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
- Artur Guimarães (artur.guimas@gmail.com) - INESC-ID / University of Lisbon - Instituto Superior Técnico
Licensing Information
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},
}
Contributions
Thanks to araag2 for adding this dataset.