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Table 5 Precision and recall for the first clinical question. Precision and recall of the automated resource discovery in attempting to find solutions to the first clinical question as compared to results manually identified by domain experts based on the description of the tools

From: Semantic biomedical resource discovery: a Natural Language Processing framework

 

Tools identified

Precision (%)

Recall (%)

#Best rank of tools that can solve the question at once (no pipelines)

Free Text

164

40

73

3 out of 164

NLP Framework

11

100

14

1st