Back to search

Article

AI-Generated Prior Authorization Letters: Strong Clinical Content, Weak Administrative Scaffolding

2026-04-14

Abstract excerpt

<title>Abstract</title> <p>Prior authorization remains one of the most burdensome administrative processes in U.S. healthcare, consuming billions of dollars and thousands of physician hours each year. While large language models have shown promise across clinical text tasks, their ability to produce submission-ready prior authorization letters has received only limited attention, with existing work confined to si...

Topics

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

Identifiers and source

Literature Corpus work
fae39667-e462-5055-8d4e-11897ecebad9
DOI
10.21203/rs.3.rs-9344429/v1
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.
AI-Generated Prior Authorization Letters: Strong Clinical Content, Weak Administrative ScaffoldingDOI 10.21203/rs.3.rs-9344429/v1
Select a neighboring publication to make it the new centre.