Delete src

src/streamlit_app.py

@@ -1,320 +0,0 @@
-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()