Table III.
Primary and sensitivity (post-hoc) analyses
ICD-10 codes included (126 rows) | ATC-codes included (95 rows) | Demographic data included (37 rows) | Last 39 weeks censored in input | Uses 2 convolutional layers | AUC | 95% CI | p-valueb |
---|---|---|---|---|---|---|---|
Primary model | |||||||
Yes | Yes | Yes | No | No | 0.59a | 0.57–0.61 | – |
Sensitivity (post-hoc) analyses | |||||||
Yes | Yes | Yes | Yes | Yes | 0.59 | 0.57–0.61 | 0.79 |
Yes | No | Yes | No | No | 0.60 | 0.58–0.62 | 0.26 |
No | No | Yes | No | No | 0.59 | 0.57–0.61 | 0.39 |
No | Yes | Yes | No | No | 0.59 | 0.57–0.61 | 0.52 |
Yes | Yes | No | No | No | 0.56 | 0.54–0.58 | 0.009 |
Yes | No | No | No | No | 0.54 | 0.52–0.56 | < 0.0001 |
No | Yes | No | No | No | 0.53 | 0.51–0.55 | < 0.0001 |
Yes | Yes | No | Yes | Yes | 0.55 | 0.53–0.57 | 0.0004 |
Yes | Yes | No | Yes | No | 0.56 | 0.54–0.58 | 0.008 |
Primary model.
p-value compared with primary model.
AUC: area under the receiver operating characteristic curve; 95% CI: 95% confidence interval; ATC: Anatomical Therapeutic Chemical; ICD-10: International Classification of Diseases 10th Revision.