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Privilege architecture failures (analysts with administrator rights, uncontrolled deletion permissions, ability to alter timestamps) recurred across diverse business modelsOTC manufacturing, sterile operations, API/drug product sites, and contract labsindicating a structural conflict of interest when the data generator also controls the data system

Acknowledgements Cristian-Daniel Llach received the support of a fellowship from la Caixa Foundation (ID 100010434 - fellowship code LCF/BQ/EU22/11930062)

Also, Arivarasu et al

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Semaglutide: nonarteritic anterior ischemic optic neuropathy in the FDA adverse event reporting system: a disproportionality analysis