Table 4.

Prediction of the CAS by the ML-assisted system using the test set constructed from the entire dataset.

	Predicted CAS
Reference CAS		0	1	2	3	4	5	6	7
	0	214	156	101	16	4	3	0	0
	1	253	733	589	144	41	2	0	0
	2	74	349	713	324	86	20	1	0
	3	21	84	219	308	227	54	1	0
	4	7	49	63	178	161	86	19	2
	5	0	1	12	29	42	44	25	11
	6	0	0	0	0	2	1	17	0
	7	0	0	0	0	0	1	3	7

All of 5497 test results from 30 repeated experiments were presented. The predicted CAS was generated using the ML-assisted system, and the reference CAS was evaluated by three ophthalmologists using the patients’ facial images.

CAS clinical activity score, ML machine learning.