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Non-equilibrium in the Cell01:16

Non-equilibrium in the Cell

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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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Gene therapy is a technique where a gene is inserted into a person’s cells to prevent or treat a serious disease. The added gene may be a healthy version of the gene that is mutated in the patient, or it could be a different gene that inactivates or compensates for the patient’s disease-causing gene. For example, in patients with severe combined immunodeficiency (SCID) due to a mutation in the gene for the enzyme adenosine deaminase, a functioning version of the gene can be...
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Lesson: Translation
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Microorganisms play a fundamental role in vaccine development, gene therapy, and therapeutic production. Their biological properties are harnessed to advance medicine and public health. Beyond immunization, microorganisms contribute to gut health, antibiotic synthesis, and genetic disease treatment.Live Attenuated and Inactivated VaccinesLive attenuated vaccines, such as the measles, mumps, and rubella (MMR) vaccine, utilize weakened forms of pathogens to closely resemble natural infections.
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相关实验视频

Updated: Feb 21, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
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非母语英语研究人员在医学写作中使用生成AI.

Hamza Gazzeh1,2, Amal Ghribi2,3,4, Youssef Zanina2,3,5

  • 1Faculty of Medicine of Sousse, University of Sousse, Tunisia.

La Tunisie medicale
|February 19, 2026
PubMed
概括

生成型人工智能广泛应用于大马格里布国家医学出版物中,65%的文章显示了人工智能生成的文本. 这凸显了对研究人员负责任地使用人工智能的医疗教育和培训的需要.

关键词:
聊天GPT 聊天 在GPT 聊天聊天机器人 聊天机器人沟通障碍 沟通障碍 沟通障碍生成型的人工智能语言障碍 语言障碍大型语言模型医学写作 医学写作出版方式 出版方式 出版方式科学不当行为 科学不当行为

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科学领域:

  • 医学写作 医学写作
  • 人工智能在医学中的应用
  • 科学出版科学出版

背景情况:

  • 生成型人工智能 (AI) 越来越多地被整合到科学医学写作中.
  • 它的使用特别涉及非母语英语地区.
  • 这项研究调查了来自大马格里布国家出版物的AI文本出现情况.

研究的目的:

  • 确定大马格里布地区医学出版物中人工智能生成文本的流行程度.
  • 确定受人工智能产生的内容影响最大的部分.
  • 评估在这个特定的研究成果中使用生成人工智能的程度.

主要方法:

  • 在MEDLINE上索引的48篇医学文章的横截面研究,发表于2024年7月.
  • 第一作者与大马格里布国家 (利比亚,突尼斯,阿尔及利亚,摩洛哥,毛里塔尼亚) 有关.
  • 人工智能检测工具ZeroGPT®用于分析文章;标记了≥25%的人工智能文本的部分.

主要成果:

  • 65%的文章涉嫌人工智能生成 (sAI-g),人工智能的中位数为36.2%.
  • 人工智能文本在方法 (86% sAI-g,中位数59.3%),摘要 (69% sAI-g,中位数52.2%) 和介绍 (58% sAI-g,中位数43.2%) 中最为普遍.
  • 讨论部分显示AI患病率最低 (30% sAI-g,中位数为10.4%).

结论:

  • 生成性人工智能广泛用于来自大马格里布的科学医学文章.
  • 对于非英语母语的研究人员来说,有必要加强医学教育和英语语言能力.
  • 在科学写作中对人工智能的负责任应用进行培训是必不可少的.