{"id": "card_k_ncs_validation", "kind": "note", "title": "Nested Control Systems — a pre-registered falsification program (NHANES)", "body": "STATUS: pre-registered protocol, frozen 2026-03-04 — NOT yet executed. No verdict is claimed; this seed records the TEST, not a result.\nThe nested-control-systems framework (the autonomic spine) is bound to a real, frozen, falsifiable validation against NHANES 2011–2018 — with operational definitions pinned to specific NHANES variables and explicit falsifiers set BEFORE the data are touched:\n• H1 — the upstream manifold predicts 10-year mortality. Falsifier: AUC < 0.60 OR ΔAUC ≤ 0 vs age+sex.\n• H2 — hyperglycemia is mechanistically heterogeneous (clusters). Falsifier: best_k < 2 OR medication χ² p > 0.05 OR bootstrap ARI < 0.40.\n• H3 — Layer 5 (systemic) adds predictive lift for diabetes. Falsifier: ΔAUC_L5 < 0.015 pooled OR negative in any adequately-powered cycle; clinical bar ΔAUC ≥ 0.02 to be SUPPORTED.\nThe rubric forbids self-declaration: no hypothesis may be labeled SUPPORTED without surviving its full truth-suite (primary + stability + sensitivity). Three outcomes only — SUPPORTED / FALSIFIED / INCONCLUSIVE.\nAcknowledged limit: NHANES has no direct L1 (cellular-stress) markers — the L1 layer uses a downstream proxy and does NOT test the framework's mechanistic L1 claims; a molecular cohort (UK Biobank Olink proteomics) is the honest next step.\nThis is the FLOOR and BROTHERS gates made concrete: the claim is exposed to physical reality with falsifiers named in advance, and to external witness. Defining what would break it — before looking — is the rigor, whether or not it has yet been run.\nTamper-evident: the frozen package is fingerprinted (SHA-256 below); re-hashing the same files reproduces it exactly.", "source": {"label": "Operator's artifact (Matt) — framework_validation_v3_final, frozen 2026-03-04", "url": "", "ref": "ncs_validation", "authority_tier": "matt", "content_sha256": "a5fd8452486bd3f781313adc3a960dda2342710edcb9fe9ae5863de686dc99c6"}, "shelf": "science", "box": "medicine", "bands": ["validation", "falsifiable", "pre-registered", "NHANES", "nested control systems", "autonomic", "HRV", "mortality", "diabetes", "H1", "H2", "H3", "status: not yet executed", "operator_artifact"], "connections": [{"to_card_id": "card_n_fe27e59e1804", "relationship": "pre_registered_validation_of", "evidence": "frozen NHANES falsification program for the nested-control / autonomic-spine framework"}, {"to_card_id": "card_n_e41105aaa59f", "relationship": "pre_registered_validation_of", "evidence": "chronic disease as nested control-system failure — the claim these hypotheses test"}, {"to_card_id": "card_k_four_gates", "relationship": "embodies", "evidence": "falsifiers named in advance + external validation = the FLOOR and BROTHERS gates"}], "author": "matt", "created_at": 0.0, "updated_at": 0.0, "visibility": "public", "lifecycle_stage": "public", "volatility": "durable", "surface": "secular", "generated": false}