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VB-OS Healthcare Verification Templates

Clinical AI Authorization

Section titled “Clinical AI Authorization”

Slug: healthcare-clinical-ai-auth

Governs AI-assisted clinical decisions by requiring physician license verification, formulary compliance, and patient consent before authorizing treatment recommendations.

Boundary

Section titled “Boundary”
boundary_id: B_HEALTH_CLINICAL
version: 1
scope: clinical_ai


require_type: formulary_approved: integer
require_type: consent_signed: integer
require_type: license_state: string


define_set valid_states: ("CA", "NY", "TX", "FL", "IL")


require_evidence: physician_license_verified
require_provenance: physician_license_verified: npi_registry
require_evidence: formulary_check
require_evidence: patient_consent_on_file


prohibit_evidence: model_confidence_score


predicate: formulary_approved: formulary_approved == 1 | "Medication must be on approved formulary"
predicate: consent_signed: consent_signed == 1 | "Patient consent is required"
predicate: valid_license_state: license_state IN @valid_states | "Physician must be licensed in a supported state"

Features Demonstrated

Section titled “Features Demonstrated”
  • Named set with define_set and @valid_states reference
  • Provenance requirement (npi_registry)
  • Evidence prohibition (blocks model confidence scores)
  • Predicate failure messages for audit trail
  • String set membership (IN @valid_states)

Medical Imaging Certification

Section titled “Medical Imaging Certification”

Slug: healthcare-imaging-cert

Certifies AI-assisted imaging analysis by requiring radiologist review, DICOM compliance, and model calibration evidence.

Boundary

Section titled “Boundary”
boundary_id: B_HEALTH_IMAGING
version: 1
scope: diagnostic_imaging


define_set cleared_modalities: ("CT", "MRI", "XRAY", "ULTRASOUND", "PET")


require_type: radiologist_approved: integer
require_type: dicom_valid: integer
require_type: calibration_age_days: integer
require_type: modality: string


require_evidence: radiologist_review
require_evidence: dicom_compliance
require_evidence: model_calibration


predicate: radiologist_ok: radiologist_approved == 1
predicate: dicom_valid_check: dicom_valid == 1
predicate: calibration_recent: calibration_age_days <= 90
predicate: modality_cleared: modality IN @cleared_modalities | "Imaging modality must be FDA-cleared"

Prescription Verification

Section titled “Prescription Verification”

Slug: healthcare-prescription-verify

Verifies electronic prescriptions against drug interaction databases, dosage limits, and prescriber authorization.

Boundary

Section titled “Boundary”
boundary_id: B_HEALTH_PRESCRIPTION
version: 1
scope: pharmacy
eta_cap: 3


require_type: conflicts_found: integer
require_type: prescribed_mg: integer
require_type: max_daily_mg: integer
require_type: schedule_class: integer


require_evidence: prescriber_authorization
require_provenance: prescriber_authorization: dea_registry
require_evidence: drug_interaction_check
require_evidence: dosage_validation
require_evidence: schedule_class
require_evidence IF schedule_class >= 2: controlled_substance_log


predicate: no_drug_conflicts: conflicts_found == 0 | "No drug interaction conflicts allowed"
predicate: dosage_safe: prescribed_mg <= max_daily_mg | "Prescribed dose exceeds maximum daily limit"
predicate: prescriber_valid: prescriber_valid == 1

Features Demonstrated

Section titled “Features Demonstrated”
  • eta_cap for evidence freshness
  • Conditional evidence (require_evidence IF schedule_class >= 2)
  • Field-to-field comparison (prescribed_mg <= max_daily_mg)

Next Steps

Section titled “Next Steps”