Derivation Web

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We conducted an AI-assisted structured evidence synthesis across 48 curated references, mapping each study to direct versus indirect evidence and to one of six outcome classes (cardiometabolic, immune, contextual-other, safety, muscle function, deficiency-prevalence), with an explicit audit trail retaining study-level direction-of-effect.

Outside cardiometabolism, immune-class findings are themse…