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人工智能辅助疼痛评估中认知谦逊的必要性。

The need for epistemic humility in AI-assisted pain assessment.

作者信息

Katz Rachel A, Graham S Scott, Buchman Daniel Z

机构信息

Institute for the History & Philosophy of Science and Technology, University of Toronto, Toronto, ON, Canada.

Centre for Addiction and Mental Health, Toronto, ON, Canada.

出版信息

Med Health Care Philos. 2025 Jun;28(2):339-349. doi: 10.1007/s11019-025-10264-9. Epub 2025 Mar 15.

Abstract

It has been difficult historically for physicians, patients, and philosophers alike to quantify pain given that pain is commonly understood as an individual and subjective experience. The process of measuring and diagnosing pain is often a fraught and complicated process. New developments in diagnostic technologies assisted by artificial intelligence promise more accurate and efficient diagnosis for patients, but these tools are known to reproduce and further entrench existing issues within the healthcare system, such as poor patient treatment and the replication of systemic biases. In this paper we present the argument that there are several ethical-epistemic issues with the potential implementation of these technologies in pain management settings. We draw on literature about self-trust and epistemic and testimonial injustice to make these claims. We conclude with a proposal that the adoption of epistemic humility on the part of both AI tool developers and clinicians can contribute to a climate of trust in and beyond the pain management context and lead to a more just approach to the implementation of AI in pain diagnosis and management.

摘要

从历史上看,鉴于疼痛通常被理解为一种个人主观体验,医生、患者和哲学家 alike 都很难对疼痛进行量化。测量和诊断疼痛的过程往往是一个令人担忧且复杂的过程。由人工智能辅助的诊断技术的新发展有望为患者提供更准确、高效的诊断,但众所周知,这些工具会重现并进一步加深医疗系统中现有的问题,比如患者治疗不佳和系统性偏见的复制。在本文中,我们提出这样的观点:在疼痛管理环境中潜在实施这些技术存在若干伦理认知问题。我们借鉴有关自我信任以及认知和证言不公正的文献来提出这些主张。我们最后提出一项建议,即人工智能工具开发者和临床医生都采取认知谦逊态度,这有助于在疼痛管理背景内外营造一种信任氛围,并在疼痛诊断和管理中实现对人工智能更公正的应用方式。

相似文献

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The need for epistemic humility in AI-assisted pain assessment.人工智能辅助疼痛评估中认知谦逊的必要性。
Med Health Care Philos. 2025 Jun;28(2):339-349. doi: 10.1007/s11019-025-10264-9. Epub 2025 Mar 15.
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AI as an Epistemic Technology.人工智能作为一种认知技术。
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本文引用的文献

1
AI and the ethics of techno-solutionism in pain management.人工智能与疼痛管理中的技术解决主义伦理
Pain. 2025 Mar 1;166(3):469-470. doi: 10.1097/j.pain.0000000000003389. Epub 2024 Sep 5.
3
Climates of Distrust in Medicine.医学信任危机的气候
Hastings Cent Rep. 2023 Sep;53 Suppl 2:S33-S38. doi: 10.1002/hast.1521.

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