Assessing the Accuracy of ChatGPT in Classifying Anti- and Pro-vaccination Messages on Social Media: A Case Study on Human Papillomavirus Vaccination

ChatGPT, a widely used large language model, exhibits high accuracy in classifying anti-vaccination and pro-vaccination messages from social media, but performs less accurately on neutral messages and shows lower accuracy for pro-vaccination messages in long-form content compared to anti-vaccination messages.