How Reliable is ChatGPT as a Novel Consultant in Infectious Diseases and Clinical Microbiology?
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View abstract on PubMed
Summary
This summary is machine-generated.ChatGPT demonstrates high accuracy for social media medical questions but lower accuracy for guideline-based queries. Healthcare professionals should use AI tools like ChatGPT cautiously in clinical practice.
Area Of Science
- Medical Informatics
- Artificial Intelligence in Healthcare
- Infectious Diseases
Background
- Artificial intelligence (AI) tools, including ChatGPT, are increasingly utilized by both patients and healthcare professionals for medical information.
- Evaluating the reliability of AI-generated medical information is crucial for safe and effective healthcare practices.
Purpose Of The Study
- To assess the accuracy and reliability of ChatGPT's responses to a diverse set of infectious disease-related medical questions.
- To compare ChatGPT's performance on questions sourced from social media versus those derived from established medical guidelines.
Main Methods
- A total of 200 infectious disease questions were curated from social media, expert sources, and clinical guidelines.
- Questions covered various conditions including urinary tract infections, pneumonia, HIV, hepatitis, COVID-19, skin infections, and tuberculosis.
- Answers were evaluated for correctness based on established guidelines from organizations like the IDSA, CDC, and UNAIDS, with scores ranging from 1 (completely correct) to 4 (completely incorrect).
Main Results
- ChatGPT achieved higher accuracy on social media questions (92% correct) compared to guideline-based questions (69% correct).
- Accuracy varied by topic, with the lowest accuracy observed for urinary tract infection questions (72%).
- A statistically significant difference was found in accuracy between social media and guideline questions (p=0.001).
Conclusions
- While ChatGPT provides accurate answers to many medical questions sourced from social media, its reliability decreases when addressing questions based on formal guidelines.
- Healthcare professionals are advised to exercise caution and critical judgment when using AI tools like ChatGPT for clinical decision-making.
- Further research is needed to fully understand the implications of AI in medical information dissemination and patient care.
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