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Employing Machine Learning to Predict Medical Trainees’ Psychophysiological Responses and Self- and Socially- Shared Regulated Learning Strategies While Completing Medical Simulations

Crossref DOI link: https://doi.org/10.1007/s10648-025-10044-0

Published Online: 2025-07-18

Published Print: 2025-09

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Moreno, Matthew https://orcid.org/0000-0002-7155-8103
Grewal, Keerat https://orcid.org/0000-0002-0130-6015
Cutumisu, Maria https://orcid.org/0000-0003-2475-9647
Harley, Jason M. https://orcid.org/0000-0002-2061-9519
Funding

Funding for this research was provided by:

Social Sciences and Humanities Research Council of Canada (890-2020-0060, 890-2023-0181)

New Frontiers in Research Fund (NFRFE-2022-00104)
License Information

Text and Data Mining valid from 2025-07-18

Version of Record valid from 2025-07-18
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Article History

Received: 25 June 2024

Accepted: 16 June 2025

First Online: 18 July 2025

Change Date: 24 July 2025

Change Type: Update

Change Details: In this article, the ORCiD for Jason M. Harley was missing and should have been 0000-0002-2061-9519.

Declarations

:

: The authors declare no competing interests.

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