Human-AI Collaboration
EvidAI is designed as a partnership between human expertise and artificial intelligence, combining the best of both.
The Partnership Model
What AI Does Best
- Processing large volumes quickly
- Consistent application of rules
- Pattern recognition across studies
- Tireless attention to detail
- Citation and reference tracking
What Humans Do Best
- Clinical judgment and context
- Novel situation handling
- Ethical considerations
- Final decision authority
- Quality interpretation
Working Together
The combination delivers:
- Speed of automation
- Quality of expertise
- Transparency of process
- Reliability of verification
Confidence-Based Routing
How It Works
Every AI decision includes a confidence score:
- High confidence (>90%): AI proceeds, human verifies
- Medium confidence (70-90%): Human review recommended
- Low confidence (<70%): Human decision required
Benefits
- AI handles clear-cut cases
- Humans focus where expertise matters
- Efficiency without accuracy loss
- Complete audit trail
Verification Workflows
Quick Verification
For high-confidence AI decisions:
- Review AI recommendation
- Check supporting evidence
- Approve or correct
- Move to next item
Detailed Review
For uncertain cases:
- See AI analysis and reasoning
- Access relevant document sections
- Review multiple perspectives
- Make informed decision
- Optionally provide feedback
Feedback and Learning
Correction Impact
When you correct AI decisions:
- Decision is logged for learning
- Similar cases re-evaluated
- Model performance improves
- Future accuracy increases
Team Calibration
Your team's decisions help:
- Customize to your standards
- Adapt to specialty areas
- Improve over time
- Maintain consistency
Override Capabilities
Always in Control
You can always:
- Override any AI recommendation
- Disable AI for specific tasks
- Adjust confidence thresholds
- Require human review
Override Documentation
All overrides are:
- Logged for audit trail
- Available for review
- Part of reproducibility record
Best Practices
For Optimal Collaboration
- Review AI reasoning, not just decisions
- Provide corrections consistently
- Trust high-confidence recommendations
- Focus attention on uncertain cases
For Quality Assurance
- Spot-check automated decisions
- Monitor accuracy over time
- Calibrate thresholds for your needs
- Document override reasoning