15th

project_status.md

@@ -39,32 +39,19 @@
 - Improved error messages for file upload problems
 - Added handling for common CSV format variations and column name mismatches
 
-<<<<<<< HEAD
 ## Latest Updates
-- Implemented robust evaluation saving with backup mechanisms
-- Added detailed error logging for troubleshooting save failures
-- Created failsafe storage for evaluations when primary storage fails
-- Enhanced form submission handling with better validation
-- Added direct access bookmark system for evaluators
-- Improved file handling to prevent data loss
-- Addressed issues with Hugging Face Spaces environment-specific limitations
+- Simplified the user interface by removing download links from the home page
+- Enhanced the sample CSV format display with a comprehensive example table
+- Improved user experience with clearer instructions and visual examples
+- Replaced download functionality with direct examples on the page
+- Streamlined the workflow for users to start evaluations
 
-## Latest Fixes
-- Fixed template download functionality for Hugging Face Spaces
-- Implemented in-memory file generation for downloads
-- Added multiple fallback mechanisms for file downloads
-- Enhanced error logging for download operations
-- Made instructions download more robust for containerized environments
-- Implemented content-based fallbacks when files are inaccessible
-
-=======
->>>>>>> parent of 440e996 (11tg)
 ## Current Status
-- Application is ready for deployment on Hugging Face Spaces
+- Application is fully functional in the Hugging Face Spaces environment
 - All necessary files have been created and configured
 - Sample data is included for testing
-- Comprehensive user instructions are available both in-app and as downloadable files
-- Landing page now provides file upload and evaluator name entry
+- The user interface has been simplified and streamlined
+- Landing page now provides clear examples and direct upload functionality
 - Robust error handling for CSV parsing issues
 - Enhanced navigation between all pages
 - Progress tracking during evaluation process
@@ -75,31 +62,21 @@
 - MRN tracking for patient chart identification
 - Realistic clinical note examples included in sample files
 - Enhanced error reporting and diagnosis capabilities
-<<<<<<< HEAD
-- All core functionality is working, including:
-  - File upload and document parsing
-  - Evaluation form with note origin assessment
-  - Results viewing and CSV export
-  - Multiple access paths for better user experience
-- Robust error handling and recovery mechanisms
-- Comprehensive logging for troubleshooting
-- Note origin assessment (Human vs AI) feature fully implemented
 - All core functionality is working in the Hugging Face environment:
-  - File uploads and downloads
+  - File uploads and understanding of expected format
   - Evaluation form with note origin assessment
   - Results viewing and export
-  - Template and instructions access
-- Multiple
-=======
->>>>>>> parent of 440e996 (11tg)
+  - Clear examples of proper data format
+- Multiple fallback mechanisms ensure reliability in restricted environments
 
 ## Next Steps
-- Deploy application to Hugging Face Spaces
-- Test application functionality in the Hugging Face environment
+- Monitor application usage in production
+- Create user guide for sustainable deployment
 - Consider adding additional features:
   - Data visualization for evaluation results
   - Custom evaluation criteria configuration
   - User authentication for multiple evaluators (if needed in the future)
-  
+  - Analytics for evaluation trends
+
 ## Open Questions
-- None at this time 
+- None at this time - focusing on stability and user experience 

templates/index.html

@@ -131,8 +131,7 @@
                     <span class="step-number">1</span>
                     <div class="step-content">
                         <strong>Prepare your documents file</strong>
-                        <p>Create a CSV file with columns for filename, description, MRN, and note content. 
-                           You can <a href="{{ url_for('download_template') }}">download a template</a> to get started.</p>
+                        <p>Create a CSV file with columns for filename, description, MRN, and note content as shown in the example below.</p>
                     </div>
                 </div>
                 
@@ -161,6 +160,42 @@
                 </div>
             </div>
             
+            <div class="sample-table-container" style="margin: 30px 0; overflow-x: auto;">
+                <h3>Sample CSV Format</h3>
+                <p>Your CSV file should follow this format with these exact column names:</p>
+                <table class="preview-table" style="width: 100%; border-collapse: collapse; margin-top: 15px;">
+                    <thead>
+                        <tr>
+                            <th>filename</th>
+                            <th>description</th>
+                            <th>mrn</th>
+                            <th>note</th>
+                        </tr>
+                    </thead>
+                    <tbody>
+                        <tr>
+                            <td>progress_note_1.txt</td>
+                            <td>Primary Care Follow-up Visit</td>
+                            <td>MRN12345678</td>
+                            <td>Patient is a 57-year-old male with history of hypertension, type 2 diabetes, and hyperlipidemia presenting for routine follow-up. BP today is 138/82, weight stable at 87kg...</td>
+                        </tr>
+                        <tr>
+                            <td>ed_visit_note.txt</td>
+                            <td>Emergency Department Visit</td>
+                            <td>MRN87654321</td>
+                            <td>45-year-old female with no significant past medical history presents with sudden onset substernal chest pain that started 2 hours ago while at rest...</td>
+                        </tr>
+                        <tr>
+                            <td>discharge_summary.txt</td>
+                            <td>Hospital Discharge Summary</td>
+                            <td>MRN23456789</td>
+                            <td>72-year-old male with COPD admitted for community-acquired pneumonia. Patient presented with 4 days of productive cough, fever, and worsening shortness of breath...</td>
+                        </tr>
+                    </tbody>
+                </table>
+                <p style="margin-top: 15px; font-style: italic; color: #666;">Note: Ensure your CSV has these exact column names. You can add as many rows (documents) as needed for evaluation.</p>
+            </div>
+            
             <div class="upload-form">
                 <h3>Upload Documents and Begin Evaluation</h3>
                 <form method="POST" enctype="multipart/form-data" action="{{ url_for('index') }}">
@@ -172,27 +207,6 @@
                     <div class="file-input-wrapper">
                         <label for="file">Select CSV file with documents to evaluate:</label>
                         <input type="file" id="file" name="file" accept=".csv" required>
-                        <div class="preview-info">
-                            <p>Your CSV file should have these columns:</p>
-                            <table class="preview-table">
-                                <thead>
-                                    <tr>
-                                        <th>filename</th>
-                                        <th>description</th>
-                                        <th>mrn</th>
-                                        <th>note</th>
-                                    </tr>
-                                </thead>
-                                <tbody>
-                                    <tr>
-                                        <td>progress_note_1.txt</td>
-                                        <td>Primary Care Follow-up Visit</td>
-                                        <td>MRN12345678</td>
-                                        <td>Patient is a 57-year-old male with history of hypertension, type 2 diabetes...</td>
-                                    </tr>
-                                </tbody>
-                            </table>
-                        </div>
                     </div>
                     
                     <div class="submit-container">
@@ -222,14 +236,6 @@
             {% endif %}
         {% endwith %}
 
-        <div class="resource-links">
-            <p>
-                <strong>Resources:</strong> 
-                <a href="{{ url_for('download_instructions') }}">Download Instructions</a> | 
-                <a href="{{ url_for('download_template') }}">Download Template CSV</a>
-            </p>
-        </div>
-
         <div class="fallback-links" style="margin-top: 20px; padding: 15px; background-color: #f8f9fa; border-radius: 8px;">
             <h3>Direct Access to Evaluation</h3>
             <p>You can access the evaluation page directly by entering your name and clicking the button below:</p>