README.md

metadata

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.

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.