ChatGPT-5 Vasectomy Education: Expert Panel Ratings for 10 Public Questions

A study by Ali C. Albaz, published on figshare in March 2026, presents expert panel assessments of ChatGPT-5's responses to vasectomy-related questions. The dataset contains ratings from eight experts across six criteria for ten questions derived from Google Trends. The file is 11.2 KB in size and was last updated on March 18, 2026.

Use Cases

• Benchmarking AI model performance on medical accuracy based on expert ratings.
• Analyzing variability in expert opinion on AI-generated health information based on inter-rater reliability scores.
• Training models to generate patient-friendly content based on clarity and tone appropriateness scores.
• Assessing the suitability of LLM outputs for public health education based on usefulness and recommendability ratings.

Strengths

• Ratings from eight experts across four specialties (urology, public health, obstetrics-gynecology, fertility nursing).
• Evaluations based on six specific 5-point Likert-scale criteria (e.g., medical accuracy, clarity, tone).
• Questions sourced from Google Trends, reflecting real-world public interest.
• Dataset is openly licensed under CC-BY-4.0.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• The dataset is very small (11.2 KB), indicating limited scope.

Provenance

Source

Ali C. Albaz via figshare.

Collection Method

Expert panel assessment of AI-generated responses to Google Trends-derived questions.

Freshness

Last updated 2026-03-18 11:17:31; freshness should be verified.