Sapio HealthSapio Health
  • Today
  • Patients
  • Inbox
  • Calendar
Insight
  • Population
  • Quality (QOF)
System
  • Models
  • Data feeds
  • Settings
Practice trajectory
-26%
JD
Dr John Dolittle
Ashford Vale Medical Group
Insight

Models

4 engines · 3,540 inferences in the last 24h · all healthy
Service 3

Horizon-1

healthy
Continuous physiological simulation
Version
2026.04.2
Retrained
2026-03-29
24h inferences
1,386
14-day inference volume
Latency
214 ms
Service 4

Detection Engine

healthy
Three-zone CVD classifier
Version
2026.03.4
Retrained
2026-02-18
24h inferences
1,042
14-day inference volume
Latency
38 ms
Service 5

AIME

healthy
Trajectory-grounded correspondence
Version
2026.04.1
Retrained
2026-04-02
24h inferences
248
14-day inference volume
Latency
1820 ms
Service 7

Coding Engine

healthy
Trajectory-justified ICD-10 / CPT
Version
2026.02.1
Retrained
2026-01-24
24h inferences
864
14-day inference volume
Latency
78 ms
Observability

Recent incidents & retrains

Automatic monitoring — warn / critical thresholds on calibration, drift, and latency.

  1. Nightly retrain completedinfoHorizon-116/04/2026, 04:12
    Horizon-1 2026.04.2 retrain completed in 38 minutes · 412M datapoints · calibration within tolerance.
  2. Gray-zone volume drift +9%warnDetection Engine15/04/2026, 22:40
    Week-on-week gray-zone share increased 51→56%. Under automatic monitoring — no action required yet.
  3. Clinician edit rate trending downinfoAIME15/04/2026, 16:05
    Edit-rate at 34%, lowest on record. Referral class particularly improved post style-sheet update.
  4. Specificity bias plateauwarnCoding Engine14/04/2026, 09:20
    Specificity has plateaued at 0.81 for three weeks. Candidate retraining slot next scheduled 2026-04-28.