# Conceptual Health™ — Sub-Signal Inventory # # Every measurable signal that feeds one of the 8 axes (PO, NM, ER, SC, RS, ES, # TA, PV). These are the raw observations the patient records, the device # emits, the clinician charts, or the partner system syncs. The axis # aggregator (backend/app/health/axis_aggregator.py) reduces each axis's # signals into a 0–100 score; the Master Equation then folds the 8 axes into # Conceptual Health™. # # Source-of-truth chain: # master-equation/sub-signals.yaml ← this file # backend/app/health/axis_aggregator.py← reads this YAML # master-equation/action-axis-map.yaml ← maps user actions → these signal IDs # # Schema: # axes: # : # name: # role: # weight_default: (sums to 1.0 per axis) # signals: # - id: # name: # unit: # source: # cadence: # value_range: [min, max] # raw observation range # polarity: # optimal_band: [lo, hi] # only when polarity = optimal_band # weight: <0..1 within axis> # contribution to the axis score # hcr_lane: # which HCR mining lane rewards it # hcc_eligible: # eligible for HCC settlement # notes: # # All signal IDs are stable. Renaming a signal requires a migration and a # golden-vector update so external validators do not silently break. # # Patent: U.S. Provisional 63/921,717. version: 1 schema_revision: "2026-05-14" axes: # ────────────────────────────────────────────────────────────────── # PO — Physical & Outdoor (S half, with NM) # ────────────────────────────────────────────────────────────────── PO: name: Physical & Outdoor role: "S · Somatic foundation (with NM)" weight_default: 0.125 signals: - id: po_steps_daily name: Daily steps unit: count source: wearable cadence: daily value_range: [0, 30000] polarity: higher_is_better weight: 0.18 hcr_lane: hcr_movement hcc_eligible: true - id: po_active_minutes name: Active minutes (≥3 METs) unit: minutes source: wearable cadence: daily value_range: [0, 600] polarity: higher_is_better weight: 0.14 hcr_lane: hcr_movement hcc_eligible: true - id: po_resting_heart_rate name: Resting heart rate unit: bpm source: wearable cadence: daily value_range: [30, 120] polarity: optimal_band optimal_band: [50, 70] weight: 0.10 hcr_lane: hcr_cardio hcc_eligible: false - id: po_vo2_max name: VO₂ max unit: ml_kg_min source: wearable cadence: weekly value_range: [15, 80] polarity: higher_is_better weight: 0.10 hcr_lane: hcr_cardio hcc_eligible: false - id: po_sleep_minutes name: Sleep duration unit: minutes source: wearable cadence: daily value_range: [120, 720] polarity: optimal_band optimal_band: [420, 540] weight: 0.14 hcr_lane: hcr_recovery hcc_eligible: true - id: po_sleep_quality name: Sleep quality (deep + REM %) unit: percent source: wearable cadence: daily value_range: [0, 100] polarity: higher_is_better weight: 0.08 hcr_lane: hcr_recovery hcc_eligible: false - id: po_outdoor_minutes name: Outdoor time unit: minutes source: wearable cadence: daily value_range: [0, 600] polarity: higher_is_better weight: 0.08 hcr_lane: hcr_nature hcc_eligible: true - id: po_sun_exposure_safe name: Safe sun exposure unit: minutes source: wearable cadence: daily value_range: [0, 180] polarity: optimal_band optimal_band: [10, 30] weight: 0.06 hcr_lane: hcr_nature hcc_eligible: false - id: po_strength_sessions name: Strength sessions unit: count source: self_report cadence: weekly value_range: [0, 14] polarity: optimal_band optimal_band: [2, 5] weight: 0.08 hcr_lane: hcr_movement hcc_eligible: true - id: po_injury_flag name: Active injury unit: boolean source: self_report cadence: episodic value_range: [0, 1] polarity: lower_is_better weight: 0.04 hcr_lane: null hcc_eligible: false # ────────────────────────────────────────────────────────────────── # NM — Nutritional & Metabolic (S half, with PO) # ────────────────────────────────────────────────────────────────── NM: name: Nutritional & Metabolic role: "S · Somatic foundation (with PO)" weight_default: 0.125 signals: - id: nm_whole_food_ratio name: Whole-food ratio unit: percent source: self_report cadence: daily value_range: [0, 100] polarity: higher_is_better weight: 0.16 hcr_lane: hcr_nutrition hcc_eligible: true - id: nm_water_intake name: Water intake unit: liters source: self_report cadence: daily value_range: [0, 6] polarity: optimal_band optimal_band: [1.8, 3.5] weight: 0.10 hcr_lane: hcr_nutrition hcc_eligible: true - id: nm_protein_grams name: Protein unit: grams source: self_report cadence: daily value_range: [0, 250] polarity: optimal_band optimal_band: [80, 160] weight: 0.10 hcr_lane: hcr_nutrition hcc_eligible: false - id: nm_added_sugar name: Added sugar unit: grams source: self_report cadence: daily value_range: [0, 200] polarity: lower_is_better weight: 0.10 hcr_lane: hcr_nutrition hcc_eligible: false - id: nm_alcohol_units name: Alcohol unit: units source: self_report cadence: daily value_range: [0, 20] polarity: lower_is_better weight: 0.08 hcr_lane: null hcc_eligible: false - id: nm_fasting_glucose name: Fasting glucose unit: mg_dl source: lab cadence: monthly value_range: [50, 250] polarity: optimal_band optimal_band: [70, 99] weight: 0.12 hcr_lane: null hcc_eligible: false - id: nm_hba1c name: HbA1c unit: percent source: lab cadence: monthly value_range: [4.0, 14.0] polarity: optimal_band optimal_band: [4.5, 5.6] weight: 0.12 hcr_lane: null hcc_eligible: false - id: nm_bmi name: BMI unit: kg_m2 source: clinical cadence: monthly value_range: [12, 50] polarity: optimal_band optimal_band: [19, 25] weight: 0.08 hcr_lane: null hcc_eligible: false - id: nm_lipid_ldl name: LDL cholesterol unit: mg_dl source: lab cadence: monthly value_range: [40, 250] polarity: optimal_band optimal_band: [50, 100] weight: 0.08 hcr_lane: null hcc_eligible: false - id: nm_supplement_adherence name: Supplement adherence unit: percent source: self_report cadence: daily value_range: [0, 100] polarity: higher_is_better weight: 0.06 hcr_lane: hcr_nutrition hcc_eligible: false # ────────────────────────────────────────────────────────────────── # ER — Emotional & Relational (Resilience wing factor) # ────────────────────────────────────────────────────────────────── ER: name: Emotional & Relational role: "ER · Resilience wing factor" weight_default: 0.125 signals: - id: er_mood_self_rating name: Daily mood self-rating unit: score source: self_report cadence: daily value_range: [0, 10] polarity: higher_is_better weight: 0.16 hcr_lane: hcr_mind hcc_eligible: true - id: er_phq9 name: PHQ-9 (depression) unit: score source: clinical cadence: monthly value_range: [0, 27] polarity: lower_is_better weight: 0.16 hcr_lane: null hcc_eligible: false - id: er_gad7 name: GAD-7 (anxiety) unit: score source: clinical cadence: monthly value_range: [0, 21] polarity: lower_is_better weight: 0.14 hcr_lane: null hcc_eligible: false - id: er_hrv_rmssd name: HRV RMSSD unit: ms source: wearable cadence: daily value_range: [10, 200] polarity: higher_is_better weight: 0.10 hcr_lane: hcr_recovery hcc_eligible: false - id: er_journal_entries name: Journal entries unit: count source: self_report cadence: weekly value_range: [0, 14] polarity: higher_is_better weight: 0.08 hcr_lane: hcr_mind hcc_eligible: true - id: er_quality_relationships name: Quality-relationship contacts unit: count source: self_report cadence: weekly value_range: [0, 30] polarity: higher_is_better weight: 0.12 hcr_lane: hcr_mind hcc_eligible: false - id: er_conflict_index name: Conflict / stress events unit: count source: self_report cadence: weekly value_range: [0, 20] polarity: lower_is_better weight: 0.10 hcr_lane: null hcc_eligible: false - id: er_therapy_attendance name: Therapy / counseling attendance unit: boolean source: clinical cadence: weekly value_range: [0, 1] polarity: higher_is_better weight: 0.08 hcr_lane: hcr_mind hcc_eligible: