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CXR-K-Audit1 Model - Compliance and audit-focused analysis

Project description

CXR-K-Audit1 Model

Compliance-focused CXR model emphasizing policy adherence and documentation requirements.

Installation

pip install cxr-k-audit1

Quick Start

from cxr_k_audit1 import analyze

claim = {
    "claimId": "CLM-AUD-001",
    "patientId": "PAT-001",
    "providerId": "PROV-001",
    "serviceDate": "2024-01-15",
    "procedureCode": "99213",
    "documentation": {...},  # Provide supporting docs
}

result = analyze(claim, tenant_id="tenant-123")
print(result["explanation"]["compliance"])

Features

  • 7-plane fusion with emphasis on policy evidence
  • Compliance scoring and documentation checks
  • Audit-specific explanations

Model Capabilities

  • Fusion Planes: 7
  • Monte Carlo: No
  • Speed Profile: Balanced
  • Precision Level: Maximum
  • Compliance Focus: Yes

Usage

from cxr_k_audit1 import get_model

model = get_model()
result = model.analyze(claim, tenant_id)

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