TRV-2026-1734Certified recordPeer-reviewed

Comparative Analysis of Readability Levels of Hand Surgery Patient Information on the ASSH Website and Artificial Intelligence

Background The American Medical Association (AMA) recommends patient education materials (PEMs) be written at a sixth-grade level to ensure accessibility. This study aims to compare hand surgery topics from the American Society for Surgery of the Hand (ASSH) website and artificial intelligence (AI)-generated PEMs to evaluate their alignment with the AMA's recommendations. Methods Ninety-eight hand surgery topics from the ASSH Hand Care "The Upper Extremity Expert" website were analyzed. Artificial intelligence (…

Health · The Trace — both readings · certified 2026-10-17 · v1 · article view · machine-readable

Current reading — gain

When asked to target a sixth-grade level, Gemini 2.0 Flash and ChatGPT-4 produced hand surgery patient materials that were easier to read and shorter than the original ASSH website content.

Current reading — problem

Default AI-generated patient materials and the existing ASSH materials were written above the recommended sixth-grade level, with AI's initial output at college level, which limits accessibility for patients.

What this doesn’t fix

The study measured readability only, and the authors state that the accuracy of AI-generated patient materials and their accessibility to patients with varying health literacy still need to be ensured.

Evidence

  • Peer-reviewedHAND2026-10-08
Reader signal

How should this claim be treated?

Cite this record

Truvace Impact Record TRV-2026-1734, v1: “Comparative Analysis of Readability Levels of Hand Surgery Patient Information on the ASSH Website and Artificial Intelligence.” Truvace, 2026-10-17. /record/TRV-2026-1734 (accessed at citation time). sha256 0cca50a27932e905…

Calibration history

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

  1. Certifiedv10cca50a27932…

    Certified into the record

Verify this record
How to verify without trusting this page

Fetch the canonical text of any version from /api/record/TRV-2026-1734 and hash it yourself — for example shasum -a 256 on the saved canonical field. The result must equal content_hash, and each version’s text ends with prev:followed by the prior version’s hash (version 1 chains to 64 zeros). If a single character of any version had been altered since certification, the chain would not reproduce.