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Non-equilibrium in the Cell01:16

Non-equilibrium in the Cell

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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Updated: Jun 30, 2026

Virtual Agent for Real-Time Motivational Interviewing by Integrating Adaptive Nonverbal Behavior and Language Models
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Generative artificial intelligence implementation in REDCap

Cathy Shyr1, Robert Taylor2, Vaishali Jagtap2

  • 1Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN 37203, United States.

JAMIA Open
|June 29, 2026
PubMed
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No abstract available in PubMed .

Keywords:
REDCapartificial intelligencelarge language model

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