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. 2021 Oct 21;22(Suppl 11):496. doi: 10.1186/s12859-021-04396-x

Table 7.

Topic classification results from abstract

Class Precision Recall F1
Diagnosis 0.72 (0.09) 0.68 (0.06) 0.70 (0.03)
Etiology 0.69 (0.06) 0.50 (0.04) 0.58 (0.04)
Experiences and perceptions; consequences; social, political, economic aspects 0.79 (0.08) 0.45 (0.05) 0.57 (0.06)
Infection prevention and control 0.77 (0.13) 0.21 (0.05) 0.33 (0.07)
Interventions targeted at system level 0.65 (0.21) 0.15 (0.07) 0.23 (0.10)
Interventions to treat the infected patient 0.75 (0.08) 0.38 (0.04) 0.50 (0.04)
Prevalence and incidence 0.71 (0.06) 0.30 (0.06) 0.42 (0.05)
Prognosis 0.74 (0.02) 0.56 (0.06) 0.63 (0.03)