ICD-10-CM Enterprise Workstation

Hospital Information Management • Clinical Authentication Gateway

Medical Coder: Access to Blind Coder workstation only (chart review & feedback)
Developer: Full access to all screens, Training Lab, Concept Lab, DB Explorer & Admin
Admin: Full administrative access to all screens, user management & system configuration

ICD-10-CM Coding

Clinical Workstation • FY2026
WORKSPACES
Healthy • 432 Codes
N
navani Administrator

Autonomous ICD-10-CM Coding Workstation

Upload a clinical chart document or paste progress notes to extract diagnosis codes and review determinations.

📁
Drop Clinical Chart (PDF / TXT)
or click to browse local files
Or Paste Clinical Narrative:

Active Clinical Chart

Document Type: Clinical Progress Note • Status: Ready for Review
Ready for Review
0 chars
Autonomous Engine Prediction
Autonomous Engine Analyzing & Predicting... ANALYZING

Evaluating clinical documentation against ICD-10-CM guidelines...

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Coder Feedback & Discrepancy Classification
Explicitly partition codes into CORRECT, INCORRECT, and MISSING categories for Auditor AI validation.
● CORRECT: 0
● INCORRECT: 0
● MISSING: 0
• •
✓

Claim Concurrence Achieved!

Both your determination and the Autonomous FY2026 Engine established identical codes.

✓ FINAL ACCEPTED STATUS

Proof Accepted & Verified by Clinical Auditor AI

The Clinical Auditor AI verified the coder's challenge against encounter documentation and officially established the accepted ground truth diagnosis codes.

Verified
Final Accepted Determination Clinical Ground Truth
Substantiated Chart Evidence Quote
Auditor Concession Rationale
Encounter Review Complete • Claim Ground Truth Locked
Autonomous Background Execution Steps
Total: -- ms
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Clinical Auditor AI

● Discrepancy Discussion • Clinical Auditor
✓

Auditor AI Conceded: Proof Formally Accepted!

Ground Truth Verified

Source Clinical Encounter Document

No chart loaded. Ingest a chart file or paste a clinical note to begin coding.
0 characters Tip: Select text to quote directly in your auditor debate defense

Engine Training Lab & Golden Data Regression Suite

Autonomous engine evolution from chart debates • Deterministic golden benchmark verification

ACTIVE ENGINE GENERATION
Generation 17
Previous: Generation 16 • Next: Generation 18
GENERATION ACCURACY
99.25%
Calibrated diagnostic accuracy
GOLDEN BENCHMARK STATUS
30 / 30 PASSED (100%)
Deterministic engine integrity fully verified
LEARNED & ACTIVE RULES
0 Learned Rules
Learned clinical patterns active
CORRECT FEEDBACK
0 Encounters
Confirmed ground-truth alignments
INCORRECT / DISPUTED
0 Encounters
Disputed & corrected predictions
MISSING CODES ADDED
0 Encounters
Secondary clinical additions
REJECTED / BLOCKED
0 Encounters
Regression-protected submissions
1 Coder Feedback
➔
2 Auditor Validation
➔
3 Validated Learning Data
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4 Concept Learning
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5 Training
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6 Regression Validation
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7 New Generation
➔
8 Fresh Engine Inference

User Action & Training Lab Activity Audit Trail

Real-time human-readable verification trace of every button click, benchmark run, state transition, and feedback action.

LIVE AUDIT ACTIVE

Engine Training Process & Generation Evolution

Clinical rule changes, regex triggers, execution steps, and accuracy gains from verified feedback.

LIVE TRAINING ACTIVE

Clinical Concept Learning Lab & Semantic Generalization Audit

Dense 384-dimensional semantic inference • Contextual clinical guardrails • Zero literal trigger memorization

GENERALIZATION ACCURACY
100.0%
Unseen paraphrases & vocabulary
NEGATIVE SPECIFICITY
100.0%
0% false-positive on exclusions
LEARNED CLINICAL CONCEPTS
1 Active
In SQLite WAL Knowledge Base
SEMANTIC DENSE EMBEDDING
384-Dim
all-MiniLM-L6-v2 (Local CPU)
🧪 Select Pre-Loaded Test Case (30 Scenarios)
30 Scenarios
Loading validation cases...
0 chars
🔬 10-Point Forensic Diagnostic Audit Trail
Awaiting Evaluation
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No Evaluation Active
Select a preset scenario on the left or paste arbitrary clinical narrative and click Evaluate to generate the complete 10-point audit contract.
📊 30-Case Validation Benchmark Results
30 / 30 Passed (100%)
# Category Clinical Text Excerpt Expected Predicted Cosine Sim Decision Source Status

SQLite Enterprise Database Architecture & ERD Visualizer

Live structural introspection of data/icd10_enterprise.db • Zero runtime Python generation
Tables 21
Total Records 2,141
Database Size 1.50 MB
Journal Mode WAL Mode
Connections 16 Links
Interactive Database Schema & Connection Topology
Primary Key Relation Link Index
Table Name Cluster Domain Columns Primary Key Rows Foreign / Semantic Links Action
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Select a Table

Click any table node on the left to inspect
0 Rows 0 Columns PK: None

Table Relationships & Cross-References (0)

Column Schema Definitions

Column Type Key Nullable Default
Page 1 of 1

User Accounts & Access Control Console

Enterprise HIM Role-Based Access Control • Live SQLite Database Directory • PBKDF2 Hashed Credentials
Total Accounts
👥
4 4
Registered in SQLite Master
Active Users
🟢
4
Authorized for workstation login
Deactivated
⏸️
0
Access suspended
Medical Coders
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2
Blind Coder Workspace Only
Developers
⚙️
1
Coder + Engine Training Lab
Administrators
🛡️
1
Full System Superusers
Showing 0 accounts
User Account Display / Full Name Assigned Role Account Status Created Date Actions
Loading active user directory...

Ingest Clinical Encounter Chart

📁
Drag & Drop Clinical PDF / Text Chart Here
Upload clinical document for autonomous coding and auditor evaluation

Clinical Auditor AI Settings

The Clinical Auditor AI evaluates coder rebuttals and generates cognitive backtracking hints during discrepancies. Code prediction is 100% deterministic rules-based; AI is used strictly for the interactive defense.

Current Status: None (Using Built-In Strict Clinical Evidence Evaluator)
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Clinical Authentication Gateway

Sign in to access your isolated clinical workspace, coder dispute logs, and audit trails. Sessions are isolated and secure.

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Provision New User Account

Create enterprise credentials with PBKDF2-HMAC-SHA256 encryption

3-30 letters, numbers, or underscores
Shown across audit ledgers
Medical Coder: Can analyze encounter notes and debate discrepancies with AI Auditor. Restricted from database and lab.
✏️

Edit User Profile & Role

Modify credentials, RBAC tier, or active status in real time

User identifier cannot be changed
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Confirm Permanent Deletion

This action cannot be undone

Are you sure you want to permanently delete user account ?

⚠️ Security Notice: All active sessions, authentication tokens, and user credentials will be permanently erased from the enterprise database.
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My Profile

N

Navaneethan (Admin)

@navani
Administrator 🟢 Active
Username navani
Full Display Name Navaneethan (Admin)
Assigned Role Administrator
Account Status Active (Session Authenticated)