Forge · 0xC39b…2d64
LIVEClassificationOff-chain manifestClinical Note De-Identification
A model that detects and redacts protected health information in free-text clinical notes, so hospitals can share data for research without leaking patient identity.
Contributions
3
Phase
LIVE
Window
Closed
Creator
0x4f18…CfE8
Contribution window closed · view on explorer ↗
About this Forge
What it's training, and why
De-identification is the gate on every clinical-data-sharing project, and off-the-shelf PII scrubbers miss the long tail of clinical phrasing. This Forge trains a sequence labeller on contributed, expert-redacted notes — names, dates, MRNs, locations, rare identifiers — and scores contributions by their effect on held-out recall, because in de-id a single miss is a breach. The resulting Ingot is openly runnable so smaller institutions aren't priced out.
Base model
ModernBERT-base
Task
Classification
Fine-tune
FULL
Eval metric
F1
Holdout size
4,000
Who should contribute
This Forge needs
- →Clinical NLP annotators contributing labelled spans
- →Hospitals donating consented or synthetic note sets
- →Compute providers for the labelling-model fine-tune
- →Backers funding the adversarial recall eval
Participate
Where this Forge goes next
- 01
Contributions are locked
The window for this Forge has closed — new data/compute/capital can't change ownership of this Ingot.
- 02
Watch attribution settle
Follow the live attribution panel below as the TEE-attested score vector resolves each contributor's share.
- 03
Use the resulting Ingot
Once LIVE, run the model via Foundry's OpenAI-compatible proxy — revenue from that usage routes back to contributors.
- 04
Fork it in a new Forge
Start a downstream Forge from this Ingot. Lineage and attribution carry forward automatically.
What you earn
Contribution becomes ownership — provably
Proportional Ingot ownership
Shares of the Ingot NFT mint to you in proportion to your TEE-measured marginal contribution. Not a flat bounty — equity.
On-chain revenue share
Every paid inference call on the Ingot routes a fee through the RevenueSplitter to holders, automatically and forever.
Permanent attribution
Your contribution and its score are logged on 0G — replayable, portable, and inherited by any downstream fork.
Use cases
What the resulting Ingot unlocks
Unblock data sharing
Redact note corpora to a defensible standard before research release.
Pipeline pre-processing
Run as the first stage of any downstream clinical-NLP Forge.
Audit trail
Every redaction decision is reproducible from the on-chain attestation.
Live attribution
Marginal Δ per contribution
Score vector emitted by the TEE eval. Shares mint proportionally to these deltas.
Data
1
Compute
1
Capital
1
Eval coordinator
0x4f18…CfE8
TEE attestation
verifiedencrypted holdout
signed score vector
Holdout is decrypted only inside the enclave. The eval result carries a hardware-signed attestation; submitEvalResult on the Forge contract reverts if the attestation is invalid.
Phase
LIVE
The Ingot is live. It can be run for inference and earns revenue that routes back to contributors.
On-chain activity