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Evidence grading method

LHN separates evidence type from claim strength. A human RCT can still be too small or too indirect for a broad longevity claim, and a mechanism can be important without proving a consumer outcome.

Human Rct

Human Rct

Controlled human trial evidence. We still check sample size, endpoints, population and replication.

Human Observational

Human Observational

Human association data. Useful for signals, weaker for causal claims.

Clinical Trial Registered

Clinical Trial Registered

A trial exists or is registered. Registration is not proof of benefit.

Animal Preclinical

Animal Preclinical

Animal evidence. Important for biology, not enough for human consumer claims by itself.

Mechanism Only

Mechanism Only

Mechanistic plausibility without direct human outcome evidence.

Anecdotal Social

Anecdotal Social

User reports or forum discussion. Useful as demand signal, not evidence of efficacy.

Regulatory Signal

Regulatory Signal

Agency action, label, warning, meeting or registry signal.

Commercial Claim

Commercial Claim

A product, clinic or marketing claim that needs independent verification.

Unknown

Unknown

Insufficient source clarity to classify confidently.