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metadata
dataset_info:
  - config_name: conversational
    features:
      - name: id
        dtype: string
      - name: prompt
        list:
          - name: role
            dtype: string
          - name: content
            dtype: string
      - name: completion
        list:
          - name: role
            dtype: string
          - name: content
            dtype: string
      - name: Target
        dtype: string
    splits:
      - name: train
        num_bytes: 163046691
        num_examples: 40497
      - name: dev
        num_bytes: 20558830
        num_examples: 5033
      - name: test
        num_bytes: 22984705
        num_examples: 5678
    download_size: 48679354
    dataset_size: 206590226
  - config_name: processed
    features:
      - name: id
        dtype: string
      - name: PMID
        dtype: int64
      - name: Title
        dtype: string
      - name: Abstract
        dtype: string
      - name: Target
        dtype: string
    splits:
      - name: train
        num_bytes: 83569489
        num_examples: 40497
      - name: dev
        num_bytes: 10521513
        num_examples: 5033
      - name: test
        num_bytes: 11748317
        num_examples: 5678
    download_size: 40141291
    dataset_size: 105839319
  - config_name: source
    features:
      - name: ReviewID
        dtype: string
      - name: PMID
        dtype: int64
      - name: Title
        dtype: string
      - name: Abstract
        dtype: string
      - name: Target
        dtype: string
    splits:
      - name: train
        num_bytes: 83569495
        num_examples: 40497
      - name: dev
        num_bytes: 10521513
        num_examples: 5033
      - name: test
        num_bytes: 11748318
        num_examples: 5678
    download_size: 40131649
    dataset_size: 105839326
configs:
  - config_name: conversational
    data_files:
      - split: train
        path: conversational/train-*
      - split: dev
        path: conversational/dev-*
      - split: test
        path: conversational/test-*
  - config_name: processed
    data_files:
      - split: train
        path: processed/train-*
      - split: dev
        path: processed/dev-*
      - split: test
        path: processed/test-*
  - config_name: source
    data_files:
      - split: train
        path: source/train-*
      - split: dev
        path: source/dev-*
      - split: test
        path: source/test-*
license: cc-by-sa-4.0
task_categories:
  - summarization
language:
  - en
tags:
  - medical
pretty_name: RCT Summarization Data
size_categories:
  - 10K<n<100K

RCT Summarization Data

Dataset Description

Links
Repository: Github
Paper: arXiv
Contact (Original Authors): Byron C. Wallace (b.wallace@northeastern.edu.)
Contact (Curator): Artur Guimarães (artur.guimas@gmail.com)

Dataset Summary

``

Data Instances

Source Format

{
        "ReviewID":"CD000220",
        "PMID":11519502,
        "Title":"Failure of metronidazole to prevent preterm delivery among pregnant women with asymptomatic Trichomonas vaginalis infection.",
        "Abstract":"Infection with Trichomonas vaginalis during pregnancy has been associated with preterm delivery. It is uncertain whether treatment of asymptomatic trichomoniasis in pregnant women reduces the occurrence of preterm delivery.\n                We screened pregnant women for trichomoniasis by culture of vaginal secretions. We randomly assigned 617 women with asymptomatic trichomoniasis who were 16 to 23 weeks pregnant to receive two 2-g doses of metronidazole (320 women) or placebo (297 women) 48 hours apart. We treated women again with the same two-dose regimen at 24 to 29 weeks of gestation. The primary outcome was delivery before 37 weeks of gestation.\n                Between randomization and follow-up, trichomoniasis resolved in 249 of 269 women for whom follow-up cultures were available in the metronidazole group (92.6 percent) and 92 of 260 women with follow-up cultures in the placebo group (35.4 percent). Data on the time and characteristics of delivery were available for 315 women in the metronidazole group and 289 women in the placebo group. Delivery occurred before 37 weeks of gestation in 60 women in the metronidazole group (19.0 percent) and 31 women in the placebo group (10.7 percent) (relative risk, 1.8; 95 percent confidence interval, 1.2 to 2.7; P=0.004). The difference was attributable primarily to an increase in preterm delivery resulting from spontaneous preterm labor (10.2 percent vs. 3.5 percent; relative risk, 3.0; 95 percent confidence interval, 1.5 to 5.9).\n                Treatment of pregnant women with asymptomatic trichomoniasis does not prevent preterm delivery. Routine screening and treatment of asymptomatic pregnant women for this condition cannot be recommended.","Target":"Metronidazole, given as a single dose, is likely to provide parasitological cure for trichomoniasis, but it is not known whether this treatment will have any effect on pregnancy outcomes. The cure rate could probably be higher if more partners used the treatment.",
        "Target" : "Metronidazole, given as a single dose, is likely to provide parasitological cure for trichomoniasis, but it is not known whether this treatment will have any effect on pregnancy outcomes. The cure rate could probably be higher if more partners used the treatment."
}

Data Fields

Source Format

TO:DO

Data Splits

TO:DO

Additional Information

Dataset Curators

Original Paper

  • Byron C. Wallace - Northeastern University, Boston, MA
  • Sayantan Saha - Northeastern University, Boston, MA
  • Frank Soboczenski - King’s College London, London
  • Iain J. Marshall - King’s College London, London

Huggingface Curator

Licensing Information

CC BY-SA 4.0

Citation Information

  @inproceedings{AMIA-summarization-2021,
      title = {{Generating (Factual?) Narrative Summaries of RCTs: Experiments with Neural Multi-Document Summarization}},
      author = {Byron C. Wallace and Sayantan Saha and Frank Soboczenski and Iain J. Marshall},
      Booktitle = {{Proceedings of AMIA Informatics Summit}},
      year = {2021},
  }

10.48550/arXiv.2008.11293

Contributions

Thanks to araag2 for adding this dataset.