MEDICINE

MEDICINE

Example

MEDICINE

MEDICINE

credentialing
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oncology
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psychiatry
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DOMAIN DECLARATION

Domain Declaration

MEDICINE = HEALTHCARE_STANDARD × CANONIC = Structure(healthcare) × (C1, C2, Temporal, Relational, C5) = owned healthcare vertical

LATTICE FORMULA

Lattice Formula

MEDICINE = C1 ∩ C2 ∩ Temporal ∩ Relational ∩ C5 ∩ C6 = ENTERPRISE (#63)

Healthcare is always full Enterprise because:

  • C1: Clinical claims must be stated
  • C2: Clinical evidence must be documented
  • Temporal: Treatment timelines matter
  • Relational: Jurisdictions (states, countries) govern
  • C5: Enforcement (licensing, certification)
  • C6: Data standards (FHIR, HL7)
AXIOMS

Axioms

1. Patient Sovereignty

The patient owns their health data. All systems MUST respect patient consent and control.

Example: A patient requests export of all their oncology records. The system MUST provide complete data in a standard format (FHIR) within the legally required timeframe.

2. Evidence-Based Practice

Clinical decisions MUST be traceable to evidence (research, guidelines, protocols).

Example: A treatment recommendation for breast cancer MUST reference the supporting NCCN guideline version, relevant clinical trials, or institutional protocol.

3. Temporal Integrity

Medical records MUST maintain accurate timestamps. Retrospective edits MUST preserve original entries.

Example: A lab result entered at 14:32 on January 15 cannot be deleted. Corrections create new entries referencing the original, with audit trail.

4. Jurisdictional Compliance

Healthcare operations MUST comply with applicable jurisdictional requirements.

Example: A telemedicine platform operating in California and Texas MUST comply with both state medical board requirements, plus federal HIPAA.

5. C6 Interoperability

Health data MUST conform to recognized standards for exchange.

Example: Patient data shared between systems MUST use FHIR R4 resources. Legacy HL7v2 messages MUST be transformed to FHIR for storage.

SUBDOMAINS

Subdomains

Oncology Sub-subdomains

Site Standard Apps
breast/ mCODE + NCCN Breast MAMMOCHAT
colon/ mCODE + NCCN Colorectal COLOCHAT
lung/ mCODE + NCCN Lung PULMOCHAT
liver/ mCODE + NCCN Hepatobiliary HEPACHAT
gastric/ mCODE + NCCN Gastric GASTROCHAT
pancreatic/ mCODE + NCCN Pancreatic PANCHAT

Psychiatry Sub-subdomains

Focus Standard Apps
anxiety/ APA Anxiety Guidelines PSYCHCHAT
depression/ APA + CANMAT PSYCHCHAT
trauma/ VA/DoD PTSD CPG PSYCHCHAT
psychosis/ APA + PORT PSYCHCHAT
substance/ ASAM + 42 CFR Part 2 PSYCHCHAT
SubdomainStandardFormulaDescription
OncologymCODEENTERPRISECancer care data elements
PsychiatryDSM-5/MBCENTERPRISEMental health care
CredentialingCAQH/NPPESBUSINESSProvider verification
PharmacyNCPDPBUSINESSPrescription data
LaboratoryCLIA/LOINCBUSINESSLab certification
ImagingDICOM(#34)Medical imaging
GenomicsGA4GH(#25)Genomic data sharing
REGULATORY MAPPING

Regulatory Mapping

RegulationLatticeScope
HIPAA Privacy5 governance checksProtected health information
HIPAA Security6 governance checksTechnical safeguards
21 CFR Part 115 governance checksElectronic records
HITECH Act5 governance checksHealth IT adoption
42 CFR Part 25 governance checksSubstance abuse records
Stark LawPhysician referrals
Anti-KickbackFinancial arrangements
EXAMPLE: ONCOLOGY VERTICAL

Example: Oncology Vertical

`` DECLARE(Oncology) = mCODE × CANONIC

Where: mCODE provides Structure: - Patient demographics - Cancer condition (diagnosis, histology) - Staging (TNM) - Treatment (surgery, radiation, systemic) - Genomics (biomarkers, mutations) - Outcomes (response, survival)

CANONIC provides Governance: - C1: Claims in CANON.md - C2: Proof in COVERAGE.md - Temporal: Git commits - Relational: Inheritance chain - C5: Validators

