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. 2023 Jul 3;25:e46484. doi: 10.2196/46484

Table 2.

Sample false-positive and false-negative tweets of the COVID-Twitter-BERT classifier (with the keywords that matched the data collection query in italics).

Number Tweet Actual Predicted
1 I am always advocating for people to get the vaccine,“ says @QCC_CUNY Public Safety Specialist Doodnauth Singh. ”It is safe and has been tested a lot. I am in excellent health, but tested positive for COVID in December. Stay safe, not sorry.“ +
2 I just received the results of my COVID Antibody test. After 6 months from my 2nd shot, I am happy to report that I tested POSITIVE!!!! +
3 After another night in the hospital I’ve decided I won’t let Covid take me out! I’m Hanging on! +
4 Me and my bf literally sleep in the same bed everyday his covid test was negative mines was positive this is crazy Inline graphic +
5 I've had and recovered from covid getting monoclonal antibodies. I got the J & J vaccine. I read that I have a 90% chance of not contracting covid again and a 100% chance of not being hospitalized. Are these numbers true? +