Protocol for the Creation of the Guidelines International Network–McMaster Guideline Development Checklist Extension for Integrating Artificial Intelligence in the Guideline Enterprise (Guidelines-Artificial Intelligence Extension)

Manuel Marques-Cruz, Bernardo Sousa-Pinto, Wojtek Wiercioch, Marge Reinap, Ignacio Neumann, Yuan Chi, Artur Nowak, Mariette Awad, Monika Nothacker, Jan Brozek, Pablo Alonso-Coello, Amir Qaseem, Elie A. Akl, Holger J. Schünemann
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Abstract

Introduction

Artificial intelligence (AI) has the potential to support processes of the guideline enterprise. To support the adequate preplanning and the transparent reporting of the use of AI in the guideline enterprise, the Guidelines International Network (GIN) proposed the development of an extension of the GIN–McMaster Guideline Development Checklist (GDC) for the use of AI in guidelines. Here we describe the protocol for the development of this extension.

Methods

We will follow a multiphase approach to generate an extension of the GIN–McMaster GDC. We will start by prompting a large language model to suggest relevant items for the extension. We will subsequently revise the obtained outputs in an iterative process involving the different elements of the working group. This iterative process will be informed by a scoping review. We will then reach different stakeholders to test the proposed checklist extension on their easiness of use, implementation, feasibility and reasonability.

Questions

This protocol lays the ground for the development of an extension to the GIN–McMaster GDC for the use of AI in guidelines. This extension will support the adequate use of AI in the guideline enterprise.

Abstract Image

指南国际网络创建协议-麦克马斯特指南开发清单扩展,用于在指南企业中集成人工智能(指南-人工智能扩展)
人工智能(AI)具有支持指导企业流程的潜力。为了支持在指南企业中使用人工智能的充分预先规划和透明报告,指南国际网络(GIN)提议为在指南中使用人工智能制定GIN - mcmaster指南开发清单(GDC)的扩展。在这里,我们描述了开发此扩展的协议。我们将采用多阶段方法生成GIN-McMaster GDC的扩展。我们将首先提示一个大型语言模型来建议扩展的相关项目。随后,我们将在涉及工作组不同组成部分的迭代过程中修订获得的产出。这个迭代过程将通过范围审查得到通知。然后,我们会联络不同的持份者,以测试建议的清单扩展是否容易使用、实施、可行性和合理性。该协议为GIN-McMaster GDC的扩展奠定了基础,以便在指南中使用AI。这一扩展将支持在指导企业中充分利用人工智能。
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