Table 3.

Performance of the Transformer based DL tools at the three sites.

	WCM (n=301)		NM (n=400)		UF (n=400)
	Bio_ClinicalBERT	GatorTron	Bio_ClinicalBERT	GatorTron	Bio_ClinicalBERT	GatorTron
PSH
Accuracy	0.89	0.93	0.74	0.79	0.91	0.87
Precision	0.90	0.93	0.75	0.81	0.86	0.80
Recall	0.89	0.92	0.74	0.79	0.91	0.87
F1-score	0.88	0.92	0.73	0.78	0.88	0.83
FSH
Accuracy	0.90	0.91	0.84	0.91	1.00	1.00
Precision	0.88	0.85	0.79	0.89	1.00	1.00
Recall	0.90	0.91	0.84	0.91	1.00	1.00
F1-score	0.88	0.88	0.81	0.90	1.00	1.00