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This paper is in the following e-collection/theme issue:

Research Methodology - AI (204) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (3365) Research Instruments, Questionnaires, and Tools (1240) Natural Language Processing (1338) Generative Language Models Including ChatGPT (1640)

Published on in Vol 5 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/90750, first published .
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Algorithmic Reflectivity in Large Language Models: Methodological Study of Linguistic Structure in Mentalization

Algorithmic Reflectivity in Large Language Models: Methodological Study of Linguistic Structure in Mentalization

Authors of this article:

Stefano Epifani1, 2 Author Orcid Image ;   Giuliano Castigliego1, 3 Author Orcid Image ;   Giuliano Razzicchia4 Author Orcid Image ;   Elisabeth Seiwald-Sonderegger5 Author Orcid Image ;   Laura Kecskeméti5 Author Orcid Image
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Stefano Epifani   1, 2 , MSc ;   Giuliano Castigliego   1, 3 , MSc ;   Giuliano Razzicchia   4 , MSc ;   Elisabeth Seiwald-Sonderegger   5 , MSc ;   Laura Kecskeméti   5 , MSc

1 Reseach Foundation, Digital Transformation Institute, Rome, Italy

2 Department of Communication and Social Research (CoRiS), Sapienza Università di Roma, Rome, Italy

3 Psychoanalytic Academy of Italian-Speaking Switzerland, Chur, Switzerland

4 Digital Transformation Institute, Rome, Italy

5 Psychiatric Services of the Canton of Grisons, Chur, Switzerland

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