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. 2022 Jul 13;102:2028. doi: 10.2340/actadv.v102.2028

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
a

Primary model.

b

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.