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Methodology The analysis is built on a multi-source framework that combines official statistics, trade records, company disclosures, and expert validation

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There were no statistically significant interactions by treatment and background medication subgroup for change in HbA 1c or body weight except for change in HbA 1c (background insulin vs insulin plus metformin) in PIONEER 8 ( p = 0.0408)

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