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相关概念视频

Environmental Influences on Intelligence01:29

Environmental Influences on Intelligence

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Despite the strong genetic influence on traits like intelligence, environmental factors significantly shape outcomes. For example, while over 90% of height variation is due to genetic differences, environmental factors such as nutrition also have a notable impact. Similarly, for intelligence, changes in a child's surroundings can significantly alter their IQ. Research shows that enriched environments boost children's academic success and help them develop key cognitive skills. Children...
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环境人工智能在儿科初级保健中写作:一种混合方法研究

Naveed Rabbani1,2,3, Mondira Ray2,3, Eleanor Verhagen1

  • 1Pediatric Physicians' Organization at Children's, Wellesley, Massachusetts, United States.

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环境人工智能 (AI) 写字技术对儿科临床医生产生了多种影响,改善了自我感知的工作经验,但没有提高电子健康记录 (EHR) 的效率. 患者体验保持不变,突出显示了儿童初级保健中需要人工智能书写增强的需要.

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科学领域:

  • 医疗信息学 医疗信息学
  • 医疗保健服务研究 医疗服务研究
  • 人与计算机的交互

背景情况:

  • 环境人工智能 (AI) 写字技术在医疗保健中越来越多地被采用.
  • 它对儿科初级保健机构的影响,包括临床医生的工作经验,运营效率和患者满意度,需要彻底调查.

研究的目的:

  • 量化环境AI写字技术对临床医生的工作经验,临床操作和儿科初级保健网络内的患者经验的影响.
  • 为了确定促进者和障碍物,以优化AI写字利用在这个环境中.

主要方法:

  • 一项为期12周的研究,涉及39名儿科初级保健网络的临床医生.
  • 通过定制调查 (离散和自由文本响应) 和电子健康记录 (EHR) 效率措施评估临床医生的经验.
  • 用供应商提供的调查仪器评估患者的体验.

主要成果:

  • 在32%的符合条件的遭遇中使用了人工智能写字技术.
  • 临床医生报告了诸如降低认知负担和提高工作愉悦度等好处,但电子健康记录效率指标 (记录时间,下班时间) 没有显著变化.
  • 人工智能书记在紧急护理和总结当前疾病方面最有效,但在总结预防和行为健康访问方面存在明显的局限性.
  • 患者净促进者得分和体验指标在人工智能写字辅助和非辅助遭遇之间没有区别.

结论:

  • 环境人工智能写字技术可以导致临床医生工作经验的自我感知改进,独立于EHR效率的提高.
  • 临床医生经验的显著异质性表明,好处受个人和上下文因素的影响.
  • 需要在笔记组织和儿科特定内容总结 (预防性,行为健康) 中进行改进,以改善儿科初级保健中的AI写字器实用性.