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Illustrative operational scenarios; historical laboratory evidence is identified separately. No live surveillance, integrations or AI models are connected.
Historical antibiogram reference
Antibiogram IntelligenceHistorical laboratory evidence · 2023 / 2024
King Abdulaziz Medical City — Riyadh · Ministry of National Guard Health Affairs
Reported isolates, not patient cases. Not live or national surveillance. S = susceptible; I = intermediate (including the colistin column). Missing values are not zero. No pooled percentages, inferred resistance or validated AI claims.
2023 · All hospital departments
Reported organism rows; counts are not summed across overlapping departments.
- Escherichia coli
- 6,221 isolates · p.8
- Klebsiella sp
- 3,556 isolates · p.8
- Pseudomonas sp
- 2,432 isolates · p.8
2024 · All hospital departments
Reported organism rows; counts are not summed across overlapping departments.
- Escherichia coli
- 6,743 isolates · p.1
- Klebsiella sp
- 3,919 isolates · p.1
- Pseudomonas sp
- 2,842 isolates · p.1
Operational values are simulated. Historical records and source-listed forecasts retain their original attribution; they are not measured GermQ outcomes.