Table 2. Performance metrics for the comparison of GDMa diagnoses in EHRsb with the real-time CTDc.
| Year | Cohen κ | Accuracy | Precision | Recall | F1-score |
|---|---|---|---|---|---|
| All years | 0.82 | 0.96 | 0.81 | 0.86 | 0.84 |
| 2018 | 0.80 | 0.96 | 0.78 | 0.86 | 0.82 |
| 2019 | 0.82 | 0.96 | 0.86 | 0.82 | 0.84 |
| 2020 | 0.77 | 0.96 | 0.70 | 0.90 | 0.79 |
| 2021 | 0.86 | 0.97 | 0.89 | 0.87 | 0.88 |
| 2022 | 0.82 | 0.97 | 0.82 | 0.86 | 0.84 |
| All minus 2020 | 0.82 | 0.97 | 0.84 | 0.85 | 0.84 |
GDM: gestational diabetes mellitus.
EHR: electronic health record.
CTD: clinical team database.