Gender-Attributed Persona Prompts and the Diagnostic Accuracy of Proprietary and Open-Weight Large Language Models in Chagas Disease and Visceral Leishmaniasis: A Paired Experimental Study.

Silva ARSD, Schwingel D, de Aquino SR, Brito RJVC, Silva MO, Fernandes FECV, Silva AAMD, Shiosaki RK, Carvalho PGS, Gonçalves RF, Maciel PD Jr, Camatari FODS, Maduro PA, Ribeiro MJS, Schwingel PA

Open source

DOI
10.3390/healthcare14101385
Published
2026 May 19
Container
Healthcare (Basel, Switzerland)
Publisher
Not recorded
Open access
yes

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BibTeX

@article{allodium:10.3390/healthcare14101385,
  title = {Gender-Attributed Persona Prompts and the Diagnostic Accuracy of Proprietary and Open-Weight Large Language Models in Chagas Disease and Visceral Leishmaniasis: A Paired Experimental Study.},
  author = {Silva ARSD and Schwingel D and de Aquino SR and Brito RJVC and Silva MO and Fernandes FECV and Silva AAMD and Shiosaki RK and Carvalho PGS and Gonçalves RF and Maciel PD Jr and Camatari FODS and Maduro PA and Ribeiro MJS and Schwingel PA},
  year = {2026},
  journal = {Healthcare (Basel, Switzerland)},
  doi = {10.3390/healthcare14101385},
  url = {https://doi.org/10.3390/healthcare14101385}
}

RIS

TY  - JOUR
TI  - Gender-Attributed Persona Prompts and the Diagnostic Accuracy of Proprietary and Open-Weight Large Language Models in Chagas Disease and Visceral Leishmaniasis: A Paired Experimental Study.
AU  - Silva ARSD
AU  - Schwingel D
AU  - de Aquino SR
AU  - Brito RJVC
AU  - Silva MO
AU  - Fernandes FECV
AU  - Silva AAMD
AU  - Shiosaki RK
AU  - Carvalho PGS
AU  - Gonçalves RF
AU  - Maciel PD Jr
AU  - Camatari FODS
AU  - Maduro PA
AU  - Ribeiro MJS
AU  - Schwingel PA
PY  - 2026
JO  - Healthcare (Basel, Switzerland)
DO  - 10.3390/healthcare14101385
UR  - https://doi.org/10.3390/healthcare14101385
ER  - 

APA

ARSD, S., D, S., SR, D. A., RJVC, B., MO, S., FECV, F., AAMD, S., RK, S., PGS, C., RF, G., Jr, M. P., FODS, C., PA, M., MJS, R., & PA, S. (2026). Gender-Attributed Persona Prompts and the Diagnostic Accuracy of Proprietary and Open-Weight Large Language Models in Chagas Disease and Visceral Leishmaniasis: A Paired Experimental Study.. Healthcare (Basel, Switzerland). https://doi.org/10.3390/healthcare14101385

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