Clinical session · 24 June 2026
Session overview
Sixteen patients across four stations — captured to FHIR R4 / US Core 7.0.0 with synchronized recordings.
16
Patients seen
complete encounters
385
FHIR resources
R4 · US Core 7.0.0
683
Recorded interactions
all operations
817
Minutes recorded
screen · audio
33
Diagnoses coded
ICD-10 + SNOMED
75
Lab & imaging results
across the session
35
Medications recorded
reconciled + new
0.894
Mean encounter score
normalized 0–1
Session timeline
arrival → checkout, width = visit minutes, colored by acuity09:0009:1509:3009:4510:0010:1510:3010:45
Amos 38m
Grace 18m
Daniel 26m
Halima 20m
Joseph 31m
Faith 30m
Peter 28m
Mercy 20m
Samuel 20m
Rose 27m
Ibrahim 30m
Esther 31m
John 19m
Brenda 28m
Moses 26m
Sarah 18m
High acuityModerate acuityLow acuitySelect a bar to open the record
Case mix & quality
Encounter scores
each dot is one encounter · normalized 0–1 · mean 0.894
mean 0.894
0.80
0.85
0.90
0.95
1.00
Score distribution
all 16 encounters at or above the 0.80 threshold
0.90–1.008
0.80–0.898
0.70–0.790
< 0.700
Case mix
by clinical area
Primary care13
Pediatrics2
Obstetrics1
Acuity & provider load
distribution of the 16 encounters
High acuity1
Moderate acuity9
Low acuity6
Dr. Were5
Dr. Adhiambo6
Dr. Ssali5
Throughput
10.7
Patients per hour
single floor
26 min
Mean visit length
check-in to checkout
18–38 min
Visit range
fastest to slowest
100%
Consented · reconciled
16 of 16 · no PHI
All care was provided free of charge to the patient. · Capture window 09:00–10:30 EAT.