Create app.py

app.py

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+import streamlit as st
+import google.generativeai as genai
+import os
+import time
+from datetime import datetime
+import re
+from gtts import gTTS
+import tempfile
+import base64
+
+# Page configuration
+st.set_page_config(
+    page_title="CICE 2.0 Healthcare Assessment Tool",
+    page_icon="🏥",
+    layout="wide",
+    initial_sidebar_state="expanded"
+)
+
+# Custom CSS for styling
+st.markdown("""
+<style>
+    .main-header {
+        background: linear-gradient(90deg, #0066cc, #004499);
+        padding: 20px;
+        border-radius: 10px;
+        color: white;
+        text-align: center;
+        margin-bottom: 30px;
+    }
+    .assessment-box {
+        background: #f0fdf4;
+        padding: 20px;
+        border-radius: 10px;
+        border-left: 5px solid #059669;
+        margin: 20px 0;
+    }
+    .competency-item {
+        background: #f8fafc;
+        padding: 15px;
+        margin: 10px 0;
+        border-radius: 8px;
+        border-left: 4px solid #0891b2;
+    }
+    .score-display {
+        text-align: center;
+        padding: 30px;
+        background: white;
+        border-radius: 15px;
+        box-shadow: 0 4px 6px rgba(0,0,0,0.1);
+        margin: 20px 0;
+    }
+</style>
+""", unsafe_allow_html=True)
+
+# CICE Assessment Class
+class CICE_Assessment:
+    def __init__(self, api_key):
+        if api_key:
+            genai.configure(api_key=api_key)
+            self.model = genai.GenerativeModel("gemini-2.0-flash-exp")
+        else:
+            self.model = None
+
+    def analyze_video(self, video_file):
+        """Analyze video using the 18-point CICE 2.0 assessment"""
+        if not self.model:
+            raise Exception("Please provide a valid Google API key")
+
+        # Upload video to Gemini
+        temp_path = None
+        try:
+            # Save uploaded file to temporary location
+            with tempfile.NamedTemporaryFile(delete=False, suffix='.webm') as tmp_file:
+                tmp_file.write(video_file.read())
+                temp_path = tmp_file.name
+            
+            # Upload to Gemini
+            uploaded_file = genai.upload_file(path=temp_path, display_name="healthcare_interaction")
+            
+            # Wait for processing
+            max_wait = 300
+            wait_time = 0
+            while uploaded_file.state.name == "PROCESSING" and wait_time < max_wait:
+                time.sleep(3)
+                wait_time += 3
+                uploaded_file = genai.get_file(uploaded_file.name)
+                
+            if uploaded_file.state.name == "FAILED":
+                raise Exception("Video processing failed")
+
+            # The 18-point CICE 2.0 assessment prompt
+            prompt = """Analyze this healthcare team interaction video and provide a comprehensive assessment based on the CICE 2.0 instrument's 18 interprofessional competencies.
+
+            For EACH of the following 18 competencies, clearly state whether it was "OBSERVED" or "NOT OBSERVED" and provide specific examples with timestamps when possible:
+
+            1. IDENTIFIES FACTORS INFLUENCING HEALTH STATUS
+            2. IDENTIFIES TEAM GOALS FOR THE PATIENT
+            3. PRIORITIZES GOALS FOCUSED ON IMPROVING HEALTH OUTCOMES
+            4. VERBALIZES DISCIPLINE-SPECIFIC ROLE
+            5. OFFERS TO SEEK GUIDANCE FROM COLLEAGUES
+            6. COMMUNICATES ABOUT COST-EFFECTIVE AND TIMELY CARE
+            7. DIRECTS QUESTIONS TO OTHER HEALTH PROFESSIONALS BASED ON EXPERTISE
+            8. AVOIDS DISCIPLINE-SPECIFIC TERMINOLOGY
+            9. EXPLAINS DISCIPLINE-SPECIFIC TERMINOLOGY WHEN NECESSARY
+            10. COMMUNICATES ROLES AND RESPONSIBILITIES CLEARLY
+            11. ENGAGES IN ACTIVE LISTENING
+            12. SOLICITS AND ACKNOWLEDGES PERSPECTIVES
+            13. RECOGNIZES APPROPRIATE CONTRIBUTIONS
+            14. RESPECTFUL OF OTHER TEAM MEMBERS
+            15. COLLABORATIVELY WORKS THROUGH INTERPROFESSIONAL CONFLICTS
+            16. REFLECTS ON STRENGTHS OF TEAM INTERACTIONS
+            17. REFLECTS ON CHALLENGES OF TEAM INTERACTIONS
+            18. IDENTIFIES HOW TO IMPROVE TEAM EFFECTIVENESS
+
+            STRUCTURE YOUR RESPONSE AS FOLLOWS:
+
+            ## OVERALL ASSESSMENT
+            Provide a brief overview of the team interaction quality and professionalism.
