Table 3.

Detailed performance for each SBDoH category for the best NLP model - BERT_general.

BERT_general	Strict			Lenient
Type	Precision	Recall	F1-score	Precision	Recall	F1-score
Gender	0.9091	0.9167	0.9129	0.9091	0.9167	0.9129
Ethnicity	0.8571	1.0000	0.9231	0.8571	1.0000	0.9231
Education	0.8857	0.8493	0.8671	0.9286	0.8904	0.9091
Smoking	0.8764	0.8764	0.8764	0.9045	0.9045	0.9045
Employment	0.6667	0.4000	0.5000	0.6667	0.4000	0.5000
Overall	0.8848	0.8734	0.8791	0.9058	0.8941	0.8999