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The Development of a Chatbot Technology to Disseminate Post-COVID-19 Information: Descriptive Implementation Study
Mayssam Nehme1, Franck Schneider2, Anne Perrin3
1Division of Primary Care Medicine, Geneva University Hospitals, Geneva, Switzerland.
The RAFAEL chatbot provides verified information for post-COVID-19 (long COVID) management, successfully engaging thousands of users with high satisfaction. This scalable tool addresses critical information needs for patients and healthcare professionals.
Area of Science:
- Digital Health
- Artificial Intelligence in Healthcare
- Public Health
Background:
- Post-COVID-19, or long COVID, affects millions globally with symptoms like fatigue and neurocognitive issues.
- The lack of clear information on long COVID prevalence, pathophysiology, and management necessitates reliable resources.
- Misinformation online poses risks to patients and healthcare providers managing this condition.
Purpose of the Study:
- To describe the development and deployment of the RAFAEL platform and chatbot.
- To address the information and management needs of individuals with post-COVID-19.
- To provide a scalable solution for disseminating verified long COVID information.
Main Methods:
- The RAFAEL platform integrates online information, webinars, and a chatbot.
- Development involved concept creation, backend/frontend development, and beta testing with a focus on medical safety.
- Deployment included partnerships and communication strategies, with continuous monitoring by professionals.
Main Results:
- The RAFAEL chatbot has had over 30,000 interactions with a high matching and positive feedback rate.
- 5,807 unique users interacted with the chatbot, averaging 5.1 interactions each.
- Top user queries concerned post-COVID-19 symptoms (fatigue), consultations, and treatment.
Conclusions:
- The RAFAEL chatbot is a novel, scalable tool for disseminating verified post-COVID-19 information.
- It addresses patient concerns and aids professional learning in a resource-limited setting.
- Lessons learned can inform applications for managing other chronic conditions.
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