TRV-2026-2348Certified recordPeer-reviewed

Artificial Intelligence Chatbot Accuracy for Patient Education in HPV Infection

Objectives: Chatbots are artificial intelligence (AI) tools that use large language models to answer questions and simulate human-like conversations. Chatbots are commonly used by patients for self-education regarding medical issues. The accuracy of information obtained through patient self-education searches using Chatbots for Human Papillomavirus (HPV) infection and recurrent respiratory papillomatosis (RRP) is unknown. This work is intended to analyze aspects of chatbot answers to common patient questions reg…

Health · Good Space — documented gain · certified 2026-11-03 · v1 · article view · machine-readable

Current reading — gain

Gemini's answers to common patient questions on laryngeal HPV and recurrent respiratory papillomatosis scored 4.7 out of 5 from laryngologist raters, with accuracy the highest-rated aspect across platforms.

What this doesn’t fix

The evaluation used only eight questions and two physician raters, so it covers a narrow set of queries and judgments about one condition.

Evidence

Reader signal

How should this claim be treated?

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Truvace Impact Record TRV-2026-2348, v1: “Artificial Intelligence Chatbot Accuracy for Patient Education in HPV Infection.” Truvace, 2026-11-03. /record/TRV-2026-2348 (accessed at citation time). sha256 64d96e8eab397e2c…

Calibration history

Every change to this record since certification, in the open. None yet — the reading has held since it entered the record.

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