+
+            ## DETAILED COMPETENCY EVALUATION
+            For each of the 18 competencies, format as:
+
+            Competency [number]: [name]
+            Status: [OBSERVED/NOT OBSERVED]
+            Evidence: [Specific examples from the video, or explanation of why it wasn't observed]
+
+            ## STRENGTHS
+            List 3-5 key strengths observed in the team interaction
+
+            ## AREAS FOR IMPROVEMENT
+            List 3-5 specific areas where the team could improve
+
+            ## RECOMMENDATIONS
+            Provide 3-5 actionable recommendations for enhancing team collaboration and patient care
+
+            ## FINAL SCORE
+            Competencies Observed: X/18
+            Overall Performance Level: [Exemplary/Proficient/Developing/Needs Improvement]"""
+
+            response = self.model.generate_content([uploaded_file, prompt])
+            return response.text
+            
+        finally:
+            # Clean up temporary file
+            if temp_path and os.path.exists(temp_path):
+                os.unlink(temp_path)
+
+def parse_assessment_score(assessment_text):
+    """Parse the assessment text to extract score"""
+    try:
+        # Look for pattern like "X/18" in the text
+        import re
+        pattern = r'(\d+)/18'
+        match = re.search(pattern, assessment_text)
+        if match:
+            observed = int(match.group(1))
+            percentage = (observed / 18) * 100
+            
+            if percentage >= 85:
+                level = "Exemplary"
+                color = "#059669"
+            elif percentage >= 70:
+                level = "Proficient"
+                color = "#0891b2"
+            elif percentage >= 50:
+                level = "Developing"
+                color = "#f59e0b"
+            else:
+                level = "Needs Improvement"
+                color = "#dc2626"
+                
+            return observed, percentage, level, color
+    except:
+        pass
+    return 0, 0, "Unknown", "#6b7280"
+
+def main():
+    # Header
+    st.markdown("""
+    <div class="main-header">
+        <h1>🏥 CICE 2.0 Healthcare Assessment Tool</h1>
+        <p>Analyze healthcare team interactions using the 18-point CICE 2.0 interprofessional competency framework</p>
+    </div>
+    """, unsafe_allow_html=True)
+
+    # Sidebar for API key
+    with st.sidebar:
+        st.header("🔑 Configuration")
+        api_key = st.text_input(
+            "Google Gemini API Key",
+            type="password",
+            help="Enter your Google Gemini API key to analyze videos"
+        )
+        
+        if api_key:
+            st.success("✅ API Key configured")
+        else:
+            st.warning("⚠️ Please enter your Google Gemini API key")
+        
+        st.markdown("---")
+        st.markdown("""
+        ### 📋 CICE 2.0 Competencies
+        1. Health Status Factors
+        2. Team Goals Identification
+        3. Goal Prioritization
+        4. Role Verbalization
+        5. Seeking Guidance
+        6. Cost-Effective Communication
+        7. Expertise-Based Questions
+        8. Avoiding Jargon
+        9. Explaining Terminology
+        10. Clear Role Communication
+        11. Active Listening
+        12. Soliciting Perspectives
+        13. Recognizing Contributions
+        14. Team Respect
+        15. Conflict Resolution
+        16. Strength Reflection
+        17. Challenge Reflection
+        18. Improvement Identification
+        """)
+
+    # Main content
+    col1, col2 = st.columns([2, 1])
+    
+    with col1:
+        st.header("📹 Upload Healthcare Team Video")
+        
+        uploaded_file = st.file_uploader(
+            "Choose a video file",
+            type=['mp4', 'webm', 'avi', 'mov'],
+            help="Upload a video of healthcare team interaction for CICE 2.0 assessment"
+        )
+        
+        if uploaded_file is not None:
+            st.success(f"✅ Video uploaded: {uploaded_file.name}")
+            
+            # Display video
+            st.video(uploaded_file)
+            
+            # Analyze button
