Eval Metrics

all demo data

Cases processed

Urgency accuracy

90%

Guideline accuracy

88%

Avg confidence

85%

Routed to human

10%

Patients reached

85%

Confusion matrix — Predicted vs. actual urgency

Diagonal = correct predictions

Predicted →	Urgent	Short interval	Routine	No follow-up
Urgent	5	0	0	0
Short interval	0	6	1	0
Routine	0	0	5	0
No follow-up	0	0	0	3

Case	Predicted	Actual	Confidence	Result
RR-001	Urgent	Urgent	91%	Correct
RR-002	Routine	Routine	87%	Correct
RR-003	Urgent	Urgent	78%	Correct
RR-004	No follow-up	No follow-up	93%	Correct
RR-005	Short interval	Short interval	68%	Correct