Patient Summary
| Patient ID | P-2025-00020 |
| Age / Sex | 20 / Female |
| Ward | Emergency |
| Sample | CSF |
| Collected | 13 Apr 2025 19:27 |
Diagnostic Prediction
Likely Organism
Staphylococcus aureus
97%
🦠
Confidence: High
Antibiotic Recommendation
Recommended
Ceftazidime-avibactam
Why this drug?
- ✓ High predicted efficacy
- ✓ Active against detected resistance genes
- ✓ Good penetration (blood)
Confidence 94%
Resistance Prediction
| Antibiotic | Prediction | Probability |
|---|
| Meropenem |
Resistant |
95% |
| Ciprofloxacin |
Resistant |
88% |
| Gentamicin |
Sensitive |
76% |
| Amikacin |
Sensitive |
72% |
| Colistin |
Sensitive |
90% |
Explainable AI (Why resistance predicted?)
- ✓ Previous carbapenem exposure
- ✓ ICU admission
- ✓ Hospital stay > 14 days
- ✓ blaNDM gene detected
- ✓ IncX3 plasmid detected
- ✓ High bacterial load
Patient Risk Score
Risk Level MODERATE RISK
Mortality Risk (30 days) 18%
REI Score Trend (Last 14 days)
Resistance Probability Profile
📊 REI Score 55 Medium
🔔 Alerts 2 Active
⌛ Sample Turnaround 5h 12m (In Progress)