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Accepted for/Published in: JMIR Human Factors

Date Submitted: Oct 11, 2023
Date Accepted: Jan 24, 2024

The final, peer-reviewed published version of this preprint can be found here:

The Temperature Feature of ChatGPT: Modifying Creativity for Clinical Research

Davis J, Van Bulck L, Durieux BN, Lindvall C

The Temperature Feature of ChatGPT: Modifying Creativity for Clinical Research

JMIR Hum Factors 2024;11:e53559

DOI: 10.2196/53559

PMID: 38457221

PMCID: 10960206

The temperature feature of ChatGPT: Modifying creativity for clinical research

  • Joshua Davis; 
  • Liesbet Van Bulck; 
  • Brigitte Nicole Durieux; 
  • Charlotta Lindvall

ABSTRACT

More clinicians and researchers are exploring uses for large language model chatbots such as ChatGPT for research, dissemination and educational purposes. Therefore, it becomes increasingly relevant to consider the full potential of this tool, including the special features that are currently available via the Application Programming Interface (API). One of these features is a variable called temperature, which changes the degree to which randomness is involved in the model’s generated output. This is of particular interest to clinicians and researchers. By lowering this variable, one can generate more consistent, deterministic outputs; by increasing it, one can receive more creative responses. For clinicians and researchers who are exploring using these tools for a variety of tasks, the ability to tailor outputs to be less creative may be beneficial for work that demands consistency. Additionally, access to more creative text generation may enable scientific authors to describe their research in more general language and potentially connect with a broader public via social media. In this short Comment, we present the temperature, discuss potential uses, and provide some examples.


 Citation

Please cite as:

Davis J, Van Bulck L, Durieux BN, Lindvall C

The Temperature Feature of ChatGPT: Modifying Creativity for Clinical Research

JMIR Hum Factors 2024;11:e53559

DOI: 10.2196/53559

PMID: 38457221

PMCID: 10960206

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