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Bayesian posteriors and phenotype-stratified models should be translated into visual probability displays (e.g., threshold probability plots and riskbenefit trade-off charts) that enable comparison of clinically relevant pathways (metabolic optimization first versus immediate OI/ART), instead of presenting single-point predictions that overstate precision

Participants in the GLP-1 RA cohort were on average younger, more frequently female and had higher weight compared with those using an SGLT2i

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Write the reconstitution date on the vial using a permanent marker