Table 3.

Top 10 features for both positive and negative cases

PositiveNegative
PositiveNegative
COVIDCOVID negative
covidpunctminusnumrsv
COVID positiveDaycare
covidpunctminusnum confirmedTemperature num
covidpunctplusNegative
COVID punctplusCOVID negative
Confirmed followElevated
CoronavirusAmoxicillin
remdesivirWheezing
PositiveNegative
PositiveNegative
COVIDCOVID negative
covidpunctminusnumrsv
COVID positiveDaycare
covidpunctminusnum confirmedTemperature num
covidpunctplusNegative
COVID punctplusCOVID negative
Confirmed followElevated
CoronavirusAmoxicillin
remdesivirWheezing

Note: Features include single tokens (i.e., unigrams) and 2-word token sequences (i.e., bigrams). Our token preprocessing step mapped some punctuation symbols to text tokens, for example, the “−” symbol to the token “punctminus.” We also mapped numbers to the token “num,” so that, for example, the string “COVID-19” would be mapped to the feature covidpunctminusnum.

Table 3.

Top 10 features for both positive and negative cases

PositiveNegative
PositiveNegative
COVIDCOVID negative
covidpunctminusnumrsv
COVID positiveDaycare
covidpunctminusnum confirmedTemperature num
covidpunctplusNegative
COVID punctplusCOVID negative
Confirmed followElevated
CoronavirusAmoxicillin
remdesivirWheezing
PositiveNegative
PositiveNegative
COVIDCOVID negative
covidpunctminusnumrsv
COVID positiveDaycare
covidpunctminusnum confirmedTemperature num
covidpunctplusNegative
COVID punctplusCOVID negative
Confirmed followElevated
CoronavirusAmoxicillin
remdesivirWheezing

Note: Features include single tokens (i.e., unigrams) and 2-word token sequences (i.e., bigrams). Our token preprocessing step mapped some punctuation symbols to text tokens, for example, the “−” symbol to the token “punctminus.” We also mapped numbers to the token “num,” so that, for example, the string “COVID-19” would be mapped to the feature covidpunctminusnum.

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