metadata

license: cc-by-4.0
language:
  - en
  - es
  - fr
  - it
tags:
  - casimedicos
  - explainability
  - medical exams
  - multilinguality
  - LLMs
  - LLM
pretty_name: casimedicos-exp
configs:
  - config_name: en
    data_files:
      - split: train
        path:
          - data/en/en_train_casimedicos.jsonl
      - split: validation
        path:
          - data/en/en_dev_casimedicos.jsonl
      - split: test
        path:
          - data/en/en_test_casimedicos.jsonl
  - config_name: es
    data_files:
      - split: train
        path:
          - data/es/es_train_casimedicos.jsonl
      - split: validation
        path:
          - data/es/es_dev_casimedicos.jsonl
      - split: test
        path:
          - data/es/es_test_casimedicos.jsonl
  - config_name: fr
    data_files:
      - split: train
        path:
          - data/fr/fr_train_casimedicos.jsonl
      - split: validation
        path:
          - data/fr/fr_dev_casimedicos.jsonl
      - split: test
        path:
          - data/fr/fr_test_casimedicos.jsonl
  - config_name: it
    data_files:
      - split: train
        path:
          - data/it/it_train_casimedicos.jsonl
      - split: validation
        path:
          - data/it/it_dev_casimedicos.jsonl
      - split: test
        path:
          - data/it/it_test_casimedicos.jsonl
task_categories:
  - text-generation
  - question-answering
size_categories:
  - 1K<n<10K

CasiMedicos-exp: Annotating of Possible Answers Explanations in Resident Medical Exams

We present a new multilingual medical dataset which, in contrast to previous work, includes not only explanatory arguments for the correct answer but also arguments to explain why the remaining possible answers are incorrect.

The data source for our new dataset consists of the Resident Medical Intern exams, or Médico Interno Residente (MIR), originally created by CasiMedicos, a Spanish community of medical professionals who collaboratively, voluntarily, and free of charge, publishes written explanations about the possible answers included in the MIR exams. The aim is to generate a resource that helps future medical doctors to study towards the MIR examinations. The commented MIR exams, including the explanations, are published in the CasiMedicos Project MIR 2.0 website.

We have extracted, clean and annotated the available data so that each document includes the clinical case, the correct answer, the multiple-choice questions and the annotated explanations written by native Spanish medical doctors.

From the original Spanish version, we have generated casimedicos-exp, a multilingual dataset in 4 languages: English, French, Italian and Spanish.

casimedicos-exp splits
train	434
validation	63
test	125

📖 Paper: Explanatory Argument Extraction of Correct Answers in Resident Medical Exams In ArXiv 2023.
💻 Github Repo (Data and Code): https://github.com/ixa-ehu/antidote-casimedicos
🌐 Project Website: https://univ-cotedazur.eu/antidote
Funding: CHIST-ERA XAI 2019 call. Antidote (PCI2020-120717-2) funded by MCIN/AEI /10.13039/501100011033 and by European Union NextGenerationEU/PRTR

Example

Data Explanation

If you use casimedicos-exp please cite the following paper:

Citation

@misc{goenaga2023explanatory,
      title={Explanatory Argument Extraction of Correct Answers in Resident Medical Exams}, 
      author={Iakes Goenaga and Aitziber Atutxa and Koldo Gojenola and Maite Oronoz and Rodrigo Agerri},
      year={2023},
      eprint={2312.00567},
      archivePrefix={arXiv}
}

Contact: Rodrigo Agerri HiTZ Center - Ixa, University of the Basque Country UPV/EHU