Datasets:

sameedkhan
/

medconceptsqa-sample_medarc_2k

dataset_info:
  - config_name: all
    features:
      - name: question_id
        dtype: int64
      - name: answer
        dtype: string
      - name: answer_id
        dtype: string
      - name: option1
        dtype: string
      - name: option2
        dtype: string
      - name: option3
        dtype: string
      - name: option4
        dtype: string
      - name: question
        dtype: string
      - name: vocab
        dtype: string
      - name: level
        dtype: string
    splits:
      - name: dev
        num_bytes: 9728
        num_examples: 12
      - name: test
        num_bytes: 3732070
        num_examples: 6000
    download_size: 1488812
    dataset_size: 3741798
  - config_name: icd10cm_easy
    features:
      - name: question_id
        dtype: int64
      - name: answer
        dtype: string
      - name: answer_id
        dtype: string
      - name: option1
        dtype: string
      - name: option2
        dtype: string
      - name: option3
        dtype: string
      - name: option4
        dtype: string
      - name: question
        dtype: string
      - name: vocab
        dtype: string
      - name: level
        dtype: string
    splits:
      - name: dev
        num_bytes: 2555
        num_examples: 4
      - name: test
        num_bytes: 1408767
        num_examples: 2000
    download_size: 583061
    dataset_size: 1411322
  - config_name: icd10cm_hard
    features:
      - name: question_id
        dtype: int64
      - name: answer
        dtype: string
      - name: answer_id
        dtype: string
      - name: option1
        dtype: string
      - name: option2
        dtype: string
      - name: option3
        dtype: string
      - name: option4
        dtype: string
      - name: question
        dtype: string
      - name: vocab
        dtype: string
      - name: level
        dtype: string
    splits:
      - name: dev
        num_bytes: 4319
        num_examples: 4
      - name: test
        num_bytes: 1198623
        num_examples: 2000
    download_size: 494138
    dataset_size: 1202942
  - config_name: icd10cm_medium
    features:
      - name: question_id
        dtype: int64
      - name: answer
        dtype: string
      - name: answer_id
        dtype: string
      - name: option1
        dtype: string
      - name: option2
        dtype: string
      - name: option3
        dtype: string
      - name: option4
        dtype: string
      - name: question
        dtype: string
      - name: vocab
        dtype: string
      - name: level
        dtype: string
    splits:
      - name: dev
        num_bytes: 2854
        num_examples: 4
      - name: test
        num_bytes: 1124680
        num_examples: 2000
    download_size: 499765
    dataset_size: 1127534
configs:
  - config_name: all
    data_files:
      - split: dev
        path: all/dev-*
      - split: test
        path: all/test-*
  - config_name: icd10cm_easy
    data_files:
      - split: dev
        path: icd10cm_easy/dev-*
      - split: test
        path: icd10cm_easy/test-*
  - config_name: icd10cm_hard
    data_files:
      - split: dev
        path: icd10cm_hard/dev-*
      - split: test
        path: icd10cm_hard/test-*
  - config_name: icd10cm_medium
    data_files:
      - split: dev
        path: icd10cm_medium/dev-*
      - split: test
        path: icd10cm_medium/test-*
license: mit
task_categories:
  - text-classification
tags:
  - medical
pretty_name: MedARC 2K per Split Subsample of MedConceptsQA
size_categories:
  - 1K<n<10K

Dataset Card for MedConceptsQA 2K Sample for MedARC

This is a hierarchically stratified sample of the ICD10-CM coding system from MedConceptsQA. This dataset was sampled such that maximum coverage across all levels of the ICD-10 hierarchy to be as representative as possible while constraining the dataset to a reasonable size for evaluation and potential reinforcement learning.

Users can generate their own sampling of MedConceptsQA via this generator script.

Hierarchy Coverage

Full details can be found in medarc_2k_report.txt.