Accuracy of Artificial Intelligence for Gatekeeping in Referrals to Specialized Care

Oliveira Vergara, Piter; de Conto Oliveira, Jerônimo; Mattiello, Rita; Montelongo, Alfredo; Roman, Rudi; Katz, Natan; Krug Wives, Leandro; Rucks Varvaki Rados, Dimitris

doi:10.1001/jamanetworkopen.2025.13285

Public

Accuracy of Artificial Intelligence for Gatekeeping in Referrals to Specialized Care

Published in JAMA Network Open • Jun 3, 2025

Authors:

Piter Oliveira Vergara

Jerônimo de Conto Oliveira

Rita Mattiello

Abstract

Importance: Integrating artificial intelligence (AI) technologies into gatekeeping holds significant potential, as it efficiently handles repetitive tasks and can process large amounts of information quickly. Objective: To develop and assess the accuracy of an AI model that enhances the gatekeeping ...

Subject

Gatekeeping

Artificial intelligence

Computer science

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