cxr-k1 0.1.0

CXR-K1 Model - Flagship claim analysis model with 7-plane fusion

CXR-K1 Model

Flagship CXR claim analysis model with full 7-plane fusion.

Installation

pip install cxr-k1

Quick Start

from cxr_k1 import analyze

claim = {
    "claimId": "CLM-001",
    "patientId": "PAT-001",
    "providerId": "PROV-001",
    "serviceDate": "2024-01-15",
    "procedureCode": "99213",
    "billedAmount": 120.0,
    "metadata": {"reviewThreshold": 0.8}
}

result = analyze(claim, tenant_id="tenant-123")
print(result["verdict"])  # approved/denied/pending_review

Features

• 7-Plane Fusion: Structured, Unstructured, Contextual, Patient, Provider, Payer, Temporal
• All 7 Context Types: Comprehensive context gathering
• Maximum Precision: Best precision and recall
• Balanced Speed: Optimized for production use

Model Capabilities

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

Usage

from cxr_k1 import get_model

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