+            if st.button("🔍 Analyze with CICE 2.0", type="primary"):
+                if not api_key:
+                    st.error("❌ Please enter your Google Gemini API key in the sidebar")
+                else:
+                    try:
+                        assessor = CICE_Assessment(api_key)
+                        
+                        with st.spinner("🤖 Analyzing video with CICE 2.0 framework... This may take 1-2 minutes"):
+                            # Reset file pointer
+                            uploaded_file.seek(0)
+                            assessment_result = assessor.analyze_video(uploaded_file)
+                        
+                        # Parse score
+                        observed, percentage, level, color = parse_assessment_score(assessment_result)
+                        
+                        # Display summary
+                        st.markdown(f"""
+                        <div class="score-display">
+                            <h2>CICE 2.0 Assessment Results</h2>
+                            <div style="display: flex; justify-content: space-around; margin: 30px 0;">
+                                <div style="text-align: center;">
+                                    <div style="font-size: 48px; font-weight: bold; color: {color};">{observed}/18</div>
+                                    <div style="color: #6b7280;">Competencies Observed</div>
+                                </div>
+                                <div style="text-align: center;">
+                                    <div style="font-size: 48px; font-weight: bold; color: {color};">{percentage:.0f}%</div>
+                                    <div style="color: #6b7280;">Overall Score</div>
+                                </div>
+                            </div>
+                            <div style="text-align: center; padding: 20px; background: #f9fafb; border-radius: 10px;">
+                                <div style="font-size: 24px; font-weight: bold; color: {color};">Performance Level: {level}</div>
+                            </div>
+                        </div>
+                        """, unsafe_allow_html=True)
+                        
+                        # Display detailed assessment
+                        st.markdown('<div class="assessment-box">', unsafe_allow_html=True)
+                        st.markdown("### 📋 Detailed Assessment Report")
+                        st.write(assessment_result)
+                        st.markdown('</div>', unsafe_allow_html=True)
+                        
+                        # Download option
+                        st.download_button(
+                            label="📥 Download Assessment Report",
+                            data=assessment_result,
+                            file_name=f"cice_assessment_{datetime.now().strftime('%Y%m%d_%H%M%S')}.txt",
+                            mime="text/plain"
+                        )
+                        
+                    except Exception as e:
+                        st.error(f"❌ Error during assessment: {str(e)}")
+    
+    with col2:
+        st.header("ℹ️ About CICE 2.0")
+        st.markdown("""
+        The **Collaborative Interprofessional Team Environment (CICE) 2.0** instrument evaluates healthcare team interactions across 18 key competencies.
+        
+        ### 🎯 Purpose
+        - Assess interprofessional collaboration
+        - Identify team strengths
+        - Highlight improvement areas
+        - Enhance patient care quality
+        
+        ### 📊 Scoring Levels
+        - **Exemplary** (85-100%): Outstanding collaboration
+        - **Proficient** (70-84%): Good teamwork
+        - **Developing** (50-69%): Needs improvement
+        - **Needs Improvement** (<50%): Significant gaps
+        
+        ### 🚀 Getting Started
+        1. Enter your Google Gemini API key
+        2. Upload a healthcare team video
+        3. Click "Analyze with CICE 2.0"
+        4. Review detailed results
+        5. Download assessment report
+        """)
+
+if __name__ == "__main__":
+    main()