Back to search

Article

Expertise or Hallucination? A Comprehensive Evaluation of ChatGPT's Aptitude in Clinical Genetics

2025-01-30

Abstract excerpt

Whether viewed as an expert or as a source of ‘knowledge hallucination’, the use of ChatGPT in medical practice has stirred ongoing debate. This study sought to evaluate ChatGPT's capabilities in the field of clinical genetics, focusing on tasks such as ‘Clinical genetics exams’, ‘Associations between genetic diseases and pathogenic genes’, and ‘Limitations and trends in clinical genetics’. Results indicated that...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
a912acad-8fa4-5e40-9fb7-034bf97da777
DOI
10.1109/tbdata.2025.3536939
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Expertise or Hallucination? A Comprehensive Evaluation of ChatGPT's Aptitude in Clinical GeneticsDOI 10.1109/tbdata.2025.3536939
Innovations in Medicine: Exploring ChatGPT's Impact on Rare Disorder ManagementSemantic proximity
Analysis of large-language model versus human performance for genetics questionsSemantic proximity
Evaluating ChatGPT as an Agent for Providing Genetic EducationSemantic proximity
To what extent does ChatGPT understand genetics?Semantic proximity
Application of ChatGPT in Medical GeneticsSemantic proximity
An analysis of AI platforms: Can AI provide genetics education?Semantic proximity
Few shot learning for phenotype-driven diagnosis of patients with rare genetic diseasesSemantic proximity
Assessing the utility of large language models for phenotype-driven gene prioritization in the diagnosis of rare genetic disease.Semantic proximity
Evaluating GPT-4-based ChatGPT’s Clinical Potential on the NEJM QuizSemantic proximity
Phenomics Assistant: An Interface for LLM-based Biomedical Knowledge Graph ExplorationSemantic proximity
ChatGPT vs DeepSeek: A Comparative Study of Diagnostic Accuracy and Clinical Reasoning in Rare and Complex DiseasesSemantic proximity
Assessing Large Language Model Performance Related to Aging in Genetic ConditionsSemantic proximity
Select a neighboring publication to make it the new centre.