评估作为最常见 PET-CT 扫描患者信息资源的聊天机器人回复的可靠性和可读性。

N Aydinbelge-Dizdar, K Dizdar
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引用次数: 0

摘要

目的:本研究旨在评估两个流行的人工智能聊天机器人 "ChatGPT-4.0 "和 "谷歌双子座 "对患者可能提出的 PET/CT 扫描问题所做回答的可靠性和可读性:2024 年 5 月,向 ChatGPT-4 和 Gemini 分别提出了 30 个关于 [18F]FDG 和 [68Ga]Ga-DOTA-STR PET/CT 的潜在问题,以及 29 个关于 [68Ga]Ga-PSMA PET/CT 的潜在问题。使用改良 DISCERN(mDISCERN)量表、Flesch Reading Ease(FRE)、Gunning Fog Index(GFI)和 Flesch-Kincaid Reading Grade Level(FKRGL)对回答的可靠性和可读性进行了评估。对三位评分者(ChatGPT-4、Gemini 和一位核医学医生)提供的 mDISCERN 评分的评分者间可靠性进行了评估:结果:医生对 FDG、PSMA 和 DOTA PET/CT 扫描答复的 mDISCERN 评分中位数[最小-最大]分别为:ChatPT-4 为 3.5 [2-4]、3 [3-4]、3 [3-4];Gemini 为 4 [2-5]、4 [2-5]、3.5 [3-5]。使用 ChatGPT-4 评估有关 FDG、PSMA 和 DOTA-SSTR PET/CT 扫描的 mDISCERN 分数,ChatGPT-4 分别为 3.5 [3-5]、3 [3-4]、3 [2-3],Gemini 分别为 4 [3-5]、4 [3-5]、4 [3-5]。使用 Gemini 评估 FDG、PSMA 和 DOTA-SSTR PET/CT 反应的 mDISCERN 分数,ChatGPT-4 分别为 3 [2-4]、2 [2-4]、3 [2-4],Gemini 分别为 3 [2-5]、3 [1-5]、3 [2-5]。ChatGPT-4 对 FDG、PSMA 和 DOTA-SSTR PET/CT 扫描反应的 mDISCERN 评分的评分者间可靠性相关系数分别为 0.629(95% CI = 0,32-0,812)、0.707(95% CI = 0.458-0.853)和 0.738(95% CI = 0.519-0.866)(P 结论):评分者之间对 mDISCERN 分数的一致性达到了可接受的水平,这表明他们对回答的整体可靠性表示同意。然而,人工智能聊天机器人提供的信息不容易被公众读取。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evaluación de la fiabilidad y legibilidad de las respuestas de los chatbots como recurso de información al paciente para las exploraciones PET-TC más communes.

Purpose: This study aimed to evaluate the reliability and readability of responses generated by two popular AI-chatbots, 'ChatGPT-4.0' and 'Google Gemini', to potential patient questions about PET/CT scans.

Materials and methods: Thirty potential questions for each of [18F]FDG and [68Ga]Ga-DOTA-SSTR PET/CT, and twenty-nine potential questions for [68Ga]Ga-PSMA PET/CT were asked separately to ChatGPT-4 and Gemini in May 2024. The responses were evaluated for reliability and readability using the modified DISCERN (mDISCERN) scale, Flesch Reading Ease (FRE), Gunning Fog Index (GFI), and Flesch-Kincaid Reading Grade Level (FKRGL). The inter-rater reliability of mDISCERN scores provided by three raters (ChatGPT-4, Gemini, and a nuclear medicine physician) for the responses was assessed.

Results: The median [min-max] mDISCERN scores reviewed by the physician for responses about FDG, PSMA and DOTA PET/CT scans were 3.5 [2-4], 3 [3-4], 3 [3-4] for ChatPT-4 and 4 [2-5], 4 [2-5], 3.5 [3-5] for Gemini, respectively. The mDISCERN scores assessed using ChatGPT-4 for answers about FDG, PSMA, and DOTA-SSTR PET/CT scans were 3.5 [3-5], 3 [3-4], 3 [2-3] for ChatGPT-4, and 4 [3-5], 4 [3-5], 4 [3-5] for Gemini, respectively. The mDISCERN scores evaluated using Gemini for responses FDG, PSMA, and DOTA-SSTR PET/CTs were 3 [2-4], 2 [2-4], 3 [2-4] for ChatGPT-4, and 3 [2-5], 3 [1-5], 3 [2-5] for Gemini, respectively. The inter-rater reliability correlation coefficient of mDISCERN scores for ChatGPT-4 responses about FDG, PSMA, and DOTA-SSTR PET/CT scans were 0.629 (95% CI = 0,32-0,812), 0.707 (95% CI = 0.458-0.853) and 0.738 (95% CI = 0.519-0.866), respectively (p < 0.001). The correlation coefficient of mDISCERN scores for Gemini responses about FDG, PSMA, and DOTA-SSTR PET/CT scans were 0.824 (95% CI = 0.677-0.910), 0.881 (95% CI = 0.78-0.94) and 0.847 (95% CI = 0.719-0.922), respectively (p < 0.001). The mDISCERN scores assessed by ChatGPT-4, Gemini, and the physician showed that the chatbots' responses about all PET/CT scans had moderate to good statistical agreement according to the inter-rater reliability correlation coefficient (p < 0,001). There was a statistically significant difference in all readability scores (FKRGL, GFI, and FRE) of ChatGPT-4 and Gemini responses about PET/CT scans (p < 0,001). Gemini responses were shorter and had better readability scores than ChatGPT-4 responses.

Conclusion: There was an acceptable level of agreement between raters for the mDISCERN score, indicating agreement with the overall reliability of the responses. However, the information provided by AI-chatbots cannot be easily read by the public.

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