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    "rationale": "Epigenetic states are causally manipulable and functional reversal is demonstrated in constrained mouse tissues, most convincingly aged retina. The evidence does not isolate progressive information loss from damage responses or establish restoration of a defined youthful state as the mediator, primary rate-limiting cause, or broadly replicated healthspan intervention."
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    "hsef_level": "Γ",
    "hsef_descriptor": "Mechanistically plausible, partial system support",
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    "confidence_rationale": "The confident part of the assessment is the ceiling on the broad claim: many primary studies across positive, mixed, null, and toxicity results expose the same missing specificity, mediation, replication, cross-species, and human bridges. Confidence does not imply that epigenetic dysregulation is unimportant; it reflects confidence that the submitted primary-cause and broad-reversal formulation has not crossed Δ.",
    "rests_on_non_peer_reviewed_work": false,
    "rationale": "Epigenetic states are causally manipulable and functional reversal is demonstrated in constrained mouse tissues, most convincingly aged retina. The evidence does not isolate progressive information loss from damage responses or establish restoration of a defined youthful state as the mediator, primary rate-limiting cause, or broadly replicated healthspan intervention."
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    "consensus_used": true,
    "rawproof": [
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      "deliverables/prepublication-enrichment-2026-10-05/website-series/information-theory-aging/consensus-browser-links.json"
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    "reconciliation_existing": "Yes; 9 primary identifiers and abstract/metadata checks documented; service-reported additional full-text details kept distinct.",
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