人工智能能帮助沟通吗?考虑GPT-3在姑息治疗中的可能性

IF 1.1 Q4 HEALTH CARE SCIENCES & SERVICES
Rajashree Srivastava, Shikha Srivastava
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引用次数: 0

摘要

目的:本文综述了人工智能技术的发展及其在生命终末通信中的应用现状和前景。它使用Open AI的生成预训练转换器3 (GPT-3)作为案例研究,以了解AI辅助通信在姑息治疗中的可能性。材料和方法:以Open AI的GPT-3作为案例研究,通过GPT-3 beta游乐场(达芬奇引擎)生成响应,并由在印度姑息治疗环境中工作的六名精神卫生专业人员(MHPs)进行审查。他们的任务是评估人工智能(直到研究的一部分完成才透露其身份)在与另一位冒充患者的MHP进行模拟的姑息治疗对话中产生的反应。其目的是破坏专业人员是否能够检测到这些回答确实是由机器产生的,以及他们是否同意或不同意这些回答。结果:GPT-3操场与正确的提示产生显著的,经常令人惊讶的文本和反应,模仿人类的互动。然而,在与信仰、死亡和死后的生活有关的某些问题上,人们注意到诸如冗余之类的小故障以及强烈的观点。结论:人工智能辅助临终关怀沟通可作为临终关怀专业人员培训的模拟手段。在经过一定的修改后,它也可以作为一种治疗干预,用于参与和哲学对话的目的。然而,它也有自己的局限性,比如它还不能取代人类代理人。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Can Artificial Intelligence aid communication? Considering the possibilities of GPT-3 in Palliative care
Objectives: This article reviews the developments in artificial intelligence (AI) technologies and their current and prospective applications in endof-life communications. It uses Open AI’s generative pre-trained transformer 3 (GPT-3) as a case study to understand the possibilities of AI-aided communication in Palliative Care. Material and Methods: Open AI’s GPT-3 was taken as a case study where responses were generated through the GPT-3 beta playground (Davinci engine) and were scrutinised by six mental health professionals (MHPs) working in a palliative care setting in India. They were tasked to evaluate the responses generated by the AI (the identity was not revealed until a part of the study was completed) in a simulated palliative care conversation with another MHP posing as a patient. The aim was to undermine whether the professionals were able to detect that the responses were indeed generated by a machine and did they approve or disapprove of the responses. Results: The GPT-3 playground with the right prompts produced remarkable, often surprising texts and responses that imitated human interaction. However, glitches such as redundancy were noticed along with strongly held opinions in certain questions related to faith, death, and life after death. Conclusion: AI-assisted communication in palliative care could be used to train professionals in the palliative care field using it as a simulation in training. It could also be used as a therapeutic intervention for the purpose of engagement and philosophical dialogue after certain modifications. However, it would have its own limitations such as it cannot replace a human agent just yet.
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来源期刊
Indian Journal of Palliative Care
Indian Journal of Palliative Care HEALTH CARE SCIENCES & SERVICES-
CiteScore
2.30
自引率
0.00%
发文量
57
期刊介绍: Welcome to the website of the Indian Journal of Palliative Care. You have free full text access to recent issues of the journal. The links connect you to •guidelines and systematic reviews in palliative care and oncology •a directory of palliative care programmes in India and IAPC membership •Palliative Care Formulary, book reviews and other educational material •guidance on statistical tests and medical writing.
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