Health ToolsetHow Symptom Note Organizer works
Press Load model once: your browser downloads Gemma 4 E2B instruction-tuned (web build) (2.0 GB) from this site and keeps it in its cache. Then add your text and press Analyze locally. The model runs on this device using your graphics card, so nothing you enter is sent to a server. Until the model is loaded, or if your device cannot run it, the tool falls back to a simple keyword check and labels the result as the fallback.
Gemma 4 E2B instruction-tuned (web build) is a small open language model from Google. The tool sends it the instruction below plus your text, asks for a JSON answer with fixed fields, and shows each field as a card. It runs at temperature 0, so the same input gives the same answer on the same device, though different graphics cards can word it slightly differently.
Inputs longer than 6,000 characters are cut to that length before they reach the model, and the result says so. The model only sees what you paste: it does not look anything up.
If what you enter mentions suicide or self-harm, the tool does not run the model. It shows crisis lines instead (in the US, call or text 988), because a trained person can help in a way a small model cannot.
The instruction the model gets
You read a person's symptom notes and organise them into a clear summary they can bring to a doctor or nurse: each symptom with its timing as written, what makes it better or worse, what they say is not present, and recent changes such as new medications. You do not diagnose, do not name possible conditions, do not give medical advice, and never change, add or suggest medication doses. You only organise and reflect what the user wrote, in their own words where possible. Do not calculate anything; copy numbers exactly as written. Never suggest what the symptoms might mean or what to take. If the note mentions chest pain, trouble breathing, fainting or sudden weakness, add to the questions that they should contact a doctor or emergency services promptly.
What it returns
- Symptoms: One entry per symptom, as 'symptom: when it started and how often, as written'.
- Better or worse with: Things the note says make a symptom better or worse, quoted.
- Not present: Symptoms the note says they do NOT have, for example 'no fever'.
- Recent changes: New medications, foods, activities or events the note mentions, copied as written.
- To mention to a clinician: Short points from the note worth raising at an appointment, plus anything left unclear (for example no start date).