Table 2.
Model outcome AUC with confidence interval, ordered by mean AUC
| Disease | AUC (95% conf. interval) | Prevalence in training set per 10 000 persons |
|---|---|---|
| Parkinson’s disease | .89 (.77–1.00) | 15 |
| Diabetes mellitus | .87 (.85–.90) | 421 |
| Osteoporosis | .87 (.81–.92) | 103 |
| Heart failure | .81 (.74–.88) | 82 |
| Chronic obstructive pulmonary disease | .79 (.75–.83) | 209 |
| Chronic enteritis/colitis ulcerosa | .79 (.68–.90) | 31 |
| HIV/AIDS | .78 (.39–1.00) | 4 |
| Asthma | .77 (.74–.80) | 424 |
| Epilepsy | .77 (.66–.87) | 41 |
| Coronary heart disease | .70 (.66–.74) | 255 |
| Visual disorder | .69 (.64–.73) | 191 |
| Schizophrenia | .69 (.48–.89) | 10 |
| Rheumatoid arthritis | .68 (.60–.76) | 66 |
| Dementia | .67 (.54–.80) | 28 |
| Congenital neurological anomaly | .67 (.01–1.00) | 3 |
| Multiple sclerosis | .66 (.42–.90) | 9 |
| Cancer | .60 (.56–.64) | 264 |
| Chronic alcohol abuse | .59 (.49–.69) | 45 |
| Depressive disorder | .58 (.54–.63) | 253 |
| Stroke (including TIA) | .57 (.52–.63) | 137 |
| Congenital cardiovascular anomaly | .57 (.37–.77) | 7 |
| Chronic back or neck disorder | .56 (.53–.60) | 432 |
| Osteoarthritis | .56 (.52–.60) | 282 |
| Anxiety disorder, neurosis, PTSS | .56 (.50–.61) | 154 |
| Mental retardation | .55 (.36–.74) | 13 |
| Hearing disorder | .52 (.44–.61) | 62 |
| Anorexia | .52 (.33–.71) | 8 |
| Gastric or duodenal ulcer | .50 (.39–.62) | 25 |
| Tuberculosis | .50 (.06–.94) | 2 |
Legend: First column gives name of chronic disease. Second column gives model outcome of RF-analysis as AUC with 95% confidence interval, in order of decreasing AUC. Third column states prevalence of chronic disease or condition in the training set. (n = 276 723).