Clinical

NoteSummarize-Clin

NoteSummarize-Clin is a SYNTHETIC/DEMO clinical model for clinical note summarization. Outputs are deterministic demo values — NOT for clinical use. Trained (synthetically) on de-identified multi-modal data.

Multi-modal Genoma Institute License: BSD-3-Clause v4.4.5 RTG 4.0 DL 119,694
SYNTHETIC DEMOAll outputs are deterministic demo data — not for clinical use, not real medical inference.

Metrics

MetricValueSplit
ROUGE-L0.86Synthetic hold-out
Calibration (ECE)0.035Synthetic
InputsOutputs
Free-text clinical noteStructured summary

Run a synthetic prediction

Returns a deterministic synthetic result — clearly labeled, not for clinical use.

API integration

Call this model from your pipeline (demo — no real key required):

import requests
r = requests.post("https://api.biofoundry.ai/v1/models/bf-042-notesummarize-clin/predict",
    headers={"Authorization": "Bearer <API_KEY>"},
    json={"input": "<free-text clinical note>"})
print(r.json())  # -> synthetic demo prediction

See the API reference · JSON: /api/models/bf-042-notesummarize-clin

Version history

VersionStatusNotes
v4.4.0ArchivedSynthetic release note 0
v4.4.1ArchivedSynthetic release note 1
v4.4.2ArchivedSynthetic release note 2
v4.4.3ArchivedSynthetic release note 3
v4.4.4ArchivedSynthetic release note 4
v4.4.5CurrentSynthetic release note 5

Community contributions: 127 synthetic contributors have submitted evaluations and fine-tunes.