Clinical Report: Assessing the Impact of DeepSeek on ICU Family Satisfaction
Overview
DeepSeek, a large language model, outperformed clinicians in providing complete, clear, and empathetic responses to ICU family inquiries, leading to higher family satisfaction. The study highlights the potential of AI in enhancing clinician-family communication while emphasizing the need for clinician oversight.
Background
Effective communication in the ICU is crucial for alleviating family anxiety and improving satisfaction, which directly impacts healthcare outcomes. Families often face significant emotional stress due to the critical conditions of their loved ones, necessitating timely and clear updates from healthcare providers. The integration of AI technologies like DeepSeek may address communication challenges and enhance the quality of interactions between clinicians and families.
Data Highlights
Metric
DeepSeek
Clinicians
Information Completeness
Higher
Lower
Clarity and Empathy
Higher
Lower
Family Satisfaction
66.7% satisfied
Not specified
Medical Accuracy
Comparable
Comparable
Safety Assessment
Comparable
Comparable
Key Findings
DeepSeek outperformed clinicians in information completeness, clarity, and empathy.
66.7% of family members using DeepSeek reported satisfaction with the responses.
No significant differences were found in medical accuracy or safety assessment between DeepSeek and clinician responses.
Mixed-effects ordinal logistic regression confirmed higher odds of better ratings for DeepSeek in communication-related domains.
Clinician oversight remains essential for individualized and safety-sensitive discussions.
Clinical Implications
The findings suggest that integrating AI tools like DeepSeek can enhance communication with ICU families, potentially improving satisfaction levels. However, clinicians must remain involved to ensure personalized care and address complex medical discussions.
Conclusion
DeepSeek demonstrates the potential to improve communication in the ICU setting, leading to higher family satisfaction while maintaining necessary clinical oversight. Further real-world studies are needed to validate these findings.
