README.md

---
configs:
  - config_name: alergologia
    data_files:
      - split: test
        path: data/alergologia.csv
  - config_name: anestezjologia
    data_files:
      - split: test
        path: data/anestezjologia.csv
  - config_name: angiologia
    data_files:
      - split: test
        path: data/angiologia.csv
  - config_name: balneologia_i_medycyna_fizykalna
    data_files:
      - split: test
        path: data/balneologia_i_medycyna_fizykalna.csv
  - config_name: chirurgia_dziecieca
    data_files:
      - split: test
        path: data/chirurgia_dziecieca.csv
  - config_name: chirurgia_naczyniowa
    data_files:
      - split: test
        path: data/chirurgia_naczyniowa.csv
  - config_name: chirurgia_ogolna
    data_files:
      - split: test
        path: data/chirurgia_ogolna.csv
  - config_name: chirurgia_onkologiczna
    data_files:
      - split: test
        path: data/chirurgia_onkologiczna.csv
  - config_name: chirurgia_stomatologiczna
    data_files:
      - split: test
        path: data/chirurgia_stomatologiczna.csv
  - config_name: chirurgia_szczekowo-twarzowa
    data_files:
      - split: test
        path: data/chirurgia_szczekowo-twarzowa.csv
  - config_name: choroby_pluc
    data_files:
      - split: test
        path: data/choroby_pluc.csv
  - config_name: choroby_pluc_dzieci
    data_files:
      - split: test
        path: data/choroby_pluc_dzieci.csv
  - config_name: choroby_wewnetrzne
    data_files:
      - split: test
        path: data/choroby_wewnetrzne.csv
  - config_name: choroby_zakazne
    data_files:
      - split: test
        path: data/choroby_zakazne.csv
  - config_name: dermatologia_i_wenerologia
    data_files:
      - split: test
        path: data/dermatologia_i_wenerologia.csv
  - config_name: diabetologia
    data_files:
      - split: test
        path: data/diabetologia.csv
  - config_name: endokrynologia
    data_files:
      - split: test
        path: data/endokrynologia.csv
  - config_name: endokrynologia_ginekologiczna_i_rozrodczosc
    data_files:
      - split: test
        path: data/endokrynologia_ginekologiczna_i_rozrodczosc.csv
  - config_name: endokrynologia_i_diabetologia_dziecieca
    data_files:
      - split: test
        path: data/endokrynologia_i_diabetologia_dziecieca.csv
  - config_name: gastroenterologia
    data_files:
      - split: test
        path: data/gastroenterologia.csv
  - config_name: gastroenterologia_dziecieca
    data_files:
      - split: test
        path: data/gastroenterologia_dziecieca.csv
  - config_name: geriatria
    data_files:
      - split: test
        path: data/geriatria.csv
  - config_name: ginekologia_onkologiczna
    data_files:
      - split: test
        path: data/ginekologia_onkologiczna.csv
  - config_name: hematologia
    data_files:
      - split: test
        path: data/hematologia.csv
  - config_name: hipertensjologia
    data_files:
      - split: test
        path: data/hipertensjologia.csv
  - config_name: kardiochirurgia
    data_files:
      - split: test
        path: data/kardiochirurgia.csv
  - config_name: kardiologia
    data_files:
      - split: test
        path: data/kardiologia.csv
  - config_name: medycyna_pracy
    data_files:
      - split: test
        path: data/medycyna_pracy.csv
  - config_name: medycyna_paliatywna
    data_files:
      - split: test
        path: data/medycyna_paliatywna.csv
  - config_name: medycyna_ratunkowa
    data_files:
      - split: test
        path: data/medycyna_ratunkowa.csv
  - config_name: medycyna_rodzinna
    data_files:
      - split: test
        path: data/medycyna_rodzinna.csv
  - config_name: medycyna_sportowa
    data_files:
      - split: test
        path: data/medycyna_sportowa.csv
  - config_name: nefrologia
    data_files:
      - split: test
        path: data/nefrologia.csv
  - config_name: neonatologia
    data_files:
      - split: test
        path: data/neonatologia.csv
  - config_name: neurochirurgia
    data_files:
      - split: test
        path: data/neurochirurgia.csv
  - config_name: neurologia
    data_files:
      - split: test
        path: data/neurologia.csv
  - config_name: neurologia_dziecieca
    data_files:
      - split: test
        path: data/neurologia_dziecieca.csv
  - config_name: okulistyka
    data_files:
      - split: test
        path: data/okulistyka.csv
  - config_name: onkologia_kliniczna
    data_files:
      - split: test
        path: data/onkologia_kliniczna.csv
  - config_name: ortodoncja
    data_files:
      - split: test
        path: data/ortodoncja.csv
  - config_name: ortopedia
    data_files:
      - split: test
        path: data/ortopedia.csv
  - config_name: otolaryngologia
    data_files:
      - split: test
        path: data/otolaryngologia.csv
  - config_name: patomorfologia
    data_files:
      - split: test
        path: data/patomorfologia.csv
  - config_name: pediatria
    data_files:
      - split: test
        path: data/pediatria.csv
  - config_name: perinatologia
    data_files:
      - split: test
        path: data/perinatologia.csv
  - config_name: periodontologia
    data_files:
      - split: test
        path: data/periodontologia.csv
  - config_name: poloznictwo_i_ginekologia
    data_files:
      - split: test
        path: data/poloznictwo_i_ginekologia.csv
  - config_name: protetyka_stomatologiczna
    data_files:
      - split: test
        path: data/protetyka_stomatologiczna.csv
  - config_name: psychiatria
    data_files:
      - split: test
        path: data/psychiatria.csv
  - config_name: psychiatria_dzieci_i_mlodziezy
    data_files:
      - split: test
        path: data/psychiatria_dzieci_i_mlodziezy.csv
  - config_name: radiologia_i_diagnostyka_obrazowa
    data_files:
      - split: test
        path: data/radiologia_i_diagnostyka_obrazowa.csv
  - config_name: radioterapia_onkologiczna
    data_files:
      - split: test
        path: data/radioterapia_onkologiczna.csv
  - config_name: rehabilitacja_medyczna
    data_files:
      - split: test
        path: data/rehabilitacja_medyczna.csv
  - config_name: reumatologia
    data_files:
      - split: test
        path: data/reumatologia.csv
  - config_name: stomatologia_dziecieca
    data_files:
      - split: test
        path: data/stomatologia_dziecieca.csv
  - config_name: stomatologia_zachowawcza
    data_files:
      - split: test
        path: data/stomatologia_zachowawcza.csv
  - config_name: transplantologia_kliniczna
    data_files:
      - split: test
        path: data/transplantologia_kliniczna.csv
language:
  - pl
---
# Dataset Card for PES-2018-2022

