Datasets:
File size: 3,771 Bytes
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dataset_info:
- config_name: all
features:
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dtype: int64
- name: answer
dtype: string
- name: answer_id
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- name: vocab
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- name: level
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splits:
- name: dev
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- name: test
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num_examples: 6000
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dataset_size: 3741798
- config_name: icd10cm_easy
features:
- name: question_id
dtype: int64
- name: answer
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- config_name: icd10cm_hard
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- config_name: icd10cm_medium
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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](https://github.com/sameed-khan/medconceptsqa-sample-generator).
- [Original MedConceptsQA Paper](https://www.sciencedirect.com/science/article/pii/S0010482524011740)
- [MedConceptsQA Github Repo](https://github.com/nadavlab/MedConceptsQA)
## Hierarchy Coverage
Full details can be found in `medarc_2k_report.txt`. |