A BERT model distilled from GPT-4 labels sorts patient portal messages into Admin and Clinical categories with 88.85% agreement with the labeler, and was deployed through Epic's Nebula cloud platform.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
OPTIC: Optimizing Patient-Provider Triaging & Improving Communications in Clinical Operations using GPT-4 Data Labeling and Model Distillation
A BERT model distilled from GPT-4 labels sorts patient portal messages into Admin and Clinical categories with 88.85% agreement with the labeler, and was deployed through Epic's Nebula cloud platform.