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Table 3 Descriptive statistics of the probability range across the six models on external validation data

From: Multiclass risk models for ovarian malignancy: an illustration of prediction uncertainty due to the choice of algorithm

Range

Benign

Borderline

Stage I

Stage II-IV

Sec. meta

 

Models with CA125

≥ 0.05, n (%)

3043 (95)

1762 (55)

1324 (41)

1347 (42)

919 (29)

≥ 0.10, n (%)

1467 (46)

537 (17)

569 (18)

1033 (32)

467 (15)

≥ 0.20, n (%)

927 (29)

245 (8)

116 (4)

665 (21)

87 (3)

≥ 0.30, n (%)

514 (16)

95 (3)

14 (0.4)

430 (13)

4 (0.1)

 

Models without CA125

≥ 0.05, n (%)

3100 (97)

1889 (59)

1221 (38)

1655 (52)

924 (29)

≥ 0.10, n (%)

1673 (52)

532 (17)

550 (17)

1301 (41)

388 (12)

≥ 0.20, n (%)

990 (31)

260 (8)

106 (3)

697 (22)

12 (0.4)

≥ 0.30, n (%)

523 (16)

121 (4)

13 (0.4)

229 (7)

0