参与者特征(N=6,156)

该数据集包含6156名男同性恋和双性恋男性的参与者特征,用于评估HIV护理连续体中的健康服务利用相关因素。

Figshare
2023-05-04 更新
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表格sensitize healthcare providersnonprobability internet samplemake ends meetlogistic regression modelsethnic minority status72 – 450 – 1130 – 416 – 1645 ]; bisexual36 ]; bisexual05 ]; bisexual
Participant characteristics (N = 6,156)

基本信息

模态
表格
大小
0.000009728 GB
许可
CC BY 4.0
创建/更新时间
2023-05-04
版本
v1

资源简介

参与者特征(N=6,156)

【数据集背景】

本数据集源站标题为《Participant characteristics (N = 6,156).》。源站首次发布:2023-05-04。

【数据内容】

源站原始描述:Objectives To assess ecological, structural, community and individual level correlates of health services utilization along a continuum of HIV care, and sexual health and support services among gay and bisexual men worldwide. Methods Using a nonprobability internet sample of 6,135 gay and bisexual men, we assessed correlates of utilization of health services. Chi-Square Tests of Independence were performed to assess drop off along a continuum of HIV care. Multivariable logistic regression analys…

【数据结构与技术规格】

文件数 1 个,合计 9.73 KB。Table 1.xls:application/vnd.ms-excel,9.73 KB。数据集 DOI:10.1371/journal.pone.0281578.t001。

【主题与分类】

源站学科分类:Medicine、Molecular Biology、Biotechnology、Sociology、Cancer、Infectious Diseases。主题标签:sensitize healthcare providers、nonprobability internet sample、make ends meet、logistic regression models、ethnic minority status、72 – 4、50 – 11、30 – 4、16 – 16、45 ]; bisexual。

【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/Participant_characteristics_N_6_156_/22762969

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

规范引用:Arreola, Sonya; Santos, Glenn-Milo; Solares, Diego; Tohme, Johnny; Ayala, George (2023). Participant characteristics (N = 6,156).. PLOS ONE. Dataset

【使用注意】

· 源站最后修改于 2023-06-02,引用时请注意版本时效。

官方服务

专家保障全链路合规授权与标注交付

陕川双基地 × 超十家三甲医院直连

从合规授权、采集治理、专业标注到数据集交付,我们提供全链路闭环服务,让高质量临床数据即拿即用。

⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

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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。

暂未开放

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。

免登录

有偿下载

公开数据集受托下载与技术交付服务。

提供高速下载与技术交付服务(收技术服务费,非数据销售)

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 "Table 1.xls" "https://ndownloader.figshare.com/files/40446277"

文件清单

  • Table 1.xls(9.73 KB)

文件总体积 9.73 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

Objectives
To assess ecological, structural, community and individual level correlates of health services utilization along a continuum of HIV care, and sexual health and support services among gay and bisexual men worldwide.
Methods
Using a nonprobability internet sample of 6,135 gay and bisexual men, we assessed correlates of utilization of health services. Chi-Square Tests of Independence were performed to assess drop off along a continuum of HIV care. Multivariable logistic regression analyses using generalized estimating equation models were conducted adjusting for geographic region and clustering by country. In multivariable analyses, we determined the association between utilization outcomes, and ecologic, structural, community and individual correlates by fitting separate generalized estimating equation (GEE) logistic regression models for each of the outcomes, fitted with robust SEs, and accounting for clustering by country. Stratified by sexual identity, analyses adjusted for variables that could influence HIV-related health outcomes including racial/ethnic minority status, participant age, insurance, ability to make ends meet, as well as country-level income (income of country of residence defined by the World Bank).
Results
Among men living with HIV (n = 1001), being in HIV care (n = 867) was associated with being on ART (X2 = 191.17, p X2 = 14.03, p X2 = 21.66, p Conclusions
It is essential that barriers to health services utilization be addressed at structural and community levels. Structural interventions should be designed to reduce sexual stigma, as well as train and sensitize healthcare providers; and strengthen community level interventions that bring gay and bisexual men together to lead comprehensive health services.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0281578.t001(source: https://plos.figshare.com/articles/dataset/Participant_characteristics_N_6_156_/22762969)。

数据缺失?

依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。

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