AI Dialogue Evaluations for Cartilage Repair Questions, 2023-2024

Table 13_AI dialogues in cartilage repair compares ChatGPT, DeepSeek, and Google Search on cartilage repair questions. The dataset contains results from a matched three-way comparison across cartilage tissue engineering (2023) and cartilage repair surgery (2024) domains, including blinded quality scoring and readability analysis. The dataset was authored by Sen Yang Xiao, last updated on 2026-05-29, and is shared under a CC-BY-4.0 license.

Use Cases

• Compare the accuracy and safety of different AI platforms for answering clinical questions based on the described Accuracy-Safety-Hallucination (ASH) framework scores.
• Analyze the readability of AI-generated versus search engine answers for patient education based on Flesch-Kincaid Grade Level scores.
• Benchmark AI performance in specific medical subdomains like cartilage tissue engineering and cartilage repair surgery based on the dual-domain study design.
• Investigate the relationship between answer sourcing and perceived quality based on the modified Rothwell taxonomy classification mentioned in the methods.

Strengths

• Includes direct comparisons of three platforms (ChatGPT, DeepSeek, Google) on identical questions.
• Quality assessment involved three independent blinded raters using a structured framework.
• Analysis covers two distinct medical domains (cartilage tissue engineering and cartilage repair surgery) from 2023 and 2024.

Limitations

• Dataset is very small at 11.0 KB; scope is limited to the specific study's evaluation results.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment for large-scale analysis.

Provenance

Source

figshare, author Sen Yang Xiao

Collection Method

Questions were derived from Google Search top FAQs, then submitted to ChatGPT (GPT-4 API), DeepSeek (V3 API), and Google for matched comparison.

Time Range

Cartilage tissue engineering questions from 2023, cartilage repair surgery questions from 2024.

Freshness

Last updated 2026-05-29 05:53:30; freshness should be verified.