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Authors
Shakhshir, Lama A.
Singh, Sarjit
Pell, Jill P.
Nelson, Scott M.
Mackay, Daniel F.
Hastie, Claire E.
Sivakumar, Logesh R.
Fleming, Michael
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Funding
Funding for this research was provided by:
The British Council
Health Data Research UK (MR/S003800/1)
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Article History
Received: 21 June 2025
Accepted: 10 February 2026
First Online: 20 February 2026
Declarations
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: The study was approved by the Information Governance Review Panel and was covered by a Data Sharing Agreement between the SAIL Databank and the University of Glasgow.
: Not applicable.
: The authors declare no competing interests.
