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English Information

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Authors
# Name
1 Ana Rita Gonçalves(anamarega@usp.br)
2 Nicolas Maia(nicolasdesousamaia@usp.br)
3 Melissa Maia(melissadesousamaia@gmail.com)
4 Marina Barreto(marinacarvalhoab@icmc.usp.br)
5 Robson Bonidia(bonidia@usp.br)
6 André de Carvalho(andre@icmc.usp.br)

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Reference
# Reference
1 Barkhad, A., Santos, G., R C Campos, S., M A Braz, L., P Freitas, L., Zinszer, K., de Souza, R., Waldron, I., Loeb, M., Luna, E., and Mbuagbaw, L. (2026). Knowledge, attitudes, practices and perceptions of the eco-bio-social determinants of dengue transmission in são paulo, brazil: A mixed-methods study. Trop Med Internation Health, 31(1):58–79.
2 Chiat, J. et al. (2024). Artificial intelligence, chatgpt, and other large language models for social determinants of health: Current state and future directions. Cell Reports Medicine, 5(1):101356–101356.
3 Comini, N., Gozzi, N., and Perra, N. (2024). Bridging brazil’s digital divide: How internet inequality mirrors income gaps. World Bank Blogs. Accessed: 2026-05-18.
4 Es, S., James, J., Anke, L. E., and Schockaert, S. (2024). Ragas: Automated evaluation of retrieval augmented generation. In Proceedings of the 18th conference of the european chapter of the association for computational linguistics: system demonstrations, pages 150–158.
5 Fernandez, M., Pinto, H. A., Fernandes, L. M. M., Oliveira, J. A. S. d., Lima, A. M. F. d. S., Santana, J. S. S., and Chioro, A. (2025). Interoperability in universal healthcare systems: insights from brazil’s experience integrating primary and hospital health care data. Frontiers in Digital Health, Volume 7 - 2025.
6 Gurgel-Gonçalves, R., Oliveira, W. K. d., and Croda, J. (2024). The greatest dengue epidemic in brazil: Surveillance, prevention, and control. Rev Soc Bras Med Trop, 57.
7 Henriques, C. M. P., Moura, N. F. O., and Souza, P. B. (2024). Challenges and lessons from the covid-19 pandemic for health surveillance in brazil: reflections on technologies, models, and system organization. Rev Bras Epidemiol, 27:e240049.
8 Ministério da Saúde (2025). Portaria gm/ms no 6.734, de 18 de março de 2025. Disponı́vel em: https://www.in.gov.br/en/web/dou/-/portaria-gm/ms-n-6.734-de-18-de-marco-de-2025-620767223
9 Qin, H. and Tong, Y. (2025). Opportunities and challenges for large language models in primary health care. J Primar Care & Commun Health, 16.
10 Wu, E., Balise, R., Katz, B., Harris, D., Bullard, M., Fareed, N., Larochelle, M., and Villani, J. (2026). Building public health data dashboards: Tutorial playbook. JMIR public health and surveillance, 12:e83157.