How to Read Evidence Scores

Understand what A–D evidence maturity means and what it does not mean.

Evidence maturity is not personal suitability

Vial Theory scores reflect literature maturity and consistency, not a recommendation for any person.

Study quality matters

Randomized, controlled, and replicated findings carry more weight than early, single-site signals.