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. 2019 Sep 19;14(9):e0222294. doi: 10.1371/journal.pone.0222294

Table 4. Sensitivity, specificity and predictive values of signs and symptoms for influenza virus positivity among HIV-infected and HIV-uninfected children aged <5 years hospitalised with severe respiratory illness at the Edendale and Klerksdorp hospitals, South Africa, 2011–2015.

Factors Influenza positivity Sensitivity Specificity PPV* NPV**
Presence of factor
n/N (%)
Absence of factor
n/N (%)
Individual clinical signs and symptoms (n = 2 257)
Fever >38°C 63/821 (8) 57/1 436 (3) 53 (43–62) 64 (62–67) 8 (6–10) 96 (94–97)
Any fever 87/1 406 (6) 33/840 (4) 73 (63–80) 38 (36–40) 6 (5–8) 96 (95–97)
Cough 114/2 095 (5) 5/153 (3) 96 (91–99) 7 (6–9) 5 (5–7) 97 (93–99)
Difficulty breathing 73/1 528 (5) 46/721 (6) 61 (52–70) 32 (28–34) 5 (4–6) 94 (92–95)
Diarrhoea 25/332 (8) 94/1 916 (5) 21 (14–30) 86 (84–87) 8 (5–11) 95 (94–96)
Vomiting 9/109 (8) 110/2 139 (5) 8 (4–14) 95 (94–96) 8 (3–15) 95 (94–96)
No feeding 21/342 (6) 98/1 907 (5) 18 (11–26) 85 (83–86) 6 (3–8) 94 (93–96)
Lethargy 49/993 (5) 70/1 254 (6) 41 (32–51) 56 (53–58) 5 (3–7) 94 (93–96)
Convulsion 10/81 (12) 109/2 167 (5) 8 (4–12) 97 (96–98) 12 (6–22) 95 (94–96)
Stridor 21/580 (4) 98/1 668 (6) 18 (11–26) 74 (71–76) 4 (2–6) 94 (93–95)
Symptoms duration in days (n = 1 774)
≤7 days 14/162 (9) 100/2 018 (5) 91 (86–95) 5 (4–6) 7 (6–8) 88 (82–93)
≤10 days 10/123 (8) 104/2 057 (5) 92 (86–96) 5 (4–6) 6 (5–7) 91 (85–96)
≤14 days 7/87 (8) 107/2 093 (5) 92 (84–97) 5 (4–6) 4 (3–5) 94 (88–96)
Number of influenza-positive patient (n = 114) No. cases Cumulative number Cumulative %
≤7 days 100 100 88
≤10 days 4 104 91
≤14 days 3 107 94
15+ days 7 114 100

*PPV: positive predictive value.

**NPV: negative predictive value.