Table 3.
Comparison of predictive performance between our artificial intelligence (AI) model and psychiatrists for severe psychological distress
| Model no. | AI (K6≥13) | Psychiatrists (K6≥13) | |||||
| Accuracy (%) | Sensitivity | Specificity | Subject | Accuracy (%) | Sensitivity | Specificity | |
| 1 | 91 | 0.250 | 0.967 | A | 86 | 0.125 | 0.924 |
| 2 | 90 | 0.125 | 0.967 | B | 83 | 0.250 | 0.880 |
| 3 | 90 | 0.125 | 0.967 | C | 88 | 0.250 | 0.935 |
| 4 | 88 | 0.125 | 0.946 | D | 88 | 0.000 | 0.957 |
| 5 | 92 | 0.250 | 0.978 | E | 84 | 0.625 | 0.859 |
| 6 | 92 | 0.250 | 0.978 | F | 86 | 0.375 | 0.902 |
| 7 | 90 | 0.250 | 0.957 | ||||
| 8 | 88 | 0.125 | 0.946 | ||||
| 9 | 89 | 0.125 | 0.957 | ||||
| 10 | 89 | 0.125 | 0.957 | ||||
| Mean (SD) | 89.9 (1.375) | 0.175 (0.061) | 0.962 (0.011) | 85.8 (1.863) | 0.250 (0.197) | 0.911 (0.033) | |
K6, Kessler Screening Scale for Psychological Distress.