From: Alignment of vaccine codes using an ontology of vaccine descriptions
Reference set: Vactype | Â | Â | Â | Â | Â | Â | Â | Â |
Method | Vactype | Venetia | Pedia | Pedia-it | SIDIAP | BIFAP | Average | CI |
Tokens | 1.000 | 0.652 | 1.000 | 0.364 | 0.305 | 0.372 | 0.539 | 0.355-0.805 |
Metamap | 1.000 | 0.316 | 1.000 | 0.364 | 0.336 | 0.491 | 0.501 | 0.344-0.771 |
Classes | 0.988 | 0.711 | 1.000 | 1.000 | 0.895 | 0.739 | 0.869 | 0.728-0.948 |
Equivalence | 1.000 | 0.545 | 1.000 | 0.800 | 0.786 | 0.666 | 0.759 | 0.620-0.877 |
Properties | 0.988 | 0.756 | 1.000 | 1.000 | 0.918 | 0.856 | 0.906 | 0.808-0.971 |
Reference set: ATC | Â | Â | Â | Â | Â | Â | Â | Â |
Method | ATC | MeSH | CHV | CVX | NDF-RT | NDF | Average | CI |
Tokens | 0.991 | 0.696 | 0.717 | 0.581 | 0.889 | 0.882 | 0.753 | 0.654-0.849 |
Metamap | 0.932 | 0.533 | 0.808 | 0.966 | 0.780 | 0.788 | 0.775 | 0.634-0.893 |
Classes | 0.960 | 0.435 | 0.667 | 0.848 | 0.667 | 0.595 | 0.642 | 0.513-0.739 |
Equivalence | 0.950 | 0.755 | 0.842 | 1.000 | 0.905 | 0.914 | 0.883 | 0.804-0.945 |
Properties | 0.947 | 0.930 | 0.920 | 1.000 | 0.974 | 0.970 | 0.959 | 0.928-0.983 |