肯尼亚西部HIV感染女性对多用途技术及非口服抗逆转录病毒治疗方法的偏好:一项调查研究的数据表1

肯尼亚西部HIV感染女性对多用途技术及非口服抗逆转录病毒治疗偏好的调查研究数据表。

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文本contraceptionHIVmultipurpose technologywomenantiretroviral therapy
Data_Sheet_1_Preferences for Multipurpose Technology and Non-oral Methods of Antiretroviral Therapy Among Women Living With HIV in Western Kenya: A Survey Study.PDF

基本信息

模态
文本
大小
0.000083075 GB
许可
CC BY 4.0
创建/更新时间
2026-10-10
版本
v1

资源简介

肯尼亚西部HIV感染女性对多用途技术及非口服抗逆转录病毒治疗方法的偏好:一项调查研究的数据表1

【一句话概览】

本数据集是 figshare 公开的文本数据集,收录 1 个文件、合计 83.08 KB,主题涵盖 contraception、HIV、multipurpose technology、women、antiretroviral therapy,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《Data_Sheet_1_Preferences for Multipurpose Technology and Non-oral Methods of Antiretroviral Therapy Among Women Living With HIV in Western Kenya: A Survey Study.PDF》。配套论文《Pregnancies among women living with HIV using contraceptives and antiretroviral therapy in western Kenya: a retrospective, cohort study》发表于 BMC Medicine(2021),DOI:10.1186/s12916-021-02043-z。源站首次发布:2022-05-19。

【数据内容】

源站原始描述:IntroductionUnderstanding interests in and preferences for multipurpose technology (MPT) for the co-administration of contraception and antiretroviral therapy (ART) and alternative, non-oral ART methods among women living with HIV (WLHIV) is vital to successful implementation of future treatment options, such as long-acting injectable ART. MethodsBetween May 2016 and March 2017 we conducted a cross-sectional telephone survey of 1,132 WLHIV of reproductive potential with prior experience using in…

【数据结构与技术规格】

文件数 1 个,合计 83.08 KB。Data_Sheet_1_Preferences for Multipurpose Technology and Non-oral Methods of Antiretroviral Therapy Among Women Living With HIV in Western Kenya: A Su.PDF:application/pdf,83.08 KB。数据集 DOI:10.3389/fgwh.2022.869623.s001。

【主题与分类】

源站学科分类:Medicine、Obstetrics and Gynaecology、Sociology、Mental Health、Epidemiology。主题标签:contraception、HIV、multipurpose technology、women、antiretroviral therapy。

【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://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Preferences_for_Multipurpose_Technology_and_Non-oral_Methods_of_Antiretroviral_Therapy_Among_Women_Living_With_HIV_in_Western_Kenya_A_Survey_Study_PDF/19792057

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

规范引用:Bernard, Caitlin; Jakait, Beatrice; Fadel, William F.; Mocello, A. Rain; Onono, Maricianah A.; Bukusi, Elizabeth A.; et al. (2022). Data_Sheet_1_Preferences for Multipurpose Technology and Non-oral Methods of Antiretroviral Therapy Among Women Living With HIV in Western Kenya: A Survey Study.PDF. Fr…

【使用注意】

· 源站最后修改于 2023-06-01,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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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 "Data_Sheet_1_Preferences for Multipurpose Technology and Non-oral Methods of Antiretroviral Therapy Among Women Living With HIV in Western Kenya: A Su.PDF" "https://ndownloader.figshare.com/files/35164477"

文件清单

  • Data_Sheet_1_Preferences for Multipurpose Technology and Non-oral Methods of Antiretroviral Therapy Among Women Living With HIV in Western Kenya: A Su.PDF(83.08 KB)

文件总体积 83.08 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

IntroductionUnderstanding interests in and preferences for multipurpose technology (MPT) for the co-administration of contraception and antiretroviral therapy (ART) and alternative, non-oral ART methods among women living with HIV (WLHIV) is vital to successful implementation of future treatment options, such as long-acting injectable ART.
MethodsBetween May 2016 and March 2017 we conducted a cross-sectional telephone survey of 1,132 WLHIV of reproductive potential with prior experience using intermediate- or long-acting contraceptive methods in western Kenya. We present descriptive statistics and multinomial logistic regression to evaluate predictors of interest in specific MPT and non-oral ART methods.
ResultsTwo-thirds (67%) reported interest in MPT, with the most common reason for interest being ease of using a single medication for both purposes of HIV treatment and pregnancy prevention (26%). Main reasons for lack of interest in MPT were need to stop/not use contraception while continuing ART (21%) and risk of side effects (16%). Important characteristics of MPT were effectiveness for pregnancy prevention (26%) and HIV treatment (24%) and less than daily dosing (19%). Important characteristics of non-oral ART methods were less than daily dosing (47%), saving time accessing ART (16%), and effectiveness of HIV treatment (15%). The leading preferred methods for both MPT and non-oral ART were injectables (50 and 54%) and implants (32 and 31%). Prior use of a contraceptive implant or injectable predicted interest in similar methods for both MPT and non-oral ART methods, while this relationship did not appear to vary between younger vs. older WLHIV.
DiscussionMost WLHIV in western Kenya are interested in MPT for HIV treatment and contraception. Prior exposure to contraceptive implants or injectables appears to predict interest in similar methods of MPT and non-oral ART. Developers of MPT and non-oral ART methods should strongly consider WLHIV’'s preferences, including their changing reproductive desires.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fgwh.2022.869623.s001(source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Preferences_for_Multipurpose_Technology_and_Non-oral_Methods_of_Antiretroviral_Therapy_Among_Women_Living_With_HIV_in_Western_Kenya_A_Survey_Study_PDF/19792057)。

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