Exploring the Feasibility of GPT-4 as a Data Extraction Tool for Renal Surgery Operative Notes

Abstract

Match and accuracy rates were higher for categorical variables. GPT-4 data extraction was particularly error prone for variables with heterogenous documentation styles. The role of a standard operative template to aid data extraction will be explored in the future. GPT-4 can be utilized as a helpful and efficient data extraction tool with manual feedback.