false - id: er_substance_misuse name: Substance-misuse flag unit: boolean source: self_report cadence: weekly value_range: [0, 1] polarity: lower_is_better weight: 0.06 hcr_lane: null hcc_eligible: false # ────────────────────────────────────────────────────────────────── # SC — Social & Communal (Sp · Coherence amplifier) # ────────────────────────────────────────────────────────────────── SC: name: Social & Communal role: "Sp · Coherence amplifier" weight_default: 0.125 signals: - id: sc_in_person_contacts name: In-person meaningful contacts unit: count source: self_report cadence: weekly value_range: [0, 50] polarity: higher_is_better weight: 0.18 hcr_lane: hcr_community hcc_eligible: true - id: sc_volunteer_minutes name: Volunteer / service minutes unit: minutes source: self_report cadence: weekly value_range: [0, 600] polarity: higher_is_better weight: 0.14 hcr_lane: hcr_community hcc_eligible: true - id: sc_loneliness_scale name: UCLA loneliness short unit: score source: self_report cadence: monthly value_range: [3, 12] polarity: lower_is_better weight: 0.14 hcr_lane: null hcc_eligible: false - id: sc_group_membership_active name: Active group memberships unit: count source: self_report cadence: monthly value_range: [0, 10] polarity: higher_is_better weight: 0.10 hcr_lane: hcr_community hcc_eligible: false - id: sc_support_received name: Support-received rating unit: score source: self_report cadence: weekly value_range: [0, 10] polarity: higher_is_better weight: 0.10 hcr_lane: null hcc_eligible: false - id: sc_support_given name: Support-given rating unit: score source: self_report cadence: weekly value_range: [0, 10] polarity: higher_is_better weight: 0.12 hcr_lane: hcr_community hcc_eligible: false - id: sc_family_meals name: Shared family meals unit: count source: self_report cadence: weekly value_range: [0, 21] polarity: higher_is_better weight: 0.10 hcr_lane: hcr_community hcc_eligible: false - id: sc_civic_participation name: Civic / voting participation unit: boolean source: self_report cadence: monthly value_range: [0, 1] polarity: higher_is_better weight: 0.06 hcr_lane: null hcc_eligible: false - id: sc_screen_passive_social name: Passive social-media minutes unit: minutes source: wearable cadence: daily value_range: [0, 720] polarity: lower_is_better weight: 0.06 hcr_lane: null hcc_eligible: false # ────────────────────────────────────────────────────────────────── # RS — Religious & Spiritual (Resilience wing factor) # ────────────────────────────────────────────────────────────────── RS: name: Religious & Spiritual role: "RS · Resilience wing factor" weight_default: 0.125 signals: - id: rs_meditation_minutes name: Meditation / contemplative practice unit: minutes source: self_report cadence: daily value_range: [0, 180] polarity: higher_is_better weight: 0.18 hcr_lane: hcr_mind hcc_eligible: true - id: rs_prayer_minutes name: Prayer / devotion unit: minutes source: self_report cadence: daily value_range: [0, 180] polarity: higher_is_better weight: 0.14 hcr_lane: hcr_mind hcc_eligible: true - id: rs_service_attendance name: Service / gathering attendance unit: count source: self_report cadence: weekly value_range: [0, 7] polarity: higher_is_better weight: 0.10 hcr_lane: hcr_community hcc_eligible: false - id: rs_gratitude_practice name: Gratitude practice unit: count source: self_report cadence: daily value_range: [0, 10] polarity: higher_is_better weight: 0.12 hcr_lane: hcr_mind hcc_eligible: true - id: rs_purpose_in_life name: Purpose-in-life rating unit: score source: self_report cadence: weekly value_range: [0, 10] polarity: higher_is_better weight: 0.14 hcr_lane: null hcc_eligible: false - id: rs_forgiveness_practice name: Forgiveness practice unit: score source: self_report cadence: weekly value_range: [0, 10] polarity: higher_is_better weight: 0.10 hcr_lane: hcr_mind hcc_eligible: false - id: rs_scripture_study name: Scripture / wisdom study unit: minutes source: self_report cadence: daily value_range: [0, 180] polarity: higher_is_better weight: 0.08 hcr_lane: hcr_mind hcc_eligible: false - id: rs_existential_distress name: Existential distress unit: score source: self_report cadence: weekly value_range: [0, 10] polarity: lower_is_better weight: 0.08 hcr_lane: null hcc_eligible: false - id: rs_awe_experiences name: Awe / transcendence experiences unit: count source: self_report cadence: weekly value_range: [0, 14] polarity: higher_is_better weight: 0.06 hcr_lane: hcr_nature hcc_eligible: false # ────────────────────────────────────────────────────────────────── # ES — Environmental & Stewardship (Right-wing addend) # ────────────────────────────────────────────────────────────────── ES: name: Environmental & Stewardship role: "E · Right-wing addend" weight_default: 0.125 signals: - id: es_air_quality_exposure name: Air-quality exposure (AQI) unit: aqi source: partner_api cadence: daily value_range: [0, 500] polarity: lower_is_better weight: 0.14 hcr_lane: null hcc_eligible: false - id: es_water_quality name: Drinking-water quality index unit: score source: partner_api cadence: monthly value_range: [0, 100] polarity: higher_is_better weight: 0.10 hcr_lane: null hcc_eligible: false - id: es_green_space_minutes name: Green-space minutes unit: minutes source: wearable cadence: daily value_range: [0, 360] polarity: higher_is_better weight: 0.12 hcr_lane: hcr_nature hcc_eligible: true - id: es_recycle_compost name: Recycle / compost practice unit: boolean source: self_report cadence: weekly value_range: [0, 1] polarity: higher_is_better weight: 0.08 hcr_lane: hcr_stewardship hcc_eligible: true - id: es_carbon_footprint name: Estimated weekly carbon unit: kg_co2e source: partner_api cadence: weekly value_range: [0, 600] polarity: lower_is_better weight: 0.10 hcr_lane: hcr_stewardship hcc_eligible: false - id: es_home_air_filter name: Home air-filter maintenance unit: boolean source: self_report cadence: monthly value_range: [0, 1] polarity: higher_is_better weight: 0.06 hcr_lane: hcr_stewardship hcc_eligible: false - id: es_noise_exposure name: Sustained noise exposure unit: db_hours source: wearable cadence: daily value_range: [0, 24] polarity: lower_is_better weight: 0.08 hcr_lane: null hcc_eligible: false - id: es_local_food_ratio name: Local / seasonal food ratio unit: percent source: self_report cadence: weekly value_range: [0, 100] polarity: higher_is_better weight: 0.10 hcr_lane: hcr_stewardship hcc_eligible: true - id: es_active_commute name: Active / low-emission commute unit: percent source: wearable cadence: weekly value_range: [0, 100] polarity: higher_is_better weight: 0.12 hcr_lane: hcr_stewardship hcc_eligible: true - id: es_household_chemicals name: Low-tox household products unit: percent source: self_report cadence: monthly value_range: [0, 100] polarity: higher_is_better weight: 0.10 hcr_lane: null hcc_eligible: false # ────────────────────────────────────────────────────────────────── # TA — Technological & Adaptive (Right-wing addend) # ────────────────────────────────────────────────────────────────── TA: name: Technological & Adaptive role: "T · Right-wing addend" weight_default: 0.125 signals: - id: ta_screen_active_minutes name: Active screen-time unit: minutes source: wearable cadence: daily value_range: [0, 900] polarity: optimal_band optimal_band: [60, 240] weight: 0.12 hcr_lane: null hcc_eligible: false - id: ta_focus_blocks name: Deep-focus blocks (≥25 min) unit: count source: wearable cadence: daily value_range: [0, 12] polarity: higher_is_better weight: 0.12 hcr_lane: hcr_learning hcc_eligible: true - id: ta_skill_minutes name: Skill-building / learning unit: minutes source: self_report cadence: daily value_range: [0, 240] polarity: higher_is_better weight: 0.14 