Accuracy of Artificial Intelligence for Gatekeeping in Referrals to Specialized Care

In this diagnostic study of an AI model for gatekeeping that was developed, tested, and validated sequentially, the model differentiated between referrals that warranted immediate authorization and additional information with moderate accuracy and outperformed human gatekeepers by nearly 20%, primarily due to increased specificity.