Cardiomcx – GOXA Atelier

Good evening, Professor

CardioMCX has prepared the cases where your review creates the most training value.

Current Champion

CardioMCX 1.8.4

Validated · Dataset DS-0044 · 28,441 cases

● VERIFIED

Awaiting expert review

17

5 high-value · 12 standard

Adjudication

6

Disagreement between reviewers

Model lineage

Every model remains attributable, versioned and recoverable.

Version	Dataset	Created	Integrity	Status
1.8.4	DS-0044	Sep 02	SHA-256 verified	Champion
1.8.3	DS-0043	Aug 29	SHA-256 verified	Archived
1.8.2	DS-0042	Aug 25	SHA-256 verified	Archived

Expert Review

One case. One decision. Maximum signal for the model.

CASE MCX-002847

Clinical context

Age range55–64

SymptomsChest pain · 42 min

TroponinPending

Your assessment

Confidence

Model Vault

The protected memory of CardioMCX. Nothing is overwritten; every version remains recoverable.

Current Champion

1.8.4

TR-0192 · DS-0044 · SHA-256 ✓

Stored versions

41

0 missing · 0 checksum errors

Offsite backup

100%

Last verified 14 min ago

Version	Dataset	Run	Integrity	Action
1.8.4	DS-0044	TR-0192	Verified	Download
1.8.3	DS-0043	TR-0185	Verified	Restore candidate
1.8.2	DS-0042	TR-0171	Verified	Restore candidate

Admin Studio

Quiet operational control. Clinical work stays on the other side.

SYSTEM HEALTHY

Expert contribution quality

Dr A. Kowalski

3,204 cases · 94% agreement

Included

Dr B. Nowak

2,882 cases · 91% agreement

Included

Dr C. Zieliński

3,011 cases · deviation Aug 15–29

Review

Protected assets

Expert annotationsReplicated

Dataset VaultVersioned

Model VaultImmutable

Audit trailActive

Cases

Canonical repository of ECG cases with provenance and review history.

Case repository surface reserved for the next pass.

Adjudication

Resolve disagreement without erasing either expert opinion.

Dual-review comparison surface reserved for the next pass.

Dataset Vault

Immutable training datasets with lineage, exclusions and reproducible recipes.

Dataset versioning surface reserved for the next pass.

Dashboard

Good evening, Professor

Current Champion

Awaiting expert review

Adjudication

Model lineage

Expert Review

Clinical context

Your assessment

Model Vault

Current Champion

Stored versions

Offsite backup

Admin Studio

Expert contribution quality

Protected assets

Cases

Adjudication

Dataset Vault

Szanujemy Twoją prywatność

Ustawienia prywatności