Large language models for generating disability reports and assigning impairment percentages for health commissions

This study explores the use of artificial intelligence tools to assist health commissions in calculating disability percentages, aiming to alleviate the administrative burden on physicians. The performance of two advanced AI systems, ChatGPT-4 and Data Analyst, was evaluated based on their ability to generate accurate disability reports and percentage calculations for nine realistic patient scenarios. These outputs were assessed using a 5-point Likert scale, focusing on alignment with expert evaluations and established disability guidelines, completeness, and accuracy (absence of false information). The findings underscore the potential of integrating AI tools into health commission workflows to streamline processes and enhance efficiency.