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This study did not involve human participants or identifying individual data.","order":3,"name":"Ethics","label":"Consent for Publication","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors have no relevant financial or non-financial interests to disclose.","order":4,"name":"Ethics","label":"Competing Interests","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"Large Language Model (LLM) assistance was strictly restricted to script formatting, code syntax optimization, the identification and extraction of orthologous expression profiles from public repositories, and the generation of intermediate tabular outputs from raw bioinformatics logs. 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