evaluation_module_readme.md

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.