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Table 6 Topic classification results from title

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

Class Precision Recall F1
Diagnosis 0.71 (0.06) 0.61 (0.08) 0.66 (0.07)
Etiology 0.69 (0.04) 0.52 (0.08) 0.59 (0.04)
Experiences and perceptions; consequences; social, political, economic aspects 0.80 (0.10) 0.38 (0.07) 0.51 (0.07)
Infection prevention and control 0.72 (0.23) 0.11 (0.02) 0.18 (0.03)
Interventions targeted at system level 0.23 (0.27) 0.08 (0.12) 0.11 (0.17)
Interventions to treat the infected patient 0.73 (0.06) 0.39 (0.04) 0.51 (0.04)
Prevalence and incidence 0.63 (0.07) 0.28 (0.03) 0.39 (0.04)
Prognosis 0.73 (0.05) 0.61 (0.04) 0.66 (0.02)