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| # Patient Sample Evaluation Module 🏥 | |
| ## Overview | |
| A professional patient sample evaluation module has been added to your medical AI interface, allowing medical experts to rate and provide feedback on AI-generated patient summaries, with support for sentence-level commenting. | |
| ## Features | |
| ### 1. Patient Sample Evaluation System | |
| - **Overall Quality Rating**: 1-5 scale evaluation of AI summary quality | |
| - **Medical Accuracy**: Evaluate accuracy of medical information | |
| - **Clinical Relevance**: Assess clinical value of the summary | |
| - **Completeness**: Evaluate information completeness of the summary | |
| - **Clarity & Organization**: Assess clarity of expression and logical structure | |
| ### 2. Sentence-level Comment System | |
| - Provide specific comments for each sentence of AI summary | |
| - Support sentence numbering format: `Sentence number: Comment content` | |
| - Track specific issues and improvement suggestions | |
| - Detailed sentence-by-sentence analysis capability | |
| ### 3. Patient Data Management | |
| - Evaluation based on real patient samples | |
| - Display original patient data and AI-generated summaries | |
| - Automatically save in JSON and CSV formats | |
| - Link patient ID with evaluation data | |
| ## Usage | |
| ### For Medical Experts | |
| 1. **Select Patient Sample** | |
| - Choose a case to evaluate from the patient sample list | |
| - System will automatically display original patient data and AI-generated summary | |
| 2. **Conduct Evaluation** | |
| - Enter your name | |
| - Compare original data with AI summary | |
| - Use sliders for multi-dimensional rating (1-5 scale) | |
| - Provide overall feedback | |
| 3. **Sentence-level Comments** (Optional) | |
| - In the "Sentence-by-Sentence Comments" section | |
| - Provide detailed comments for specific sentences | |
| - Format: `1: Comment for first sentence` | |
| 4. **Submit Evaluation** | |
| - Click "Submit Patient Evaluation" button | |
| - System will confirm successful save and reset form | |
| ### For Administrators | |
| 1. **View Statistics** | |
| - Click "Refresh Statistics" to view patient evaluation data | |
| - Includes average ratings, expert count, patient count, sentence comment count, etc. | |
| 2. **Export Data** | |
| - Click "Export Data" to download CSV file | |
| - For further analysis and research | |
| ## Data Storage Structure | |
| Evaluation data is stored in two formats: | |
| 1. **JSON files** (detailed data) | |
| - Individual evaluation files with timestamp | |
| - Complete evaluation information including ratings and comments | |
| 2. **CSV file** (summary data) | |
| - Master file for all evaluations | |
| - Easy to import into analysis tools | |
| ## Multi-Admission Support | |
| - Same patients may have multiple hospital admissions | |
| - Each admission is treated as a separate evaluation case | |
| - Clear labeling: "Patient [ID] - Admission [Number] (ID: [Admission ID])" | |
| ## Google Drive Integration | |
| - Automatic backup of all evaluation data to cloud | |
| - Secure access with your Google account | |
| - Version control with timestamps | |
| - Easy sharing and collaboration | |
| This module provides comprehensive evaluation capabilities for AI-generated medical summaries while maintaining data integrity and providing valuable feedback for system improvement. |