67名外科医生参与者特征数据集
67名外科医生对骨关节炎患者场景的评分反应数据集,包含影像学、疼痛、功能、社会和心理因素,用于研究手术及转介决策。

基本信息
资源简介
67名外科医生参与者特征数据集
【数据集背景】
本数据集源站标题为《Characteristics of 67 surgeon participants.》。源站首次发布:2025-09-12。
【数据内容】
源站原始描述:Purpose Measures that quantify levels of pain intensity, incapability, symptoms of distress, and unhelpful thinking were designed as research tools. We studied how surgeons interpret and act on these scores in the care of individual patients. Methods In an online experiment, 67 upper limb specialists from the Science of Variation Group reviewed 10 fictious patient scenarios of trapeziometacarpal, wrist and elbow osteoarthritis (OA) and randomized elements of radiographic severity, levels of disc…
【数据结构与技术规格】
文件数 1 个,合计 5.63 KB。Table 1.xls:application/vnd.ms-excel,5.63 KB。数据集 DOI:10.1371/journal.pone.0332221.t001。
【主题与分类】
源站学科分类:Medicine、Biotechnology、Cancer、Science Policy、Mental Health、Infectious Diseases。主题标签:reported outcome measures、social health ),、mental health ).、xlink "> measures、deprivation index score、greater radiographic severity、greater surgeon concern、discuss mental health、social health、xlink ">。
【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/Characteristics_of_67_surgeon_participants_/30113732
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Looman, Rick S.; Nijhuis, Koen D. Oude; Ramtin, Sina; Ring, David; London, Daniel A.; Calfee, Ryan; et al. (2025). Characteristics of 67 surgeon participants.. PLOS ONE. Dataset
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)
- 源站标题:Characteristics of 67 surgeon participants.
- DOI:10.1371/journal.pone.0332221.t001
- 发布日期:2025-09-12
- 文件数:1 个
- 文件总体积:5.63 KB
- 源站页面:https://plos.figshare.com/articles/dataset/Characteristics_of_67_surgeon_participants_/30113732
命令行下载
curl -L -o "Table 1.xls" "https://ndownloader.figshare.com/files/57918704"
文件清单
Table 1.xls(5.63 KB)
文件总体积 5.63 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
Purpose
Measures that quantify levels of pain intensity, incapability, symptoms of distress, and unhelpful thinking were designed as research tools. We studied how surgeons interpret and act on these scores in the care of individual patients.
Methods
In an online experiment, 67 upper limb specialists from the Science of Variation Group reviewed 10 fictious patient scenarios of trapeziometacarpal, wrist and elbow osteoarthritis (OA) and randomized elements of radiographic severity, levels of discomfort and incapability, deprivation index score (social health), and levels of distress and unhelpful thinking (mental health). Multilevel mixed-effects linear regression identified patient factors associated with surgeon concern, enthusiasm to offer surgery, motivation to discuss mental health and social circumstances, and likelihood to refer for mental/social health care.
Results
Higher levels of discomfort, incapability, distress, unhelpful thinking, and deprivation were associated with greater surgeon concern, increased motivation to discuss or refer for mental and social health, and greater motivation to refer for mental/social health. Greater likelihood to offer surgery was associated with greater discomfort and incapability, greater radiographic severity, wrist and elbow OA, and greater distress/unhelpful thinking.
Conclusions
Measures that quantify the subjective aspects of illness draw surgeon attention to mental and social health, and can be used to inform comprehensive, biopsychosocial diagnostic and treatment strategies.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0332221.t001(source: https://plos.figshare.com/articles/dataset/Characteristics_of_67_surgeon_participants_/30113732)。
数据缺失?
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