Table 7.

Evaluation of BERT^a models for Mental Health America states over 3 months (January, February, and March 2020) [53,94].

Mental Health America states with depression and drug use	vanillaBERT (2020; months)	Druguse-BERT (2020; months)	Depression BERT (2020; months)
Tennessee	February and March	February and March	February and March
Alabama	February	February and March	February
Oklahoma	March	February and March	February and March
Kansas	February	January and February	January and February
Montana	March	February	February and March
South Carolina	March	March	February and March
Alaska	February and March	January, February, and March	February and March
Utah	March	March	March
Oregon	None	February	None
Nevada	February	February	February

^aBERT: bidirectional encoder representations from transformers.