基于口腔液体的HIV快速检测自我测试的准确性与用户接受度

该数据集包含HIV口腔液快速检测自我测试的准确性和用户接受度研究数据,涉及994名参与者,评估自我检测与医护人员检测的一致性及用户偏好。

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2016-01-19 更新
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表格user-acceptabilityhivself-testingfluid-based
Accuracy and User-Acceptability of HIV Self-Testing Using an Oral Fluid-Based HIV Rapid Test

基本信息

模态
表格
大小
0.000806201 GB
许可
CC BY 4.0
创建/更新时间
2016-01-19
版本
v1

资源简介

基于口腔液体的HIV快速检测自我测试的准确性与用户接受度

【数据集背景】

本数据集源站标题为《Accuracy and User-Acceptability of HIV Self-Testing Using an Oral Fluid-Based HIV Rapid Test》。配套论文《Accuracy and User-Acceptability of HIV Self-Testing Using an Oral Fluid-Based HIV Rapid Test》发表于 PLoS ONE(2012),DOI:10.1371/journal.pone.0045168。源站首次发布:2012-09-17。

【数据内容】

源站原始描述:Background The United States FDA approved an over-the-counter HIV self-test, to facilitate increased HIV testing and earlier linkage to care. We assessed the accuracy of self-testing by untrained participants compared to healthcare worker (HCW) testing, participants’ ability to interpret sample results and user-acceptability of self-tests in Singapore. Methodology/Principal Findings A cross-sectional study, involving 200 known HIV-positive patients and 794 unknown HIV status at-risk participants…

【数据结构与技术规格】

文件数 2 个,合计 806.20 KB。Appendix_S1.pdf:application/pdf,437.78 KB。Appendix_S2.pdf:application/pdf,368.43 KB。数据集 DOI:10.1371/journal.pone.0045168。

【主题与分类】

源站学科分类:Cancer、Medicine、Biotechnology。主题标签:user-acceptability、hiv、self-testing、fluid-based。

【适用方向】

结构化表格数据可直接用于统计建模、特征工程与队列分析。

【获取与许可】

源站页面:https://plos.figshare.com/articles/dataset/Accuracy_and_User_Acceptability_of_HIV_Self_Testing_Using_an_Oral_Fluid_Based_HIV_Rapid_Test/120002

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

规范引用:Tek Ng, Oon; L. Chow, Angela; J. Lee, Vernon; I. C. Chen, Mark; Kyaw Win, Mar; Hee Tan, Hiok; et al. (2016). Accuracy and User-Acceptability of HIV Self-Testing Using an Oral Fluid-Based HIV Rapid Test. PLOS ONE. Dataset

【使用注意】

· 源站最后修改于 2023-05-31,引用时请注意版本时效。

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下载信息

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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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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_S1.pdf" "https://ndownloader.figshare.com/files/304201"
curl -L -o "Appendix_S2.pdf" "https://ndownloader.figshare.com/files/304355"

文件清单

  • Appendix_S1.pdf(437.78 KB)
  • Appendix_S2.pdf(368.43 KB)

文件总体积 806.20 KB(源站 API 实测)。

数据说明

Background
The United States FDA approved an over-the-counter HIV self-test, to facilitate increased HIV testing and earlier linkage to care. We assessed the accuracy of self-testing by untrained participants compared to healthcare worker (HCW) testing, participants’ ability to interpret sample results and user-acceptability of self-tests in Singapore.
Methodology/Principal Findings
A cross-sectional study, involving 200 known HIV-positive patients and 794 unknown HIV status at-risk participants was conducted. Participants (all without prior self-test experience) performed self-testing guided solely by visual instructions, followed by HCW testing, both using the OraQuick ADVANCE Rapid HIV 1/2 Antibody Test, with both results interpreted by the HCW. To assess ability to interpret results, participants were provided 3 sample results (positive, negative, and invalid) to interpret. Of 192 participants who tested positive on HCW testing, self-testing was positive in 186 (96.9%), negative in 5 (2.6%), and invalid in 1 (0.5%). Of 794 participants who tested negative on HCW testing, self-testing was negative in 791 (99.6%), positive in 1 (0.1%), and invalid in 2 (0.3%). Excluding invalid tests, self-testing had sensitivity of 97.4% (95% CI 95.1% to 99.7%) and specificity of 99.9% (95% CI: 99.6% to 100%). When interpreting results, 96%, 93.1% and 95.2% correctly read the positive, negative and invalid respectively. There were no significant demographic predictors for false negative self-testing or wrongly interpreting positive or invalid sample results as negative. Eighty-seven percent would purchase the kit over-the-counter; 89% preferred to take HIV tests in private. 72.5% and 74.9% felt the need for pre- and post-test counseling respectively. Only 28% would pay at least USD15 for the test.
Conclusions/Significance
Self-testing was associated with high specificity, and a small but significant number of false negatives. Incorrectly identifying model results as invalid was a major reason for incorrect result interpretation. Survey responses were supportive of making self-testing available.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0045168(source: https://plos.figshare.com/articles/dataset/Accuracy_and_User_Acceptability_of_HIV_Self_Testing_Using_an_Oral_Fluid_Based_HIV_Rapid_Test/120002)。

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