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Table 6 Results for entity recognition using our best performing model (SciBERT uncased) in P, R, and F1-score

From: Explanatory argumentation in natural language for correct and incorrect medical diagnoses

Entity

P

R

F1

Other

0.93

0.91

0.92

Age Group

1.00

0.97

0.98

Finding

0.85

0.88

0.86

Location

0.74

0.80

0.77

No Symptom Occurrence

0.79

0.72

0.75

Population Group

0.88

0.95

0.91

Sign or Symptom

0.83

0.82

0.82

Temporal Concept

0.78

0.87

0.82

Weighted avg

0.89

0.89

0.89

Macro avg

0.85

0.86

0.86