Table 4.

Results of the SDOH classifier on the SHAC_M test set when trained on the SHAC_M, SHAC_M+SHAC_W, and SHAC_M+In-House datasets

	Training set	Precision	Recall	F1
Overall (Triggers+Args)	SHACM	0.8213	0.8580	0.8392
	SHACM+SHACW	0.8417	0.8718	0.8565
	SHACM+In-House	0.8280	0.8698	0.8484
Alcohol (Trigger)	SHACM	0.9830	0.9416	0.9619
	SHACM+SHACW	0.9831	0.9448	0.9636
	SHACM+In-House	0.9796	0.9351	0.9568
Drug (Trigger)	SHACM	0.9722	0.9259	0.9485
	SHACM+SHACW	0.9832	0.9312	0.9565
	SHACM+In-House	0.9776	0.9259	0.9511
Tobacco (Trigger)	SHACM	0.9804	0.9346	0.9569
	SHACM+SHACW	0.9805	0.9408	0.9602
	SHACM+In-House	0.9772	0.9346	0.9554
Employment (Trigger)	SHACM	0.9273	0.9107	0.9189
	SHACM+SHACW	0.9167	0.9167	0.9167
	SHACM+In-House	0.9231	0.9286	0.9258
Living status (Trigger)	SHACM	0.9620	0.9421	0.9520
	SHACM+SHACW	0.9784	0.9380	0.9578
	SHACM+In-House	0.9588	0.9628	0.9608

SDOH: social determinants of health; SHAC: Social History Annotation Corpus. The highest scores are bolded.