## Update

The original dataset https://huggingface.co/datasets/amu-cai/PES-2018-2022 has been corrected and filtered.

## Dataset Description

This is a dataset used and described in:
```
@misc{pokrywka2024gpt4,
      title={GPT-4 passes most of the 297 written Polish Board Certification Examinations}, 
      author={Jakub Pokrywka and Jeremi Kaczmarek and Edward Gorzelańczyk},
      year={2024},
      eprint={2405.01589},
      archivePrefix={arXiv},
      primaryClass={id='cs.CL' full_name='Computation and Language' is_active=True alt_name='cmp-lg' in_archive='cs' is_general=False description='Covers natural language processing. Roughly includes material in ACM Subject Class I.2.7. Note that work on artificial languages (programming languages, logics, formal systems) that does not explicitly address natural-language issues broadly construed (natural-language processing, computational linguistics, speech, text retrieval, etc.) is not appropriate for this area.'}
}
```

This dataset is 297 Polish Board Certification Examinations from years 2018-2022.

The Państwowy Egzamin Specjalizacyjny (PES), which translates to English as Polish
Board Certification Exam in English, serves as a crucial assessment for medical
practitioners in Poland, marking the culmination of their specialization process. It is
composed of two parts: a written test with multiple-choice questions and an oral
examination. Its primary objective is to evaluate the proficiency and expertise acquired
during specialized training. The successful completion of the PES, in conjunction with
the requisite courses and qualifying training periods, is obligatory for medical doctors in
Poland to gain official recognition as specialists in their respective fields, thereby
granting them the autonomy to practice their specialty independently.
 

The dataset was published in https://nil.org.pl/aktualnosci/8012-sukces-samorzadu-lekarskiego-nil-udostepniapytania-z-pes and https://nil.org.pl/aktualnosci/8043-kolejne-pytania-z-pesudostepnione%C2%A0 in PDFs as separate exams and exam keys.
I processed them into a convenient JSON format. It's important to note that not all examples from the links were used. Some of them were PDFs with only image and no text layer and these were not used due to their format limitations.

I do not own rights to this dataset; I just processed it and published it here.