CommunityJev Tools & CLIs
Intake Router
A clinical intake router that picks a care pathway from a patient's reported reason for contact and flags whether the message needs a same-day response, without ever assigning a condition or a treatment.
- Published by
- Community
- Author
- Clinicnotes
- Last verified
- Oct 2026
- Languages
- Python
- Capabilities
- Open sourceRequires API key
Highlights
- Routes an intake message to a care pathway and flags same-day urgency in one request.
- Keeps the answer space administrative; no question asks for a condition or a dosage.
- Sends every same-day flag to a triage nurse and every low-confidence case to a person.
- Ships intake messages with embedded instructions so injection can be tested before routing.
Watch out
An administrative routing aid, not a medical device, and not validated for any clinical use; the README requires a human review path for every flagged message.
Questions about this entry
Short answers drawn from the linked project or page.
It reads a patient's reported reason for contact, picks the appropriate care pathway from a configured list, and returns a Noul for whether the message needs a same-day response, so scheduling code can act on it.
Those work on clinical text. This one works on intake messages before care starts, on the routing decision rather than a diagnosis, and it never assigns a condition or a treatment.
The question set is limited to pathway routing and urgency, and the README documents that no question asks for a condition, a medication, or a dosage. The answer space is administrative.
It is treated as untrusted input and passed in structured instructions, and the repo ships intake messages with embedded instructions to test for injection before the routing can be influenced.
Every same-day flag goes to a triage nurse, and a confidence below the floor routes the message straight to a person, so the model narrows the queue rather than opening a lane of its own.
Python 3.12, a TypeSafe key, and a de-identified intake fixture. The README notes it is not a medical device and is not validated for any clinical use.
Reactions & coverage
Posts, threads, and videos about this entry from around the web.
Facebook: Intake Router keeps diagnosis out of the answer space at the front desk.
FacebookClinicnotes
Instagram: A claim triage tool that routes suspicious claims and never denies one.
YouTube: Jev explained for routing and judging, with a comparison against LLMs.
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