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Improving Translational Accuracy02:07

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Non-equilibrium in the Cell01:16

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An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
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The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
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Genome-wide Association Studies-GWAS01:11

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Genome-wide association studies or GWAS are used to identify whether common SNPs are associated with certain diseases. Suppose specific SNPs are more frequently observed in individuals with a particular disease than those without the disease. In that case, those SNPs are said to be associated with the disease. Chi-square analysis is performed to check the probability of the allele likely to be associated with the disease.
GWAS does not require the identification of the target gene involved in...
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When one or more data points appear far from the rest of the data, there is a need to determine whether they are outliers and whether they should be eliminated from the data set to ensure an accurate representation of the measured value. In many cases, outliers arise from gross errors (or human errors) and do not accurately reflect the underlying phenomenon. In some cases, however, these apparent outliers reflect true phenomenological differences. In these cases, we can use statistical methods...
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As the name suggests, non-LTR retrotransposons lack the long terminal repeats characteristic of the LTR retrotransposons. Additionally, both LTR and non-LTR retrotransposons use distinct mechanisms of mobilization. Non-LTR retrotransposons are further divided into two classes - Long interspersed nuclear elements (LINEs) and short interspersed nuclear elements (SINEs), both of which occur abundantly in most mammals, including humans. Some of the active non-LTR retrotransposons in humans are L1...
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相关实验视频

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Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
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在识别人工智能生成的医学文本中的GPTZero性能:初步研究

Farrokh Habibzadeh1

  • 1Past President, World Association of Medical Editors (WAME), Editorial Consultant, The Lancet, Associate Editor, Frontiers in Epidemiology. Farrokh.Habibzadeh@gmail.com.

Journal of Korean medical science
|September 26, 2023
PubMed
概括

GPTZero在检测人工智能生成的科学文本方面表现有前途,但机器文本被误认为是人类写的错误分类率很高. 对于可靠的人工智能检测,需要进一步开发.

科学领域:

  • 医学写作 医学写作
  • 科学中的人工智能.

背景情况:

  • 人工智能聊天机器人的兴起使编辑需要工具来识别机器生成的科学内容.
  • GPTZero是一个早期的工具,声称可以区分人类和人工智能撰写的文本.

研究的目的:

  • 评估GPTZero在识别人工智能生成的医学文本方面的表现.

主要方法:

  • 通过使用20个ChatGPT生成的医学文本和30篇由人类撰写的医学文章评估了GPTZero的性能.
  • 分析了灵敏度,特异性,准确性和概率比率.

主要成果:

  • GPTZero实现了80%的准确性,具有90%的特异性,但只有65%的灵敏度.
  • 证明了低的假阳性率,但高的假阴性率.

结论:

  • GPTZero 倾向于错误地将人工智能生成的文本归类为人类撰写的.
  • 该工具需要改进,以可靠地检测机器生成的科学内容.
关键词:
人工智能的人工智能分类 分类 分类 分类.新闻学 新闻学科学写作 科研写作敏感性和特异性 敏感性和特异性

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