Table 1 Model performance.
From: Population-level individualized prospective prediction of opioid overdose using machine learning
Cohort | N Total | Npatient OpOD (%) | Balanced Accuracy | Sensitivity | Specificity | AUC |
|---|---|---|---|---|---|---|
2018 | 4 095 364 | 3260 (0.08) | 83.7% | 78.1% | 89.3% | 89.2% |
2019 | 4 163 304 | 4223 (0.10) | 81.6% | 68.4% | 94.8% | 86.9% |
2020 | 4 203 233 | 5240 (0.12) | 85.0% | 77.9% | 92.1% | 89.8% |