hcr_lane: hcr_learning hcc_eligible: true - id: ta_security_hygiene name: Security hygiene (MFA, updates) unit: percent source: self_report cadence: monthly value_range: [0, 100] polarity: higher_is_better weight: 0.08 hcr_lane: hcr_learning hcc_eligible: false - id: ta_telehealth_engagement name: Telehealth visit adherence unit: percent source: clinical cadence: monthly value_range: [0, 100] polarity: higher_is_better weight: 0.10 hcr_lane: null hcc_eligible: false - id: ta_data_consent_active name: Active research data consents unit: count source: self_report cadence: monthly value_range: [0, 10] polarity: higher_is_better weight: 0.08 hcr_lane: hcr_research hcc_eligible: true - id: ta_adaptive_devices name: Adaptive devices used effectively unit: count source: self_report cadence: monthly value_range: [0, 10] polarity: higher_is_better weight: 0.08 hcr_lane: null hcc_eligible: false - id: ta_ai_assist_quality name: AI-assist outcome rating unit: score source: self_report cadence: weekly value_range: [0, 10] polarity: higher_is_better weight: 0.08 hcr_lane: hcr_learning hcc_eligible: false - id: ta_doomscroll_minutes name: Doomscroll / addictive feed unit: minutes source: wearable cadence: daily value_range: [0, 720] polarity: lower_is_better weight: 0.10 hcr_lane: null hcc_eligible: false - id: ta_innovation_action name: Innovation actions logged unit: count source: self_report cadence: weekly value_range: [0, 14] polarity: higher_is_better weight: 0.10 hcr_lane: hcr_research hcc_eligible: true # ────────────────────────────────────────────────────────────────── # PV — Provisional & Vocational (Right-wing exponent · p) # ────────────────────────────────────────────────────────────────── PV: name: Provisional & Vocational role: "p · Right-wing exponent" weight_default: 0.125 signals: - id: pv_purposeful_work_minutes name: Purposeful-work minutes unit: minutes source: self_report cadence: daily value_range: [0, 720] polarity: higher_is_better weight: 0.14 hcr_lane: hcr_vocation hcc_eligible: true - id: pv_income_stability name: Income-stability rating unit: score source: self_report cadence: monthly value_range: [0, 10] polarity: higher_is_better weight: 0.10 hcr_lane: null hcc_eligible: false - id: pv_emergency_fund_months name: Emergency-fund months unit: months source: self_report cadence: monthly value_range: [0, 24] polarity: higher_is_better weight: 0.10 hcr_lane: null hcc_eligible: false - id: pv_debt_to_income name: Debt-to-income ratio unit: ratio source: self_report cadence: monthly value_range: [0, 5] polarity: lower_is_better weight: 0.10 hcr_lane: null hcc_eligible: false - id: pv_career_growth_action name: Career-growth actions unit: count source: self_report cadence: weekly value_range: [0, 14] polarity: higher_is_better weight: 0.10 hcr_lane: hcr_vocation hcc_eligible: true - id: pv_planning_horizon_months name: Planning horizon (months) unit: months source: self_report cadence: monthly value_range: [0, 120] polarity: higher_is_better weight: 0.08 hcr_lane: null hcc_eligible: false - id: pv_mentor_relationships name: Mentor / mentee relationships unit: count source: self_report cadence: monthly value_range: [0, 10] polarity: higher_is_better weight: 0.10 hcr_lane: hcr_vocation hcc_eligible: false - id: pv_role_alignment name: Role-alignment rating unit: score source: self_report cadence: weekly value_range: [0, 10] polarity: higher_is_better weight: 0.10 hcr_lane: null hcc_eligible: false - id: pv_burnout_index name: Burnout index (MBI short) unit: score source: self_report cadence: monthly value_range: [0, 10] polarity: lower_is_better weight: 0.10 hcr_lane: null hcc_eligible: false - id: pv_volunteer_vocation name: Vocational service hours unit: minutes source: self_report cadence: weekly value_range: [0, 1200] polarity: higher_is_better weight: 0.08 hcr_lane: hcr_vocation hcc_eligible: true