MedConceptsQA / README.md
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---
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: 37454
num_examples: 60
- name: test
num_bytes: 687725968
num_examples: 819772
download_size: 247545663
dataset_size: 687763422
- config_name: atc_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
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- name: level
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splits:
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num_examples: 4
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num_examples: 6436
download_size: 1060337
dataset_size: 5401808.363887195
- config_name: atc_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:
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num_examples: 4
- name: test
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num_examples: 5934
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dataset_size: 4980668.783691726
- config_name: atc_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:
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num_examples: 4
- name: test
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num_examples: 6436
download_size: 1086690
dataset_size: 5401808.363887195
- config_name: icd10cm_easy
features:
- name: question_id
dtype: int64
- name: answer
dtype: string
- name: answer_id
dtype: string
- name: option1
dtype: string
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dtype: string
- name: option3
dtype: string
- name: option4
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- name: question
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- name: vocab
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splits:
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num_examples: 4
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num_examples: 94576
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dataset_size: 79344522.70338647
- 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
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- name: question
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- name: vocab
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- name: level
dtype: string
splits:
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num_examples: 4
- name: test
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num_examples: 88009
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dataset_size: 73835312.29871786
- config_name: icd10cm_medium
features:
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dtype: int64
- name: answer
dtype: string
- name: answer_id
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- name: option1
dtype: string
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- name: vocab
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splits:
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num_examples: 4
- name: test
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num_examples: 81753
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dataset_size: 68587007.09213847
- config_name: icd10proc_easy
features:
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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
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- name: level
dtype: string
splits:
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num_examples: 4
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num_examples: 190983
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dataset_size: 160222617.3406466
- config_name: icd10proc_hard
features:
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dtype: int64
- name: answer
dtype: string
- name: answer_id
dtype: string
- name: option1
dtype: string
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dtype: string
- name: option3
dtype: string
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- config_name: icd10proc_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
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- name: question
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- name: vocab
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splits:
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num_examples: 4
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num_examples: 190983
download_size: 47504039
dataset_size: 160222617.3406466
- config_name: icd9cm_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
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dtype: string
- name: vocab
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dtype: string
splits:
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num_examples: 4
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num_examples: 17732
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dataset_size: 14878287.841751771
- config_name: icd9cm_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
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- name: question
dtype: string
- name: vocab
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- name: level
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splits:
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num_examples: 4
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num_examples: 16854
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dataset_size: 14141713.038142964
- config_name: icd9cm_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:
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num_examples: 4
- name: test
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num_examples: 17732
download_size: 4541096
dataset_size: 14878287.841751771
- config_name: icd9proc_easy
features:
- name: question_id
dtype: int64
- name: answer
dtype: string
- name: answer_id
dtype: string
- name: option1
dtype: string
- name: option2
dtype: string
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dtype: string
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num_examples: 4666
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dataset_size: 3916913.82813823
- config_name: icd9proc_hard
features:
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dtype: int64
- name: answer
dtype: string
- name: answer_id
dtype: string
- name: option1
dtype: string
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dtype: string
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- config_name: icd9proc_medium
features:
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dtype: int64
- name: answer
dtype: string
- name: answer_id
dtype: string
- name: option1
dtype: string
- name: option2
dtype: string
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dtype: string
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splits:
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num_examples: 4666
download_size: 877606
dataset_size: 3916913.82813823
configs:
- config_name: all
data_files:
- split: dev
path: all/dev-*
- split: test
path: all/test-*
- config_name: atc_easy
data_files:
- split: dev
path: atc_easy/dev-*
- split: test
path: atc_easy/test-*
- config_name: atc_hard
data_files:
- split: dev
path: atc_hard/dev-*
- split: test
path: atc_hard/test-*
- config_name: atc_medium
data_files:
- split: dev
path: atc_medium/dev-*
- split: test
path: atc_medium/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-*
- config_name: icd10proc_easy
data_files:
- split: dev
path: icd10proc_easy/dev-*
- split: test
path: icd10proc_easy/test-*
- config_name: icd10proc_hard
data_files:
- split: dev
path: icd10proc_hard/dev-*
- split: test
path: icd10proc_hard/test-*
- config_name: icd10proc_medium
data_files:
- split: dev
path: icd10proc_medium/dev-*
- split: test
path: icd10proc_medium/test-*
- config_name: icd9cm_easy
data_files:
- split: dev
path: icd9cm_easy/dev-*
- split: test
path: icd9cm_easy/test-*
- config_name: icd9cm_hard
data_files:
- split: dev
path: icd9cm_hard/dev-*
- split: test
path: icd9cm_hard/test-*
- config_name: icd9cm_medium
data_files:
- split: dev
path: icd9cm_medium/dev-*
- split: test
path: icd9cm_medium/test-*
- config_name: icd9proc_easy
data_files:
- split: dev
path: icd9proc_easy/dev-*
- split: test
path: icd9proc_easy/test-*
- config_name: icd9proc_hard
data_files:
- split: dev
path: icd9proc_hard/dev-*
- split: test
path: icd9proc_hard/test-*
- config_name: icd9proc_medium
data_files:
- split: dev
path: icd9proc_medium/dev-*
- split: test
path: icd9proc_medium/test-*
license: apache-2.0
task_categories:
- question-answering
language:
- en
tags:
- medical
size_categories:
- 100K<n<1M
---
# Dataset Card for MedConceptsQA
The benchmark of the paper "MedConceptsQA - Open Source Medical Concepts QA Benchmark".
Paper Link: https://www.sciencedirect.com/science/article/pii/S0010482524011740
Our evaluation code is available at https://github.com/nadavlab/MedConceptsQA