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Article History

Received: 19 November 2024

Accepted: 25 August 2025

First Online: 24 January 2026

Declarations

:

: The PUJ and the HUSI Human Research Ethics Committee approved this study (protocol number 2020/039). All adult participants signed informed consent forms; minors signed informed assents and their legal guardians provided informed consent. The research was conducted in accordance with Resolution N°8430 of 1993, which regulates health research in Colombia, as well as the World Medical Association’s Declaration of Helsinki, the NHMRC National Statement on Ethical Conduct in Human Research (2007) and the Note for Guidance on Good Clinical Practice (CPMP/ICH-135/95).

: Not applicable.

: IBH is a Professor of Psychiatry and the Co-Director of Health and Policy, Brain and Mind Centre, University of Sydney. He has led major public health and health service development in Australia, particularly focusing on early intervention for young people with depression, suicidal thoughts and behaviors, and complex mood disorders. He is active in the development through codesign, implementation, and continuous evaluation of new health information and personal monitoring technologies to drive highly personalized and measurement-based care. He holds a 3.2% equity share in Innowell Pty Ltd, which is focused on the digital transformation of mental health services. Jo-An Occhipint is both Head of Systems Modelling, Simulation & Data Science, and Co-Director of the Mental Wealth Initiative at the University of Sydney’s Brain and Mind Centre. She is also Managing Director of Computer Simulation & Advanced Research Technologies (CSART) and acts as Advisor to the OECD Neuroscience-inspired Policy Initiative and the Brain Capital Alliance. The remaining authors declare no competing interests.