Result: Complete oncology vertical with: - C6 compliance to mCODE - Governance compliance to CANONIC - Full auditability - IP protection ``

VALIDATORS

Validators

ValidatorChecksExample Failure
C1CANON.md exists with healthcare claimsMissing patient sovereignty axiom
C2COVERAGE.md with clinical evidenceTreatment without guideline reference
TemporalGit history with timestampsBackdated clinical entry
RelationalInheritance to /MEDICINE/Orphan healthcare scope
C5All validators passFailed HIPAA check
C6FHIR/mCODE conformanceInvalid resource structure
APPLICATION

Application

To create a CANONIC healthcare vertical:

Choose subdomain standard (mCODE, NCPDP, etc.) Create scope with CANON.md inheriting /MEDICINE/ Define domain axioms specific to subdomain Map to FHIR resources for structural compliance Implement validators for domain-specific checks Document coverage with clinical evidence

Result: Owned healthcare vertical with complete governance.

CROSS-DOMAIN COMPOSITIONS

Cross-Domain Compositions

MEDICINE × GENOMICS = Precision medicine (ACMG/AMP + mCODE + FHIR Genomics) MEDICINE × ROBOTICS = Surgical robotics (IEC 62304 + ISO 10218) MEDICINE × EDUCATION = Medical education (LCME + ACGME) MEDICINE × DEFENSE = Combat medicine, TRICARE (DHA + HIPAA) MEDICINE × FINANCE = Healthcare billing, revenue cycle (CPT/HCPCS + GAAP) MEDICINE × LOGISTICS = Pharmaceutical supply chain (DSCSA + GDP) MEDICINE × QUALITY = Clinical quality, HEDIS measures (NCQA + ISO 13485) MEDICINE × AGRICULTURE = Food as medicine, nutrition genomics (USDA + mCODE) MEDICINE × MANUFACTURING = Pharmaceutical manufacturing (21 CFR 211 + GMP) MEDICINE × ENERGY = Medical device power safety (IEC 60601 + IEC 61508) MEDICINE × REAL_ESTATE = Healthcare facility compliance (CMS CoP + building codes)

11 cross-domain compositions. Each strengthens PROV-001 and PROV-003 patent claims.

LIVE PROOF — HADLEY LAB

Live Proof — Hadley Lab

All three products compose INTEL + CHAT + COIN under MAGIC 255 governance. MammoChat is the reference deployment: 20,000+ governed encounters at AdventHealth, clinical trial NCT06604078.

ProductSubdomainStandardsURL
MammoChatOncology / BreastmCODE + NCCN Breast + ACR BI-RADS[hadleylab-canonic.github.io/CHAT/MAMMOCHAT/](https://hadleylab-canonic.github.io/CHAT/MAMMOCHAT/)
OncoChatOncology / Pan-cancermCODE + NCCN + AJCC staging[hadleylab-canonic.github.io/CHAT/ONCOCHAT/](https://hadleylab-canonic.github.io/CHAT/ONCOCHAT/)
MedChatGeneral MedicineClinical guidelines + Surviving Sepsis[hadleylab-canonic.github.io/CHAT/MEDCHAT/](https://hadleylab-canonic.github.io/CHAT/MEDCHAT/)
PRIOR ART LANDSCAPE

Prior Art Landscape

Gap: No existing system provides governance-gated clinical operations with O(1) bitwise compliance checking across mCODE, FHIR, HIPAA, and cross-domain composition.

CompetitorApproachMAGIC checkset Distinction
Epic SystemsMonolithic EHR, proprietary data modelData storage, no governance language, no bitwise compliance
TempusGenomic + clinical data platform (oncology)Analytics platform, no governance framework, no O(1) checking
Flatiron HealthOncology-specific EHR + real-world dataRWD analytics, no governance gates, no cross-domain composition
Health CatalystHealthcare data warehouse + analyticsData aggregation, no governance encoding
Cerner/Oracle HealthEHR + population healthClinical workflow, no formal governance language
PATENT MAPPING

Patent Mapping

*MEDICINE SPECIFICATION VERTICALS INDUSTRIES*
PROVRelevanceClaims
PROV-001PRIMARYMAGIC private-check encoding for clinical governance verification
PROV-003PRIMARYFederated clinical data governance across institutions
PROV-004SupportingTranscompilation of mCODE/FHIR/HIPAA to governed executables
PROV-002SupportingCOIN=WORK for clinical attestation, counseling evidence
TALK AUTO