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Additional file 5.

Description of derivation and validation sets Characteristic Derivation set

n=10,046

Validation set n=4,305 SSI, n (%)

Yes 556 (5.5) 239 (5.5)

Age

Mean (SD) 56.6 (47.5) 56.9 (17.1)

Sex, n (%)

Female 5,660 (56.5) 2,401 (55.9)

Operation time (min)

Mean (SD) 119.2 (99.6) 119.4 (100.3)

Surgical specialty, n (%)

General surgery 2,408 (24.6) 1,037 (24.1)

Gynecology 958 (9.6) 404 (9.4)

Orthopedics 3,003 (30.3) 1.265 (29.5)

Plastics 672 (6.7) 301 (7.0)

Vascular 595 (5.9) 274 (6.4)

Other 2,385 (23.8) 1,014 (23.6)

Emergent case, n (%)

Yes 1,751 (17.5) 759 (17.7)

Concurrent procedures, n (%)

0 9,740 (97.2) 4,150 (96.6)

1 152 (1.5) 88 (2.0)

2+ 129 (1.3) 57 (1.3)

ASA score, n (%)

I 1,167 (11.6) 472 (11.1)

II 3,476 (34.7) 1,491 (34.7)

III 4,372 (43.6) 1,904 (41.3)

IV 963 (9.6) 408 (9.5)

V 43 (0.4) 15 (0.4)

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