Table 2.

Precision, recall and F1-scores for clinical role prediction, comparing a heuristic-based method and a neural network-based Graphormer for track scoring

Role	Heuristic-based			Graphormer
	Prec	Rec	F1	Prec	Rec	F1
Patient	0.99	0.98	0.99	0.99	0.92	0.96
Head surgeon	0.93	1.00	0.96	0.96	1.00	0.98
Assistant surgeon	0.74	0.74	0.74	0.87	0.96	0.91
Circulating nurse	0.65	0.60	0.62	0.91	0.86	0.88
Anesthetist	0.61	0.45	0.52	0.72	0.52	0.60
Macroaverage	0.78	0.75	0.77	0.89	0.85	0.87

Bold indicates the best result between heuristic based and graphormer based