Table 1. Groups of statistically significant (p_value < 0.001) upstream diagnoses ranked according to their MCC values.
For each diagnosis, we show its values for MCC (Matthews Correlation Coefficient), OR (Odds Ratio), OR_CI (its confidence interval) and COV (Coverage).
| ICD10 code | MCC | OR | 99.9% OR_CI | COV |
|---|---|---|---|---|
| 1. Diagnoses related to liver dysfunction | ||||
| Fibrosis and cirrhosis of liver | 0.28 | 140.99 | 80.51-246.87 | 943 |
| Ascites | 0.28 | 67.63 | 45.83-99.81 | 977 |
| Other diseases of digestive system | 0.26 | 26.03 | 20.21-33.54 | 1,007 |
| Oesophageal varices | 0.25 | 141.21 | 74.00-269.44 | 727 |
| Other diseases of liver | 0.17 | 40.71 | 24.75-67.46 | 388 |
| Hepatic failure, not elsewhere classified | 0.16 | 67.97 | 33.85-136.48 | 326 |
| Chronic viral hepatitis | 0.13 | 20.24 | 12.86-31.86 | 269 |
| 2. Diagnoses related to alcohol-overuse | ||||
| Mental-behavioral disorders due to alcohol | 0.44 | 20.25 | 17.87-22.94 | 3,075 |
| Other diseases of pancreas | 0.13 | 10.30 | 7.60-13.96 | 364 |
| Other and unspecified polyneuropathies | 0.12 | 19.36 | 12.19-30.75 | 250 |
| Symptoms and signs involving appearance and behaviour | 0.02 | 19.32 | 1.43-260.6 | 8 |
| 3. Diagnoses related to malnutrition | ||||
| Other anaemias | 0.18 | 8.63 | 7.07-10.54 | 748 |
| 4. Diagnoses related to trauma and injuries | ||||
| Fracture | 0.13 | 2.68 | 2.41-2.98 | 1,709 |
| Superficial injuries | 0.10 | 2.28 | 2.02-2.57 | 1,215 |
| Open wound | 0.09 | 2.19 | 1.94-2.46 | 1,269 |
| 5. Diagnoses related to upper intestinal mucosal | ||||
| Gastritis and duodenitis | 0.17 | 11.01 | 8.57-14.14 | 560 |
| Gastric ulcer | 0.14 | 9.68 | 7.31-12.82 | 410 |
| Duodenal ulcer | 0.12 | 9.64 | 6.98-13.32 | 310 |
| Oesophagitis | 0.11 | 10.96 | 7.44-16.13 | 235 |
| 6. Others | ||||
| abdominal and pelvic pain | 0.10 | 3.56 | 2.96-4.27 | 578 |