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Table 5 Performance of deduplication tools in the Diabetes 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

893

581

368

3

0.708 (0.013)

0.995 (0.003)

0.997

0.828

Unknown

EndNote

1218

584

43

0

0.966 (0.005)

1 (0)

1.0

0.983

 < 5 min

SRA-DM

1147

514

114

70

0.91 (0.008)

0.88 (0.013)

0.942

0.926

 < 5 min

ASySD

1259

584

2

0

0.998 (0.001)

1 (0)

1.0

0.999

 < 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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