支持四个主题的精选引文

支持ConCure-SM预立医疗照护计划四个主题的精选引文,涉及进行性多发性硬化症医患沟通与情感表达分析。

NIAID Data Ecosystem
浏览 23
文本verona coding definitionstwo published studiesshared decision makingprogressive multiple sclerosisobserving patient involvementneurologist &# 8217evoke many emotionsadvance care planning30 &# 8211mean option score0 &# 8211positive emotional statements
Selected quotes supporting the four themes.

基本信息

模态
文本
大小
0.000013824 GB
许可
CC BY 4.0
创建/更新时间
2026-10-09
版本
v1

资源简介

支持四个主题的精选引文

【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 13.82 KB,主题涵盖 verona coding definitions、two published studies、shared decision making、progressive multiple sclerosis、observing patient involvement,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《Selected quotes supporting the four themes.》。源站首次发布:2026-03-12。

【数据内容】

源站原始描述:Background The ConCure-SM intervention [ISRCTN48527663] consists of an advance care planning (ACP) training program for neurologists/other professionals caring for people with progressive multiple sclerosis (PwPMS). We assessed the communication competences of ACP-trained neurologists who participated in the trial. Methods Eighteen ACP conversations were audio-recorded. After each conversation, participants (PwPMS, significant others [SOs], and neurologists) rated the neurologist’s communication…

【数据结构与技术规格】

文件数 1 个,合计 13.82 KB。Table 4.xls:application/vnd.ms-excel,13.82 KB。数据集 DOI:10.1371/journal.pone.0336183.t004。

【主题与分类】

源站学科分类:Neuroscience、Evolutionary Biology、Developmental Biology、Infectious Diseases。主题标签:verona coding definitions、two published studies、shared decision making、progressive multiple sclerosis、observing patient involvement、neurologist &# 8217、evoke many emotions、advance care planning、30 &# 8211、mean option score。

【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://plos.figshare.com/articles/dataset/_p_Selected_quotes_supporting_the_four_themes_p_/31685825

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

规范引用:Giordano, Andrea; De Panfilis, Ludovica; Zagarella, Roberta Martina; Di Domenico, Giulia; Farinotti, Mariangela; Gajofatto, Alberto; et al. (2026). Selected quotes supporting the four themes.. PLOS ONE. Dataset

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陕川双基地 × 超十家三甲医院直连

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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。

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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 4.xls" "https://ndownloader.figshare.com/files/62725322"

文件清单

  • Table 4.xls(13.82 KB)

文件总体积 13.82 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

Background
The ConCure-SM intervention [ISRCTN48527663] consists of an advance care planning (ACP) training program for neurologists/other professionals caring for people with progressive multiple sclerosis (PwPMS). We assessed the communication competences of ACP-trained neurologists who participated in the trial.
Methods
Eighteen ACP conversations were audio-recorded. After each conversation, participants (PwPMS, significant others [SOs], and neurologists) rated the neurologist’s communication skills using dedicated versions of the Quality of Communication questionnaire (QOC). Independent observers assessed the conversations using the Observing Patient Involvement in Shared Decision Making (SDM; OPTION), and the Verona Coding Definitions of Emotional Sequences (VR-CoDES).
Results
Mean duration of the ACP conversations was 62.7 minutes. Neurologists (5/7 women) were 30–62-year-old. PwPMS mean age was 61.8 years, 39% were women. Mean QOC scores (distinguished in general communication and end-of-life communication; 0–100 scale) were 92.4, 90.1 respectively, according to PwPMS; 95.2, 94.3 according to SOs. Mean neurologists’ self-reported QOC score (0–100 scale) was 69.5. Mean OPTION score (0–100 scale) was 48.4. PwPMS expressed a median of 8.5 cues (hints to emotion) and 3.0 concerns (explicit expressions of emotion) per conversation. Neurologists provided space to 59% of cues and 73% of concerns. A quarter of cues/concerns contained figurative expressions or metaphors to express concerns or as signals of emotional distress. Moreover, 12% of expressions were coded as positive emotional statements (i.e., expressions indicating hope, confidence, and positive wishes).
Conclusions
Neurologists’ communication skills during ACP conversations were rated as high using the QOC by both PwPMS and SOs, while neurologists rated their own skills more critically. Neurologists’ SDM competences were moderate, but higher compared to two published studies on MS consultations. Qualitative and quantitative analysis of ACP conversation transcripts indicate that ACP can evoke many emotions. In most instances neurologists provided space for the PwPMS to elaborate on affective expression

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0336183.t004(source: https://plos.figshare.com/articles/dataset/_p_Selected_quotes_supporting_the_four_themes_p_/31685825)。

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