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English Information

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Authors
# Name
1 Camila Correia(camila_ferrari@id.uff.br)
2 Daniel de Oliveira(danielcmo@ic.uff.br)

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Reference
# Reference
1 Amorim, A., Assis, G., et al. (2026). When prompts know the story: Improving llm detection of online hate speech. Journal of Information and Data Management
2 Brandao, A. A. et al. (2025). Diretriz brasileira de hipertensao arterial. Arq. Bras. de Cardiologia. Soc. Bras. de Cardiologia, Soc. Bras. de Hipertensao e Soc. Bras. de Nefrologia.
3 da Silva, D. C. A. et al. (2025). Analysis of the effectiveness of llms in handwritten essay recognition and assessment. In Proc. of the 17th ICAART, pages 776–785.
4 Gilson, A. et al. (2023). How well does chatgpt perform on the usmle? JMIR Medical Edu.
5 Han, Y. and Tao, J. (2024). Revolutionizing pharma: Unveiling the AI and LLM trends in the pharmaceutical industry. CoRR, abs/2401.10273.
6 Holdcroft, A. (2007). Gender bias in research: how does it affect evidence based medicine? Journal of the Royal Society of Medicine, 100(1):2–3.
7 Jones, D. W. et al. (2025). 2025 guideline for the prevention, detection, evaluation, and management of high blood pressure in adults. Hypertension, 82:e212–e316.
8 Kusner, M. J., Loftus, J., Russell, C., and Silva, R. (2017). Counterfactual fairness. In Advances in Neural Information Processing Systems.
9 Li, L. et al. (2026). Llm use for mental health: Crowdsourcing users’ sentiment-based pers- pectives and values from social discussions. In ACM WWW’26, page 9687–9698.
10 Min. Saude/BR (2024). Protocolo cl´ınico e diretrizes terapeuticas da dor cronica: documento resumido. Portaria Conjunta SAES/SAPS/SECTICS/MS nº 01, de 22 de agosto de 2024.
11 Min. Saude/BR (2025). Protocolo clınico e diretrizes terapeuticas da hipertensao arterial sistemica. Portaria SECTICS/MS nº 49, de 23 de julho de 2025.
12 Minson, F. P. et al. (2011). II Consenso Nacional de Dor Oncol´ogica, volume 1. grupo editorial moreira jr.
13 NICE (2020). Low back pain and sciatica in over 16s: Assessment and management. NICE guideline NG59.
14 Obermeyer, Z., Powers, B., Vogeli, C., and Mullainathan, S. (2019). Dissecting racial bias in an algorithm used to manage the health of populations. Science, 366(6464):447–453.
15 Rostami, M., Hossain, K. S. M. T., and Hawamdeh, S. (2025). Detecting health misinformation by leveraging llm models and debunk list. In Proc. of the ACM/IEEE CHASE, page 341–346, New York, NY, USA. ACM.
16 Shaw, L. J., Bugiardini, R., and Merz, C. N. B. (2009). Women and ischemic heart disease: Evolving knowledge. Journal of the American College of Cardiology, 54(17):1561–1575.
17 Singhal, K. et al. (2023). Large language models encode clinical knowledge. Nature.
18 Zhao, W. X. et al. (2023). A survey of large language models. arXiv:2303.18223, 1(2).