Healthcare evaluation with Jev
Inboxes mix scheduling, benefits, records, and language that your protocol treats as urgent. Jev can route administrative text you already collected. It is not a medical device, not a diagnosis engine, and not a substitute for a licensed clinician.
This unofficial page is the evaluation slice of the healthcare operations routing pack. Intent: apply the Jev (TypeSafe System One) decision model to healthcare operations routing evaluation. Primary search language: Healthcare Jev evaluation. Confirm patterns on docs.typesafe.ai. This site does not sell, issue, or proxy TypeSafe keys. Use a credential you already have from the console or a documented gateway.
Independent angle (cover ≠ clone): Admin-queue routing against your protocol excerpt — explicit non-device / non-diagnosis limits. Not a clone of a clinical-protocol product page.
Healthcare use-case context
Evaluation for healthcare operations routing is a frozen harness, not a vibe check and not an opinion-blog “Jev review.” Labels: queue gold from ops, urgent-match gold from protocol authors, and whether a nurse would have wanted the ping. We publish no unofficial accuracy.
Hub: Use cases. Compare, when the other tool is the real job: healthcare protocols.
Evaluation inputs
Replay the same contract you ship:
{
"message": { "id": "inb-19", "text": "Need to move Thursday labs; also dizzy since last night." },
"protocol": { "urgent_admin": "Chest pain, trouble breathing, or sudden neuro language → nurse_oncall queue." },
"context": { "site": "clinic-a", "channel": "patient_portal" }
}Freeze questions, criteria, and jev-1.13.0. Record the response model.
Decision signals and actions
Score these, not a blog-grade star rating:
- Missed urgent_match on a planted-phrase canary (fail closed)
- False nurse pages (alert fatigue)
- Wrong admin queue rate at your floor
Pair auto-act errors with handoff rate. If the inbox router never acts, you have not evaluated healthcare operations routing — you have evaluated a human queue.
Do not treat a Noul of 0.5 as a “medium” healthcare operations routing score — it means yes and no are equally likely. Conjunctions stay in your code.
Guardrails and escalation
Promote a threshold only when the harness says auto-act error ≤ SLA and reviewers still catch the residual. TypeSafe’s confidence-gated examples use a lower bar for recoverable reads than for irreversible actions. Those numbers are illustrations. For healthcare operations routing, treat auto_close_message as the high bar (closing a patient message or giving medical reassurance). Tune on labels — see offline evaluation.
Evaluation and rollout notes
After any criteria edit, rerun before production. Cookbook lifts you see on TypeSafe pages are vendor claims — re-measure on your patient or staff message (admin text)s. Pin jev-1.13.0 (the versioned id) after you fit thresholds. jev-latest and the marketing line jev-1.13 can move. Log the response model. TypeSafe’s published list price for jev-1.13 is $0.042 per million input tokens (vendor claim — confirm on the models page); output tokens are free on that same page. Unused distractors still bill as input.
Official Python and JavaScript SDKs read TYPESAFE_API_KEY and retry documented 429/529. This site does not sell, issue, or proxy TypeSafe keys. Use a credential you already have from the console or a documented gateway.
Pack map
| Slice | Page |
|---|---|
| Graph and primitives | decision workflow |
What may enter state |
input contracts |
| What to gather first | evidence collection |
| Atomic rules | policy checks |
| Act / review / abstain | confidence thresholds |
| Reviewer payload | human handoff |
| What to persist | audit trail |
| How it breaks | failure modes |
| Labeled replay | you are here |
| Shadow → canary | production rollout |
FAQ
Will jev.pro publish a leaderboard for this use case? No. Measure on your labels. Vendor cookbook figures stay labeled as vendor claims.
What must stay frozen? Questions, criteria, and the pinned model id. Aliases can move.
Where is the rest of the Healthcare pack? Start with Healthcare failure modes and Healthcare production rollout. Cluster hub: Use cases.
Is this a medical device or diagnostic product? No. This unofficial page is operations routing. Confirm any regulated use with your own counsel and docs.typesafe.ai.
Can we send imaging? No. State is text. Vision stacks stay elsewhere; pass labels only if a question names them.
What this page does not claim
- Not a medical device, diagnosis, or treatment recommendation.
- No sensitivity/specificity numbers.
- Not official TypeSafe.
- Official TypeSafe status, or that jev.pro issues API keys.
- That a schema-constrained answer is automatically factually correct.
Disclaimer
This is an independent unofficial site and is not affiliated with TypeSafe AI; official documentation is available at https://docs.typesafe.ai.
Primary documentation: https://docs.typesafe.ai. Hub: Use cases.
Sources
Public TypeSafe or adjacent documentation only. No private claims.