Research Division // Validation Repository
Validation Hub
Verifiable clinical justification for our triage systems. Testing plans and peer-reviewed datasets for veterinary ethology.
Validation Methodology Matrix
v2.0.4 // VERIFIED| Metric | Specification | P-Value | Confidence | Method |
|---|---|---|---|---|
| Input Latency | <45ms at Edge | p < 0.001 | 99.9% CI | Real-time Telemetry |
| Visual Dataset | 150k+ Frames | p < 0.005 | 95.0% CI | Expert DVM Consensus |
| Acoustic Sensitivity | 20Hz – 22kHz | p < 0.001 | 99.7% CI | Spectral Flux |
| Inference Engine | Quantized Transformer | N/A | Deterministic | Edge-only Isolation |
Testing Plans
Clinical validation roadmaps comparing AI pain indices against board-certified markings. Verifiable repeatable formats for site-specific cross-validation.
Review MethodologyProtocol Calibration
Clinical Signal Protocol benchmarks. Calibrated against Glasgow CMPS and ISO-grade veterinary standards for repeatable evidence.
System Specs