> ## Documentation Index
> Fetch the complete documentation index at: https://docs.axlprotocol.org/llms.txt
> Use this file to discover all available pages before exploring further.

# BG-007: Medical Diagnosis

> 10.41x compression. 100% parse validity. The proof experiment.

## Overview

| Metric            | Value                                      |
| ----------------- | ------------------------------------------ |
| Date              | March 21, 2026                             |
| Domain            | Oncology — ovarian cancer vs endometriosis |
| Agents            | 24                                         |
| Packets           | 1,502                                      |
| Parse validity    | 100%                                       |
| Compression ratio | **10.41x**                                 |
| Fidelity score    | F = 97.6                                   |

## The Question

Patient 7291, female, age 47. CA-125 at 285 U/mL (8.1x elevation). Complex cystic mass on ultrasound. History of endometriosis. Does she have ovarian cancer or endometriosis?

## The Deliberation

24 agents — oncologists, pathologists, radiologists, surgeons, patient advocates, clinical guidelines databases — debated across 12 rounds using only AXL packets.

Key moments:

* **Round 3:** Oncologist infers malignancy (INF.82) from CA-125 + imaging
* **Round 5:** Pathologist contradicts (CON.65) citing endometriosis history
* **Round 7:** Oncologist yields (YLD.55) — changes from malignant to uncertain
* **Round 10:** Merge (MRG.70) — both viable, biopsy indicated
* **Round 12:** Prediction convergence at 60% malignancy probability

## The Compression Proof

The same deliberation in English consumed 15,647 characters. In AXL: 1,502 characters across 1,502 packets.

**Ratio: 10.41x**

All 24 agents. All clinical data points (CA-125, HE4, ROMA score, imaging findings). All confidence levels. All belief changes. Compressed into one-line packets.

## 3D Visualization

This experiment has been rendered as both orbital and cockpit-paradigm 3D visualizations using Blender on an RTX 5090, showing agent positions, connection curves, and belief trajectory evolution in spatial form.