Table 2.
Prevalence of the 37 conditions in the development dataset, and the weights for the conditions included in the final model
| Condition | Prevalence, n (%) (n = 300 000) | Weight |
|---|---|---|
| Hypertension | 62 854 (20.95) | — |
| Anxiety or depression | 41 744 (13.91) | 0.3242 |
| Painful condition | 41 461 (13.82) | 0.4455 |
| Hearing loss | 27 083 (9.03) | — |
| Asthma | 22 348 (7.45) | — |
| Irritable bowel syndrome | 20 671 (6.89) | −0.2037 |
| Diabetes | 20 232 (6.74) | 0.2947 |
| Thyroid disorders | 18 732 (6.24) | — |
| Coronary heart disease | 15 887 (5.30) | — |
| Chronic kidney disease | 13 226 (4.41) | 0.2137 |
| Diverticular disease of intestine | 10 502 (3.50) | — |
| Disorder of prostate | 10 397 (3.47) | −0.1878 |
| Atrial fibrillation | 9105 (3.03) | 0.3349 |
| Alcohol problems | 9064 (3.02) | 0.7922 |
| COPD | 7542 (2.51) | 0.7022 |
| Stroke and TIA | 7415 (2.47) | — |
| Rheumatoid arthritis | 7352 (2.45) | — |
| Constipation | 6311 (2.10) | 0.3830 |
| Cancer | 5924 (1.97) | 1.2026 |
| Peptic ulcer disease | 5071 (1.69) | — |
| Chronic sinusitis | 4995 (1.67) | — |
| Heart failure | 4686 (1.56) | 0.5052 |
| Psychoactive substance misuse | 4139 (1.38) | 0.4493 |
| Blindness and low vision | 3823 (1.27) | — |
| Dementia | 3709 (1.24) | 0.9380 |
| Psoriasis or eczema | 2794 (0.93) | — |
| Epilepsy | 2580 (0.86) | 0.4775 |
| Schizophrenia or bipolar disorder | 2402 (0.80) | 0.4825 |
| Inflammatory bowel disease | 2371 (0.79) | — |
| Chronic liver disease and viral hepatitis | 2345 (0.78) | 0.6862 |
| Anorexia or bulimia | 2222 (0.74) | — |
| Migraine | 1594 (0.53) | — |
| Bronchiectasis | 1530 (0.51) | — |
| Learning disability | 1290 (0.43) | 0.6373 |
| Parkinsonism | 920 (0.31) | 0.5462 |
| Multiple sclerosis | 853 (0.28) | 0.7616 |
| Peripheral vascular disease | 650 (0.22) | 0.3346 |
COPD = chronic obstructive pulmonary disease. TIA = transient ischaemic attack.