---
title: CICE 2.0 Healthcare Assessment Tool
emoji: 🏥
colorFrom: blue
colorTo: green
sdk: streamlit
sdk_version: 1.49.1
app_file: app.py
pinned: false
license: mit
---

# CICE 2.0 Healthcare Assessment Tool

This application provides an AI-powered assessment of healthcare team interactions using the CICE 2.0 (Collaborative Interprofessional Team Environment) framework. It evaluates team collaboration across 18 key interprofessional competencies.

## Features

- **Video Upload**: Upload healthcare team interaction videos in multiple formats (MP4, WebM, AVI, MOV)
- **AI Analysis**: Uses Google Gemini 2.0 Flash for intelligent video analysis
- **CICE 2.0 Assessment**: Comprehensive evaluation based on 18 interprofessional competencies
- **Detailed Reports**: Provides specific feedback, strengths, and improvement recommendations
- **Performance Scoring**: Categorizes team performance into Exemplary, Proficient, Developing, or Needs Improvement
- **Downloadable Results**: Export assessment reports as text files

## CICE 2.0 Competencies Evaluated

1. **Health Status Factors** - Identifying factors influencing patient health
2. **Team Goals Identification** - Establishing clear team objectives
3. **Goal Prioritization** - Focusing on health outcome improvements
4. **Role Verbalization** - Clear communication of professional roles
5. **Seeking Guidance** - Consulting colleagues when uncertain
6. **Cost-Effective Communication** - Discussing efficient care delivery
7. **Expertise-Based Questions** - Directing queries to appropriate team members
8. **Avoiding Jargon** - Using accessible language
9. **Explaining Terminology** - Clarifying technical terms when needed
10. **Clear Role Communication** - Articulating responsibilities
11. **Active Listening** - Demonstrating engagement and attention
12. **Soliciting Perspectives** - Actively seeking team input
13. **Recognizing Contributions** - Acknowledging valuable input
14. **Team Respect** - Maintaining professionalism
15. **Conflict Resolution** - Handling disagreements collaboratively
16. **Strength Reflection** - Identifying successful interactions
17. **Challenge Reflection** - Discussing improvement areas
18. **Improvement Identification** - Suggesting enhancement strategies

## How to Use

1. **Setup**: Enter your Google Gemini API key in the sidebar
2. **Upload**: Select and upload a healthcare team interaction video
3. **Analyze**: Click "Analyze with CICE 2.0" to start the assessment
4. **Review**: Examine the detailed competency evaluation and scoring
5. **Download**: Save the assessment report for future reference

## Performance Levels

- **Exemplary (85-100%)**: Outstanding interprofessional collaboration
- **Proficient (70-84%)**: Good teamwork with minor areas for improvement
- **Developing (50-69%)**: Adequate collaboration with notable improvement needs
- **Needs Improvement (<50%)**: Significant gaps in team collaboration

## API Key Required

This application requires a Google Gemini API key to function. You can obtain one from the [Google AI Studio](https://makersuite.google.com/app/apikey).

## Privacy and Security

- Videos are temporarily processed by Google Gemini for analysis
- No video content is permanently stored by this application
- API keys are handled securely and not stored

## About CICE 2.0

The Collaborative Interprofessional Team Environment (CICE) 2.0 instrument is a validated tool for assessing interprofessional collaboration in healthcare settings. It provides objective measures of team effectiveness and identifies specific areas for improvement in patient care delivery.