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. 2022 Mar 17;26(4):3405–3427. doi: 10.1007/s00784-022-04423-y

Table 4.

Reported clinical decision aids

Author Year Clinical decision aid Sens. (95% CI) Spec. (95% CI) PPV (95% CI) NPV (95% CI) LR + (95% CI) LR- (95% CI)
Exadaktylos et al. [55] 2005 Orbital fracture decision tool for no symptoms 15.3 (9.9–22.8) 5.2 (3.5–7.5) 3.8 (2.4–5.9) 20.0 (13.9–27.9) 0.2 (0.1–0.2) 16.3 (11.1–24.1)
Exadaktylos et al. [55] 2005 Orbital fracture decision tool for blepharohematoma only 29.7 (22.2–38.4) 94.8 (92.5–96.5) 58.3 (45.7–69.9) 84.6 (81.3–87.4) 5.7 (3.6–9.2) 0.7 (0.7–0.8)
Exadaktylos et al. [55] 2005 Orbital fracture decision tool for any symptoms 55.1 (46.1–63.8) 100.0 (99.2–100.0) 100.0 (94.4–100.0) 90.1 (87.3–92.3) 0.4 (0.4–0.5)
Sitzman et al. [56] 2011 Wisconsin criteria 98.2 (96.1–99.2) 22.3 (17.0–28.7) 68.5 (64.2–72.5) 87.8 (75.8–94.3) 1.3 (1.2–1.4) 0.1 (0.0–0.2)
Sitzman et al. [60] 2015 Wisconsin criteria 97.4 (92.7–99.1) 20.6 (12.5–32.2) 69.3 (61.9–75.9) 81.3 (57.0–93.4) 1.2 (1.1–1.4) 0.1 (0.0–0.4)
Timashpolksy et al. [61] 2016 Wisconsin criteria 89.8 (78.2–95.6) 40.0 (11.8–76.9) 93.6 (82.8–97.8) 28.6 (8.2–64.1) 1.5 (0.7–3.1) 0.3 (0.1–1.0)
Harrington et al. [64] 2018 Wisconsin criteria 80.8 (72.0–87.4) 41.2 (30.3–53.0) 66.7 (57.8–74.5) 59.6 (45.3–72.4) 1.4 (1.1–1.7) 0.5 (0.3–0.8)
Yadav et al. [57] 2012 Orbital fracture risk score 0 88.5 (85.0–92.0) 32.5 (30.3–34.7) - 93.7 (91.8–95.7) - 0.4 (0.3–0.5)
Orbital fracture risk score 1 55.3 (49.7–61.0) 77.1 (75.0–79.1) - 90.1 (88.6–91.6) - 0.6 (0.5–0.7)
Orbital fracture risk score 2 25.8 (21.0–30.7) 93.8 (92.6–94.9) - 87.0 (85.5–88.5) - 0.8 (0.7–0.8)
Orbital fracture risk score 3 8.2 (5.3–11.2) 98.9 (98.4–99.4) - 85.1 (83.6–86.5) - 0.9 (0.9–1.0)
Orbital fracture risk score 4 1.9 (0.2–3.5) 99.7 (99.5–100.0) - 84.3 (82.8–85.8) - 1.0 (1.0–1.0)
Orbital fracture risk score 5–6 0.2 (0.0–0.7) 99.9 (99.7–100.0) - 84.1 (82.6–85.6) - 1.0 (1.0–1.0)
Scolozzi et al. [62] 2017 Orbital fracture score > 1 97.3 (95.8–98.3) 6.2 (3.6–10.3) 77.5 (74.6–80.1) 40.6 (25.5–57.7) 1.0 (1.0–1.1) 0.4 (0.2–0.9)
Orbital fracture score > 2 76.7 (73.5–79.7) 60.2 (53.5–66.6) 86.5 (83.6–89.0) 43.8 (38.2–49.5) 1.9 (1.6–2.3) 0.4 (0.3–0.5)
Orbital fracture score > 3 40.1 (36.5–43.8) 90.5 (85.8–93.8) 93.4 (90.0–95.7) 31.3 (27.7–35.0) 4.2 (2.8–6.5) 0.7 (0.6–0.7)
Orbital fracture score > 4 14.7 (12.3–17.5) 97.2 (93.9–98.7) 94.5 (88.5–97.5) 25.5 (22.6–28.7) 5.2 (2.3–11.6) 0.9 (0.8–0.9)
Allison et al. [65] 2019 Orbital fracture decision tool 80.0 (64.1–90.0) 75.0 (46.8–91.1) 90.3 (75.1–96.7) 56.3 (33.2–76.9) 3.2 (1.2–8.6) 0.3 (0.1–0.6)
Timashpolksy et al. [61] 2016 SBUH nose 87.5 (52.9–97.8) 87.8 (75.8–94.3) 53.8 (29.1–76.8) 97.7 (88.2–99.6) 7.1 (3.2–15.8) 0.1 (0.0–0.9)
SBUH orbital floor 92.0 (75.0–97.8) 75.0 (57.9–86.7) 74.2 (56.8–86.3) 92.3 (75.9–97.9) 3.7 (2.0–6.8) 0.1 (0.0–0.4)
SBUH zygoma 88.9 (67.2–96.9) 51.3 (36.2–66.1) 45.7 (30.5–61.8) 90.9 (72.2–97.5) 1.8 (1.3–2.6) 0.2 (0.1–0.8)

Sens. sensitivity; Spec. specificity; PPV positive predictive value; NPV negative predictive value; LR + positive likelihood ratio; LR- negative likelihood ratio; CI confidence interval; SBUH Stony Brook University Hospital

- Orbital fracture decision tool- divided into: ‘no symptoms’, ‘blepharohaematoma only’ or ‘any symptoms’ thereof; blepharohaematoma of one or two orbits, palpable fracture line, infra-orbital nerve hypesthesia, ocular motility disturbance, skin emphysema, enophthalmos or exophthalmos, impaired pupil reaction and decrease in vision

- Wisconsin criteria- the presence of any of the following findings: bony step-off or instability, malocclusion, tooth absence, peri-orbital swelling or contusion, and a Glasgow coma score of less than 14

- Orbital fracture risk score (0–6)- a risk score assigning a point for: orbital rim tenderness, peri-orbital emphysema, subconjunctival hemorrhage, impaired extra-ocular movement, painful extra-ocular movement and epistaxis

- Orbital fracture score (0–4 +)- a risk score assigning a point for: male sex, etiology other than assault, peri-orbital ecchymosis, peri-orbital emphysema, infra-orbital nerve hypoesthesia and diplopia

- Orbital fracture decision tool- the presence of any of the following findings: unbounded subconjunctival hemorrhage, reduced sensation in the distribution of the infra-orbital nerve, change in position of the globe, reduced visual acuity or any two from peri-orbital bruising, diplopia and limited eye movement

- SBUH nose- presence of the any of the following findings: bony or septal deviation, septal hematoma, tenderness, depression/angulation, ecchymosis or swelling

- SBUH orbital floor- the presence of the any of the following findings: subjective diplopia, upgaze limitation, enophthalmos /depression, infra-orbital nerve paresthesia or anaesthesia, subconjunctival hemorrhage, ecchymosis or swelling

- SBUH zygoma- presence of the any of the following findings: cheek flatness, subconjuctival haemorrhage, trismus, antimongoloid slant, infra-orbital nerve paraesthesia/anaesthesia, ecchymosis or swelling and palpable step