Research update · October 11, 2026

On October 11, 2026, Michael J. Hall submitted “The Aging Funnel as a framework for demand timing and physiological recovery” to Nature Aging as a conceptual Perspective. It asks how the time between physiological demands relates to recovery. The submission includes analytical examples and synthetic calculations, not patient-level validation. Submission does not imply acceptance, peer review or endorsement by the journal. WellSkor AI is discussed as a proposed measurement implementation, not a validated aging score.

Measure

Establish a trustworthy baseline from validated biomarkers, vital signs, history, patient-reported experience, and consented connected context.

Understand

Organize evidence across eleven health domains, surface confidence and gaps, and keep measured findings distinct from inference.

Advance

Support clinician-guided priorities, document the decision, and compare future data with the original baseline.

Reassess

Treat follow-up as a quality loop: observe variation, learn from response, correct the record when needed, and refine direction.

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