Validation: recovering the standard of care

In hundreds of diseases the corrective direction derived from untuned geometry independently recovers a treatment already in clinical use. Since gamma is never fitted, the agreement was not engineered, so each recovery validates the logic. The kit reports these as agreement with established practice, adds no dose, and makes no treatment claim of its own.

In 322 of 839 diseases the direction derived from pure geometry independently recovers a treatment already in clinical use. Because the geometry was never tuned, each recovery is a genuine validation signal for the logic — not a treatment claim by this kit.

Why a recovery counts as validation

The switch is built from promoter sequence with γ never fitted (see Method). When that untuned geometry then points the same way as an approved, mechanistically-understood medicine for the same disease, the agreement was not engineered in. Replicated across hundreds of independent diseases, these agreements are the main evidence that the corrective-direction logic is tracking real biology.

Recovered standards — a representative sample

This is a sample; the complete agreement set spans all 322 matching diseases, each carrying the agreement callout on its own page. Candidate-level, 147 of 233 surfaced rows are explicit rediscoveries.

Still not a prescription. A recovered match means the direction agrees with medicine an expert may already use under proper care. It does not authorise anyone to self-administer, and it adds no dose.