Table 4.
Top 15 ADRs ranked by AUPR
| ADR concept ID | ADR name | Number of positive drugs | AUPR | AUC | ||
|---|---|---|---|---|---|---|
| MGPS | LP-MGPS | MGPS | LP-MGPS | |||
| 36009756 | Anaphylactic reaction | 373 | 0.968 | 0.973 | 0.779 | 0.798 |
| 35104877 | Febrile neutropenia | 52 | 0.968 | 0.972 | 0.955 | 0.962 |
| 35707713 | Pancreatitis | 197 | 0.956 | 0.959 | 0.862 | 0.865 |
| 36009762 | Angioedema | 328 | 0.949 | 0.955 | 0.794 | 0.807 |
| 35406359 | Deafness | 123 | 0.932 | 0.940 | 0.819 | 0.832 |
| 37019318 | Renal failure | 207 | 0.937 | 0.939 | 0.824 | 0.828 |
| 36009760 | Anaphylactoid shock | 151 | 0.869 | 0.928 | 0.681 | 0.756 |
| 35104879 | Granulocytopenia | 224 | 0.901 | 0.925 | 0.756 | 0.789 |
| 36009724 | Stevens-Johnson syndrome | 209 | 0.917 | 0.922 | 0.815 | 0.825 |
| 36516888 | Rhabdomyolysis | 90 | 0.914 | 0.920 | 0.866 | 0.868 |
| 35104103 | Bone marrow failure | 195 | 0.914 | 0.920 | 0.758 | 0.756 |
| 36009707 | Erythema multiforme | 252 | 0.911 | 0.918 | 0.777 | 0.782 |
| 35104281 | Haemolytic anaemia | 128 | 0.901 | 0.916 | 0.788 | 0.785 |
| 35909518 | Hepatic failure | 136 | 0.910 | 0.915 | 0.813 | 0.820 |
| 35104101 | Aplastic anaemia | 109 | 0.885 | 0.913 | 0.748 | 0.802 |
The bold in the table is maximum values of that evaluation metrics