| ALL | Training set | Validation set |  |
---|---|---|---|---|
N = 10,520 | N = 7379 | N = 3141 | p | |
Age | 72.4 (6.24) | 72.3 (6.21) | 72.5 (6.30) | 0.068 |
Race | Â | Â | Â | 0.647 |
 White | 8804 (83.7%) | 6179 (83.7%) | 2625 (83.6%) |  |
 Black | 505 (4.80%) | 361 (4.89%) | 144 (4.58%) |  |
 Other | 1211 (11.5%) | 839 (11.4%) | 372 (11.8%) |  |
Sex | Â | Â | Â | 0.824 |
 Male | 3348 (31.8%) | 2343 (31.8%) | 1005 (32.0%) |  |
 Female | 7172 (68.2%) | 5036 (68.2%) | 2136 (68.0%) |  |
Marital | Â | Â | Â | 0.312 |
 No | 4357 (41.4%) | 3080 (41.7%) | 1277 (40.7%) |  |
 Married | 6163 (58.6%) | 4299 (58.3%) | 1864 (59.3%) |  |
Year of diagnosis | Â | Â | Â | 0.044 |
 2004–2009 | 4061 (38.6%) | 2802 (38.0%) | 1259 (40.1%) |  |
 2010–2015 | 6459 (61.4%) | 4577 (62.0%) | 1882 (59.9%) |  |
Grade | Â | Â | Â | 0.907 |
 I | 1580 (15.0%) | 1098 (14.9%) | 482 (15.3%) |  |
 II | 416 (3.95%) | 285 (3.86%) | 131 (4.17%) |  |
 III | 143 (1.36%) | 101 (1.37%) | 42 (1.34%) |  |
 IV | 97 (0.92%) | 68 (0.92%) | 29 (0.92%) |  |
Unknown | 8284 (78.7%) | 5827 (79.0%) | 2457 (78.2%) | Â |
 T |  |  |  | 0.714 |
 T1 | 6126 (58.2%) | 4277 (58.0%) | 1849 (58.9%) |  |
 T2 | 1245 (11.8%) | 873 (11.8%) | 372 (11.8%) |  |
 T3 | 2251 (21.4%) | 1601 (21.7%) | 650 (20.7%) |  |
 T4 | 898 (8.54%) | 628 (8.51%) | 270 (8.60%) |  |
N | Â | Â | Â | 0.486 |
 N0 | 8119 (77.2%) | 5688 (77.1%) | 2431 (77.4%) |  |
 N1a | 1350 (12.8%) | 938 (12.7%) | 412 (13.1%) |  |
 N1b | 1051 (9.99%) | 753 (10.2%) | 298 (9.49%) |  |
M | Â | Â | Â | 0.124 |
 M0 | 10,236 (97.3%) | 7192 (97.5%) | 3044 (96.9%) |  |
 M1 | 284 (2.70%) | 187 (2.53%) | 97 (3.09%) |  |
 Tumor size | 18.0 (17.7) | 18.1 (18.0) | 17.9 (16.9) | 0.596 |
Surgery | Â | Â | Â | 0.255 |
 No | 473 (4.50%) | 324 (4.39%) | 149 (4.74%) |  |
 Lobectomy | 1357 (12.9%) | 924 (12.5%) | 433 (13.8%) |  |
 Subtotal or near total thyroidectomy | 413 (3.93%) | 290 (3.93%) | 123 (3.92%) |  |
 Total thyroidectomy | 8277 (78.7%) | 5841 (79.2%) | 2436 (77.6%) |  |
Chemotherapy | Â | Â | Â | 0.728 |
 No/Unknown | 10,433 (99.2%) | 7316 (99.1%) | 3117 (99.2%) |  |
 Yes | 87 (0.83%) | 63 (0.85%) | 24 (0.76%) |  |
Radiation | Â | Â | Â | 0.882 |
 No/Unknown | 5995 (57.0%) | 4209 (57.0%) | 1786 (56.9%) |  |
 Yes | 4525 (43.0%) | 3170 (43.0%) | 1355 (43.1%) |  |
 Survival months | 79.1 (41.4) | 78.8 (41.2) | 79.6 (42.0) | 0.390 |