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Table 8 Two-fold relevancy prediction in terms of WSS@95% on OHAT and CAMARADES systematic review collections

From: Improving reference prioritisation with PICO recognition

 

[95]

LR

PICO

Δ

PFOA/PFOS and Immunotoxicity

80.5

84.0

*84.6

0.7

Bisphenol A (BPA) and Obesity

75.2

77.9

*78.6

0.8

Transgenerational Inheritance of Health Effects

71.4

*74.3

*74.3

0.0

Fluoride and Neurotoxicity in Animal Models

87.0

89.3

*89.4

0.1

Neuropathic Pain

*69.1

64.3

64.1

-0.1

Average

76.6

77.9

78.2

0.3

  1. Δindicates the change between adding the PICO features to the baseline logistic regression classifier (LR)
  2. *indicate best performance per review