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Improving Medical Decisions for Incapacitated Persons: Does Focusing on Accurate Predictions Lead to an Inaccurate Picture?

机译:改善无行为能力者的医疗决策:专注于准确的预测是否会导致不准确的情况?

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摘要

The Patient Preference Predictor (PPP) proposal places a high priority on the accuracy of predicting patients’ preferences and finds the performance of surrogates inadequate. However, the quest to develop a highly accurate, individualized statistical model has significant obstacles. First, it will be impossible to validate the PPP beyond the limit imposed by 60%–80% reliability of people’s preferences for future medical decisions—a figure no better than the known average accuracy of surrogates. Second, evidence supports the view that a sizable minority of persons may not even have preferences to predict. Third, many, perhaps most, people express their autonomy just as much by entrusting their loved ones to exercise their judgment than by desiring to specifically control future decisions. Surrogate decision making faces none of these issues and, in fact, it may be more efficient, accurate, and authoritative than is commonly assumed.
机译:病人偏好预测器(PPP)提案将预测病人偏好的准确性放在了高度优先的位置,并且发现代理人的表现不足。然而,寻求开发高度准确,个性化的统计模型存在重大障碍。首先,将无法验证PPP是否超出人们对未来医疗决策的偏好的60%至80%可靠性所施加的限制-这个数字不比已知的替代产品的平均准确性高。其次,证据支持这样的观点,即少数人甚至可能没有偏好进行预测。第三,许多人(也许是大多数人)表达自己的自治权,是通过委托亲人来行使自己的判断力,而不是希望具体控制未来的决定。代理决策不会遇到这些问题,实际上,它可能比通常假定的更为有效,准确和权威。

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