README.md

---
license: cc-by-4.0
---
task_categories:
- text-generation
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
    

---

# CasiMedicos-exp: Annotation 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](https://www.casimedicos.com), 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](https://www.casimedicos.com/mir-2-0/).

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**. 

<table style="width:33%">
    <tr>
         <th>casimedicos-exp splits</th>
     <tr>
         <td>train</td>
         <td>434</td>
     </tr>
     <tr>
         <td>validation</td>
         <td>63</td>
     </tr>
     <tr>
         <td>test</td>
         <td>125</td>
     </tr>
 </table>

- 📖 Paper: [Explanatory Argument Extraction of Correct Answers in Resident Medical Exams](https://arxiv.org/abs/2312.00567) In ArXiv 2023.
- 💻 Github Repo (Data and Code): [https://github.com/ixa-ehu/antidote-casimedicos](https://github.com/ixa-ehu/antidote-casimedicos)


## Example

<p align="center">
<img src="https://github.com/ixa-ehu/antidote-casimedicos/blob/main/casimedicos-exp.png?raw=true" style="height: 450px;">
</p>

## Data Explanation

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

## Citation

```bibtex
@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](https://ragerri.github.io/)
HiTZ Center - Ixa, University of the Basque Country UPV/EHU