脊髓损伤女性大麻使用健康调查及医生知识:一项横断面研究

针对脊髓损伤女性的大麻使用情况及医生相关知识的横断面调查数据集。

Taylor & FrancisTaylor & Francis
DataCite Commons
2023-03-02 更新
浏览 16
文本Spinal cord injuryCannabisSurveyWomenPhysicians
Cannabis health survey on usage in women with spinal cord injury and knowledge among physicians: A cross-sectional study

基本信息

模态
文本
大小
0.000694966 GB
许可
CC BY 4.0
创建/更新时间
2023-03-02
版本
v1

资源简介

脊髓损伤女性大麻使用健康调查及医生知识:一项横断面研究

【一句话概览】

本数据集是 figshare 公开的文本数据集,收录 4 个文件、合计 694.97 KB,主题涵盖 Spinal cord injury、Cannabis、Survey、Women、Physicians,可用于医学自然语言处理(实体识别、信息抽取等),CC BY 4.0 许可开放获取。

【数据集背景】

本数据集源站标题为《Cannabis health survey on usage in women with spinal cord injury and knowledge among physicians: A cross-sectional study》。配套论文《Cannabis health survey on usage in women with spinal cord injury and knowledge among physicians: A cross-sectional study》发表于 The Journal of Spinal Cord Medicine(2022),DOI:10.1080/10790268.2022.2038049。项目资助方:This study was funded by the Craig H. Neilsen Foundation (grant number 2015-31; Principal Investigator, Andrei V. Krassioukov) but the funding agency did not play a role in the design, implementation, interpretation or reporting of this study. The laboratory of Andrei V. Krassioukov is also supported by funds from the Canadian Institutes of Health Research (CIHR), Heart and Stroke Foundation, and Canadian Foundation for Innovation. Amanda H.X. Lee was a 2017 CIHR Canada Graduate Scholarships-Master′s (CGS-M) Award recipient (Award No. 6556). Emmanuel K. Tse was a recipient of the 2019 Florence E. Heighway Summer Research Award provided by the UBC Faculty of Medicine. Thomas E. Nightingale was supported by a 2018–2020 Michael Smith Foundation for Health Research (MSFHR) Trainee Award (grant number: 17767). Rahul Sachdeva was supported by Postdoctoral Fellowships from the CIHR, MSFHR, and University of British Columbia (Bluma Tischler Postdoctoral Fellowship). Matthias Walter was supported by a 2017–2019 MSFHR Trainee Award, in partnership with the Rick Hansen Foundation (grant number: 17110).。源站首次发布:2022-03-29。

【数据内容】

源站原始描述:Individuals with spinal cord injury (SCI) report using cannabis to self-manage chronic pain and spasticity. However, its safety and efficacy are not well understood. As more women with SCI are pursuing motherhood, clinicians must consider the possibility of maternal cannabis use and its impact on fetal development. Moreover, due to the lack of current evidence for cannabis, it is important to characterize the perceptions and knowledge of physicians towards both recreational and synthetic cannabi…

【数据结构与技术规格】

文件数 4 个,合计 694.97 KB。Appendix A.pdf:application/pdf,264.90 KB。Appendix B.pdf:application/pdf,122.59 KB。Appendix C.pdf:application/pdf,180.57 KB。数据集 DOI:10.6084/m9.figshare.19450136.v1。

【主题与分类】

源站学科分类:Medicine、Cell Biology、Neuroscience、Pharmacology、Biotechnology、Developmental Biology。主题标签:Spinal cord injury、Cannabis、Survey、Women、Physicians。

【适用方向】

文本类数据可用于医学自然语言处理,如命名实体识别、信息抽取与文本分类。

【获取与许可】

源站页面:https://tandf.figshare.com/articles/dataset/Cannabis_health_survey_on_usage_in_women_with_spinal_cord_injury_and_knowledge_among_physicians_A_cross-sectional_study/19450136

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Cannabis health survey on usage in women with spinal cord injury and knowledge among physicians: A cross-sectional study. Taylor & Francis. Lee, Amanda H.X.; Tse, Emmanuel K.; Nightingale, Thomas E.; Sachdeva, Rahul; Walter, Matthias; Krassioukov, Andrei V

【使用注意】

· 源站最后修改于 2023-06-05,引用时请注意版本时效。

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下载信息

注册下载

需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。

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公开下载

无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。

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暂未开放

当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "Appendix A.pdf" "https://ndownloader.figshare.com/files/34553750"
curl -L -o "Appendix B.pdf" "https://ndownloader.figshare.com/files/34553753"
curl -L -o "Appendix C.pdf" "https://ndownloader.figshare.com/files/34553756"
curl -L -o "Appendix D.pdf" "https://ndownloader.figshare.com/files/34553759"

文件清单

  • Appendix A.pdf(264.90 KB)
  • Appendix B.pdf(122.59 KB)
  • Appendix C.pdf(180.57 KB)
  • Appendix D.pdf(126.91 KB)

文件总体积 694.97 KB(源站 API 实测)。

数据加载示例(图像类)

from PIL import Image
import glob, os

files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)

# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path)  # 要求 子目录=类别

目录组织与标注格式以源站说明和下载后实际文件为准。

数据说明

Individuals with spinal cord injury (SCI) report using cannabis to self-manage chronic pain and spasticity. However, its safety and efficacy are not well understood. As more women with SCI are pursuing motherhood, clinicians must consider the possibility of maternal cannabis use and its impact on fetal development. Moreover, due to the lack of current evidence for cannabis, it is important to characterize the perceptions and knowledge of physicians towards both recreational and synthetic cannabinoids.
Two anonymous surveys (10-items each) were conducted.
Women with SCI (n = 20) completed an anonymous, online survey regarding cannabis use. Physicians at a Canadian SCI rehabilitation center (n = 15) completed a survey on their knowledge of recreational and synthetic cannabinoids among individuals with SCI.
Survey 1 evaluated cannabis use patterns and perceptions before/after SCI in women, including during pregnancy and breastfeeding. The aim of Survey 2 was to understand the perception and current knowledge of physicians regarding recreational cannabis and synthetic cannabinoid use by patients with SCI.
At the time of survey, 7 women with SCI reported use of cannabis, only 4 of them used prior to injury. Managing tone/spasticity (n = 5) was the major reported benefit of cannabis use. Women used cannabis during pregnancy and/or breastfeeding as a sleep aid or relief for morning sickness (n = 1 pregnancy, n = 1 breastfeeding, n = 1 both). The most-reported challenge with cannabis use was difficulty obtaining consistent, desirable effects (n = 5). Almost all physicians (n = 13) described their knowledge on recreational cannabis products as “none, very little or poor”, with greater overall comfort and knowledge of synthetic cannabinoids.
Due to the reported use of cannabis during pregnancy/breastfeeding and current impoverishment of physicians’ knowledge (particularly regarding recreational cannabis products), it is imperative to further investigate the safety and efficacy of cannabis use in women with SCI.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.19450136.v1(source: https://tandf.figshare.com/articles/dataset/Cannabis_health_survey_on_usage_in_women_with_spinal_cord_injury_and_knowledge_among_physicians_A_cross-sectional_study/19450136)。

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