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METHOD FOR ASSESSING RESPONSE VALIDITY WHEN USING DICHOTOMOUS ITEMS WITH HIGH GRANULARITY

机译:使用高粒度的二分项时评估响应有效性的方法

摘要

The present disclosure relates to a method for assessing how a particular patient's responses may vary from those that are typically given on an item or instrument that relies on high granularity, dichotomous, responses. This method allows for the quantifiable description of patterns of possible overreporting, underreporting, “yeasaying,” “naysaying,” favoring one half of a representative continuum in a manner unrelated to item content, attempting to portray oneself in an overly favorable light, or attempting to portray oneself in an overly negative light. This method allows for validity checks without recourse to generating additional, specific, validity check items possibly modifying the times required to construct and train various machine learning (ML) systems including artificial neural networks (ANNs).
机译:本公开涉及一种用于评估特定患者的反应如何不同于依赖于高粒度,二分反应的项目或仪器上通常给出的那些反应的方法。这种方法允许对可能的过度报告,报告不足,“ yeasaying”,“ naysaying”的模式进行量化描述,以与项目内容无关的方式偏爱代表连续体的一半,试图以过于有利的眼光来描绘自己,或者尝试用过于消极的眼光描绘自己此方法允许进行有效性检查,而无需求助于生成其他特定的有效性检查项目,这可能会修改构建和训练包括人工神经网络(ANN)在内的各种机器学习(ML)系统所需的时间。

著录项

  • 公开/公告号US2018315490A1

    专利类型

  • 公开/公告日2018-11-01

    原文格式PDF

  • 申请/专利权人 MARK ELLIS JARUZEL II;

    申请/专利号US201815964065

  • 发明设计人 MARK ELLIS JARUZEL II;

    申请日2018-04-26

  • 分类号G16H10/20;G16H50/70;G16H50/30;G06N3/08;G06F3/0484;G16H10/60;

  • 国家 US

  • 入库时间 2022-08-21 12:58:11

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