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Table 7 Topic classification results from abstract

From: Using neural networks to support high-quality evidence mapping

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)