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Evaluating ChatGPT as an Agent for Providing Genetic Education
Biorxiv : the Preprint Server for Biology
|December 11, 2023
Summary
ChatGPT can answer many genetic disorder questions but struggles with inheritance patterns. AI tools offer potential in genomics but require oversight for accurate medical information delivery.
Area of Science:
- Genomics and Artificial Intelligence
- Medical Informatics
Background:
- Genetic disorders pose significant health challenges.
- Evaluating AI's role in disseminating genetic information is crucial.
Approach:
- Assessed ChatGPT's responses to 68 questions on BRCA1, MLH1, and HFE genetic disorders.
- Performed quantitative and qualitative analysis with genetic expert evaluation.
Key Points:
- ChatGPT answered 64.7% of genetic disorder questions accurately.
- Demonstrated coherence in complex genetic condition queries.
- Showed limitations in understanding human inheritance patterns.
Conclusions:
- ChatGPT can be a valuable resource for genetic disorder information but requires careful validation.
- AI in genomics necessitates oversight for safe and accurate patient information.
- Potential exists for AI to supplement clinical genetic interactions.
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