectiveness of using a large language model (LLM) to identify guardian authorship of messages in adolescent patient portals. Given HIPAA and minor consent laws, confidentiality is essential, but a significant number of adolescent portal accounts are accessed by guardians. The research tested GPT-4 on identifying such guardian-authored messages from a dataset and found high sensitivity (98.1–98.3%) and specificity (88.4–88.9%), outperforming prior natural language processing algorithms. This LLM-based approach could improve the detection of unauthorized access and enhance patient confidentiality in electronic health records.

Explore Related Content

Get Daily Headlines Straight to Your Inbox.

Subscribe Now
Healthcare Transformation Powered by Community

© Copyright 2024 Health Lyrics All rights reserved