Medical Triage Alignment Dataset
收藏arXiv2024-06-11 更新2024-06-21 收录
下载链接：
https://github.com/ITM-Kitware/llm-alignable-dm
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资源简介：
Medical Triage Alignment Dataset是由Kitware公司创建的一个专注于医疗分诊决策的数据集，包含62个场景，每个场景涉及不同的决策者属性（DMAs），如公平性和风险规避。数据集通过定制的道德困境场景来测试模型在特定属性下的决策倾向，由认知科学家撰写并由研究人员审核标签。该数据集旨在通过量化模型对特定属性的对齐度，推动可信赖AI的发展，特别是在医疗决策支持系统中解决复杂的伦理和决策问题。
Medical Triage Alignment Dataset, created by Kitware Inc., is a dataset focused on medical triage decision-making. It comprises 62 scenarios, each involving distinct decision-maker attributes (DMAs) such as fairness and risk aversion. The dataset uses customized ethical dilemma scenarios to test models' decision-making tendencies under specific attributes. It was authored by cognitive scientists, and its labels were reviewed by researchers. This dataset aims to advance the development of trustworthy AI, especially by resolving complex ethical and decision-making challenges in medical decision support systems, through quantifying the alignment between models and specific attributes.
提供机构：
Kitware公司
创建时间：
2024-06-11
