README.md

metadata

title: OncoLife Symptom & Triage Assistant
emoji: 🏥
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 4.44.0
app_file: Oncolife/app.py
requirements_file: requirements.txt
pinned: false

OncoLife Symptom & Triage Assistant

A specialized medical chatbot that performs both symptom assessment and clinical triage for chemotherapy patients. The assistant guides users through structured symptom reporting and determines whether responses require escalation to their care team.

Features

• 🤖 Powered by BioMistral-7B medical foundation model
• 🏥 Oncology-specific symptom assessment and triage
• 📊 CTCAE and UKONS severity grading
• 🚨 Red flag detection and immediate escalation
• 💬 Structured conversation workflow
• ⚡ Real-time triage recommendations
• 🛡️ Safety protocols and legal disclaimers

Workflow

1. Symptom Collection: Ask for and identify patient symptoms
2. Severity Assessment: Rate each symptom (mild/moderate/severe)
3. Red Flag Detection: Check for immediate escalation needs
4. Grading: Apply CTCAE or UKONS severity criteria
5. Targeted Questions: Ask utility-based follow-up questions
6. Triage Decision: Determine if care team contact is needed
7. Summary: Provide structured assessment with recommendations

Safety Protocols

• No Medical Advice: Never provide treatment recommendations
• Oncology Team Redirect: Always refer to care team for medical decisions
• Immediate Escalation: Escalate dangerous symptoms immediately
• Legal Disclaimers: Include required legal language at session end
• Emergency Protocols: Handle suicidal ideation and dangerous language

Usage

Simply describe your symptoms or concerns, and the assistant will guide you through a structured assessment to determine if you need to contact your care team.

Examples

• "I'm feeling nauseous and tired"
• "I have a fever of 101"
• "My neuropathy is getting worse"
• "I'm having trouble eating"
• "I feel dizzy and lightheaded"

Important Disclaimers

This assistant is designed to help assess symptoms and determine if escalation to your care team is needed. It cannot provide medical advice or treatment recommendations. Always contact your oncology team for medical decisions.

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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference