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Authors
Livori, Adam C. https://orcid.org/0000-0002-5337-8061
Alex, Ansu
Abebe, Tamrat
Bell, J. Simon
Ademi, Zanfina
Morton, Jedidiah I.
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Funding
Funding for this research was provided by:
Monash University
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Article History
Received: 17 September 2025
Accepted: 28 March 2026
First Online: 30 April 2026
Declarations
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: JIM was supported by a Heart Foundation Postdoctoral Fellowship (ID: 108269-2024) from the National Heart Foundation of Australia.
: AL Consulting for Sanofi, Boehringer Ingelheim, Novartis. AA, TA, ZA and JIM have no conflicts to declare relevant to this publication. JSB is supported by a National Health and Medical Research Council (NHMRC) Boosting Dementia Research Leadership Fellowship and has received grant funding or consulting funds from the NHMRC, Medical Research Future Fund, Victorian Government Department of Health, Dementia Australia Research Foundation, Yulgilbar Foundation, Aged Care Quality and Safety Commission, Dementia Centre for Research Collaboration, Pharmaceutical Society of Australia, Society of Hospital Pharmacists of Australia, GlaxoSmithKline Supported Studies Programme, Amgen, and several aged care provider organisations unrelated to this work. All grants and consulting funds were paid to the employing institution.
: Adam C. Livori: writing – original draft, project administration, methodology, investigation, formal analysis, data curation and conceptualisation. Ansu Alex: writing – review and editing, and data curation. Tamrat Abebe: writing – review and editing, and data curation. J. Simon Bell: writing – review and editing, supervision and resources. Zanfina Ademi: writing – review and editing, supervision and formal analysis. Jedidiah I. Morton: writing – review and editing, visualisation, validation, vision, methodology, formal analysis and conceptualisation.
: The individual-level data underlying this article cannot be shared publicly due to privacy reasons. However, the protocol containing all code used to generate this study is available at .
: Ethics approval was obtained from the Grampians Health Ballarat Human Research Ethics Committee (Project no. 107482 LNR//BHSSJOG) and Monash University Human Research Ethics Committee (43967).
: The protocol containing all code used to generate this study is available at .
: Not applicable.
: Not applicable.
