Table 2.
Summary of Datasets I and II for model development and evaluation
| Dataset I (N = 3150) |
Dataset II (N = 200) |
|||
|---|---|---|---|---|
|
| ||||
| Clinician-confirmed TGD patients (N=1575) n (%) |
Non-TGD patients filtered by keyword search (N=1575) n (%) |
TGD patients by chart review (N=180) n (%) |
Non-TGD patients by chart review (N=20) n (%) |
|
| Age, mean (SD) year | 35.94 (16.04) | 60.92 (18.0) | 34.52 (15.48) | 57.85 (20.27) |
|
| ||||
| Race, n (%) | ||||
| Asian | 77 (4.89) | 37 (2.35) | 8 (4.44) | 1 (5.0) |
| Black | 116 (7.37) | 84 (5.33) | 12 (6.67) | 2 (10.0) |
| More than one race | 50 (2.54) | 6 (0.38) | 6 (3.33) | 0 (0.0) |
| Other | 177 (11.24) | 116 (7.37) | 24 (13.33) | 2 (10.0) |
| White | 1155 (73.33) | 1332 (84.57) | 130 (72.22) | 15 (75.0) |
|
| ||||
| Ethnicity | ||||
| Hispanic | 22 (1.40) | 41 (2.60) | 9 (5.0) | 1 (5.0) |
| Non-Hispanic | 1351 (85.78) | 1321 (83.87) | 146 (81.11) | 15 (75.0) |
| Other | 415 (12.83) | 213 (13.52) | 25 (13.89) | 4 (20.0) |
|
| ||||
| Patients with keywords, n (%) | ||||
| Diagnoses | 957 (60.76) | 0 | 103 (57.22) | 0 |
| Procedures | 422 (26.8) | 0 | 10 (5.56) | 3 (15.0) |
| Clinical notes | 1402 (89.02) | 0 | 172 (95.56) | 17 (85.0) |
|
| ||||
| Patients with missing gender fields, n (%) | 884 (56.13) | 691 (43.87%) | 84 (46.67) | 15 (75.0) |