First reader | Standalone AIsens | Standalone AIspec | |
---|---|---|---|
Screen-detected cancers (n = 1268)* | |||
Tumour size | |||
0–10 mm (n = 487) 11–20 mm (n = 574) 21–50 mm (n = 179) 51 + mm (n = 14) Unknown (n = 14) | 390 (80.1); ref. 510 (88.9); ref. 161 (89.9); ref. 11 (78.6); ref. 14 (100.0); ref. | 356 (73.1); 0.007 465 (81.0); 0.0001 142 (79.3); 0.007 13 (92.9); 0.33† 7 (50.0); <0.0001† | 325 (66.7); <0.0001 436 (76.0); <0.0001 137 (76.5); 0.001 13 (92.9); 0.33† 6 (42.9); <0.0001† |
Malignancy grade | |||
Grade 1 (n = 403) Grade 2 (n = 576) Grade 3 (n = 192) Unknown (n = 97) | 323 (80.2); ref. 505 (87.7); ref. 180 (93.8); ref. 78 (80.4); ref. | 335 (83.1); 0.27 449 (78.0); <0.0001 142 (74.0); <0.0001 57 (58.8); 0.001 | 303 (75.2); 0.06 427 (74.1); <0.0001 133 (69.3); <0.0001 54 (55.7); 0.0002 |
TNM stage | |||
Local (I + II) (n = 1253) Locally advanced (III) (n = 11) Distant metastasis (IV) (n = 4) | 1071 (85.5); ref. 11 (100.0); ref. 4 (100.0); ref. | 971 (77.5); <0.0001 8 (72.7); <0.0001† 4 (100.0); >0.99† | 906 (72.3); <0.0001 8 (72.7); <0.0001† 3 (75.0); <0.0001† |
Lymph node positivity | |||
No (n = 964) Yes (n = 304) | 814 (84.4); ref. 272 (89.5); ref. | 743 (77.1); <0.0001 240 (79.0); 0.0004 | 692 (71.8); <0.0001 225 (74.0); <0.0001 |
ER positivity | |||
0% (n = 94) 1–9% (n = 47) 10–100% (n = 1120) Unknown (n = 7) | 88 (93.6); ref. 44 (93.6); ref. 948 (84.6); ref. 6 (85.7); ref. | 60 (63.8); <0.0001 28 (59.6); 0.001 890 (79.5); 0.001 5 (71.4); >0.99 | 56 (59.6); <0.0001 24 (51.1); 0.0001 832 (74.3); <0.0001 5 (71.4); >0.99 |
HER2 status | |||
Negative (n = 1127) Positive (n = 130) Unknown (n = 11) | 959 (85.1); ref. 118 (90.8); ref. 9 (81.8); ref. | 869 (77.1); <0.0001 108 (83.1); 0.09 6 (54.6); 0.38 | 809 (71.8); <0.0001 102 (78.5); 0.005 6 (54.6); 0.38 |
Interval cancers (n = 562)* | |||
Tumour size | |||
0–10 mm (n = 90) 11–20 mm (n = 216) 21–50 mm (n = 201) 51 + mm (n = 35) Unknown (n = 20) | 9 (10.0); ref. 11 (5.1); ref. 13 (6.5); ref. 6 (17.1); ref. 0 (0.0); ref. | 23 (25.6); 0.004 48 (22.2); <0.0001 52 (25.9); <0.0001 13 (37.1); 0.04 3 (15.0); <0.0001† | 17 (18.9); 0.12 39 (18.1); <0.0001 40 (19.9); <0.0001 10 (28.6); 0.22 3 (15.0); <0.0001† |
Malignancy grade | |||
Grade 1 (n = 104) Grade 2 (n = 239) Grade 3 (n = 166) Unknown (n = 53) | 8 (7.7); ref. 15 (6.3); ref. 13 (7.8); ref. 3 (5.7); ref. | 24 (23.1); 0.003 77 (32.2); <0.0001 32 (19.3); 0.001 6 (11.3); 0.45 | 21 (20.2); 0.01 60 (25.1); <0.0001 24 (14.5); 0.04 4 (7.6); >0.99 |
TNM stage | |||
Local (I + II) (n = 508) Locally advanced (III) (n = 33) Distant metastasis (IV) (n = 16) Unknown (n = 5) | 34 (6.7); ref. 4 (12.1); ref. 0 (0.0); ref. 1 (20.0); ref. | 129 (25.4); <0.0001 6 (18.2); 0.69 3 (18.8); <0.0001† 1 (20.0); >0.99† | 100 (19.7); <0.0001 5 (15.2); >0.99 3 (18.8); <0.0001† 1 (20.0); >0.99† |
Lymph node positivity | |||
No (n = 376) Yes (n = 186) | 26 (6.9); ref. 13 (7.0); ref. | 83 (22.1); <0.0001 56 (30.1); <0.0001 | 67 (17.8); <0.0001 42 (22.6); <0.0001 |
ER positivity | |||
0% (n = 113) 1–9% (n = 51) 10–100% (n = 394) Unknown (n = 4) | 8 (7.1); ref. 2 (3.9); ref. 29 (7.4); ref. 0 (0.0); ref. | 15 (13.3); 0.07 10 (19.6); 0.02 113 (28.7); <0.0001 1 (25.0); <0.0001† | 11 (9.7); 0.58 9 (17.7); 0.04 88 (22.3); <0.0001 1 (25.0) < 0.0001† |
HER2 status | |||
Negative (n = 454) Positive (n = 95) Unknown (n = 13) | 33 (7.3); ref. 5 (5.3); ref. 1 (7.7); ref. | 117 (25.8); <0.0001 20 (21.1); 0.0003 2 (15.4); 0.26† | 93 (20.5); <0.0001 14 (14.7); 0.04 2 (15.4); 0.26† |