可读性工具、公式和描述

包含评估AI聊天机器人对强直性脊柱炎问题回答的可读性工具、公式和描述的数据集。

Figshare
2025-06-18 更新
浏览 19
文本statistically significant differencesimple gunning fog6th grade levelrelated questions exceedcommonly asked questionsamerican medical associationrecommended readability levelglobal quality scoregoogle trends dataappropriate readability levelsensuring quality informationfuture ai chatbots
Readability tools, formulas and descriptions.

基本信息

模态
文本
大小
0.000005632 GB
许可
CC BY 4.0
创建/更新时间
2025-06-18
版本
v1

资源简介

可读性工具、公式和描述

【数据集背景】

本数据集源站标题为《Readability tools, formulas and descriptions.》。源站首次发布:2025-06-18。

【数据内容】

源站原始描述:Ankylosing spondylitis (AS), which usually occurs in the second and third decades of life, is associated with chronic pain, limitation of mobility, and severe decreases in quality of life. This study aimed to make a comparative evaluation in terms of the readability, information accuracy and quality of the answers given by artificial intelligence (AI)-based chatbots such as ChatGPT, Perplexity and Gemini, which have become popular with the widespread access to medical information, to user questi…

【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.0326351.t001。

【主题与分类】

源站学科分类:Biotechnology、Biological Sciences not elsewhere classified、Cancer、Science Policy。主题标签:statistically significant difference、simple gunning fog、6th grade level、related questions exceed、commonly asked questions、american medical association、recommended readability level、global quality score、google trends data、appropriate readability levels。

【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/Readability_tools_formulas_and_descriptions_/29359844

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

规范引用:Kara, Mete; Ozduran, Erkan; Kara, Müge Mercan; Özbek, İlhan Celil; Hancı, Volkan (2025). Readability tools, formulas and descriptions.. PLOS ONE. Dataset

官方服务

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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 1.xls" "https://ndownloader.figshare.com/files/55478996"

文件清单

  • Table 1.xls(5.63 KB)

文件总体积 5.63 KB(源站 API 实测)。

数据说明

Ankylosing spondylitis (AS), which usually occurs in the second and third decades of life, is associated with chronic pain, limitation of mobility, and severe decreases in quality of life. This study aimed to make a comparative evaluation in terms of the readability, information accuracy and quality of the answers given by artificial intelligence (AI)-based chatbots such as ChatGPT, Perplexity and Gemini, which have become popular with the widespread access to medical information, to user questions about AS, a chronic inflammatory joint disease. In this study, the 25 most frequently queried keywords related to AS determined through Google Trends were directed to each 3 AI-based chatbots. The readability of the resulting responses was evaluated using readability indices such as Simple Gunning Fog (GFOG), Flesch Reading Ease Score (FRES) and Measure of Gobbledygook (SMOG). The quality of the responses was measured by Ensuring Quality Information for Patients (EQIP) and Global Quality Score (GQS) scores, and the reliability was measured using the modified DISCERN and Journal of American Medical Association (JAMA) scales. According to Google Trends data, the most frequently searched keywords related to AS are “Ankylosing spondylitis pain”, “Ankylosing spondylitis symptoms” and “Ankylosing spondylitis disease”, respectively. It was found that the readability levels of the answers produced by AI-based chatbots were above the 6th grade level and showed a statistically significant difference (p < 0.001). In EQIP, JAMA, mDISCERN and GQS evaluations, Perplexity stood out in terms of information quality and reliability, receiving higher scores compared to other chat robots (p < 0.05). It has been found that the answers given by AI chatbots to AS-related questions exceed the recommended readability level and the reliability and quality assessment raises concerns due to some low scores. It is possible for future AI chatbots to have sufficient quality, reliability and appropriate readability levels with an audit mechanism in place.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0326351.t001(source: https://plos.figshare.com/articles/dataset/Readability_tools_formulas_and_descriptions_/29359844)。

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