Metric_Aggregate
0.0000
Mean Score
System variance calculated across 12,000 iterations. Confidence interval: 98.3%.
Reliability_Max
0.0000
On AE Triage
Adverse Event triage logic achieved zero defect output in stress test protocol 2.5.
Operation_Task LLM-Assisted Fallback Status
Data Normalization
task_01_mode
0.992
0.831
Stable
Semantic Mapping
task_02_sym
0.979
0.764
Stable
Entity Extraction
task_03_model
0.986
0.889
Stable
Inference Strategy Analysis

The CTT framework utilises a hybrid fail-safe inference strategy. By orchestrating a tiered execution model, the system first attempts complex LLM-driven synthesis. Should the confidence interval fall below the threshold (T < 0.94), the system auto-switches to a deterministic fallback logic. This dual-track architecture ensures zero-latency response without compromising data integrity or clinical precision.