Medicine

ICPC-2 Code Selector

ICPC-2 Code Selector tests whether models can pick the primary care code that best matches a short clinical expression in Brazilian Portuguese from candidates returned by a search engine, or correctly abstain when none match.

2,175items

39subjects

MITlicense

medicinedomain

multilingualdomain

knowledgedomain

textmodality

item-level responses released

Saturation status: No

Full data on Hugging Face Back to the gallery

Paper and credit

2025

Large Language Models as Medical Codes Selectors: a benchmark using the International Classification of Primary Care (opens in a new tab)

Original source

Authors

Vinicius Anjos de Almeida, Vinicius de Camargo, Raquel Gómez-Bravo, Egbert van der Haring +3 moreShow all

01Vinicius Anjos de Almeida
02Vinicius de Camargo
03Raquel Gómez-Bravo
04Egbert van der Haring
05Kees van Boven
06Marcelo Finger
07Luis Fernandez Lopez

Citation

BibTeX citationShow

BibTeX

1@article{anjosdealmeida2025llmicpc,
2  title={Large Language Models as Medical Codes Selectors: a benchmark using the International Classification of Primary Care},
3  author={Anjos de Almeida, Vinicius and de Camargo, Vinicius and G{\'o}mez-Bravo, Raquel and van der Haring, Egbert and van Boven, Kees and Finger, Marcelo and Fernandez Lopez, Luis},
4  journal={arXiv preprint arXiv:2507.14681},
5  year={2025},
6}

Response matrix

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Correct (1)Incorrect (0)Unobserved

Scale: 1 = correct · 0 = incorrect