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Shokeralla, Dr. Alshaikh A. https://orcid.org/0000-0002-1518-475X
Declaration
Conflicts of Interest: Based on my understanding, this article has no conflicts of interest.
Funding Support: This article has not been funded by any organizations or agencies. This independence ensures that the research is conducted with objectivity and without any external influence.
Ethical Approval and Consent to Participate: The content of this article does not necessitate ethical approval or consent to participate with supporting documentation.
Data Access Statement and Material Availability: The adequate resources of this article are publicly accessible.
AuthorsContributions: Alshaikh A. Shokeralla conceptualised the research idea, collected and prepared the data, and implemented the modelling framework. The author also contributed to statistical analysis, data visualisation, and the drafting and revision of the manuscript. Finally, the author reviewed and approved the final version of the paper.