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Table 9 Performance of deduplication tools in the Cardiac dataset

From: The Automated Systematic Search Deduplicator (ASySD): a rapid, open-source, interoperable tool to remove duplicate citations in biomedical systematic reviews

 

TP

TN

FN

FP

Sensitivity (SE)

Specificity (SE)

Precision

F1

Time

Human

3136

5401

394

17

0.888 (0.005)

0.997 (0.001)

0.994

0.939

Unknown

EndNote

2735

5416

795

2

0.775 (0.007)

1 (0)

0.999

0.873

 < 5 min

SRA-DM

1151

5145

2379

273

0.326 (0.008)

0.95 (0.003)

0.808

0.465

 < 30 min

ASySD

3503

5414

27

4

0.992 (0.001)

0.999 (0)

0.999

0.996

 < 5 min

  1. TP True positives, TN True negatives, FN False negatives, FP False positives, SE Standard error
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BMC Biology

ISSN: 1741-7007

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