不一致的价值和算法公平性:对美国器官分配优先系统的审查
Reid Dale1, Maggie Cheng1, Katharine Casselman Pines1
1Department of Cardiothoracic Surgery, Stanford University School of Medicine, Center for Academic Medicine, 453 Quarry Road, Room 267, MC 5661, Stanford, CA, 94304, USA.
BMC medical ethics
|October 17, 2024
概括
目前的器官分配分数优先考虑模型性能而不是伦理考虑,这可能导致歧视,并阻碍服务不足的人群获得器官. 为了公平的器官分配,需要标准化和透明度.
科学领域:
- 移植政策 移植政策
- 医学伦理 医学伦理
- 卫生公平性健康公平性
背景情况:
- 器官采购和移植网络 (OPTN) 的最终规则要求使用器官特异性优先分层进行公平的器官分配.
- 目前的器官分配得分主要依赖于死亡率预测.
研究的目的:
- 检查组织优先级系统中道德优先级和统计设计之间的协调.
- 在美国的器官分配得分中识别伦理标准的不一致性.
主要方法:
- 在PubMed的文献搜索中搜索美国的器官分配历史,政策和伦理.
- 分析了127篇关于脏,肝脏,肺部和心脏移植的相关文章.
主要成果:
- 当前的风险评分优先考虑模型性能,忽视了变量选择中的伦理问题 (例如种族,性别,地理).
- 在道德标准中发现了不一致性,包括MELD例外,KDRI中的种族,LAS中的地理限制,以及心脏级别的不充分分层.
- 这些问题给医疗服务不足的人群带来了障碍,模糊了基于证据的模型与歧视之间的界限.
结论:
- 需要努力解决器官分配模型中的统计和伦理问题.
- 政策制定中的标准化和透明度对于确保器官移植中的公平,公平性和基于证据的风险预测至关重要.
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