BriefGPT.xyz
Dec, 2023
准确的预测模型导致有害的自我实现预言
When accurate prediction models yield harmful self-fulfilling prophecies
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Wouter A. C. van Amsterdam, Nan van Geloven, Jesse Krijthe, Rajesh Ranganth, Giovanni Ciná
TL;DR
使用预测模型做医学决策可能导致有害结果,即使部署后这些模型的预测能力良好,我们需要改变用于医学决策的预测模型的验证、部署和评估过程。
Abstract
prediction models
are popular in
medical research
and practice. By predicting an outcome of interest for specific patients, these models may help inform difficult
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