Table 6.

Direct comparison between the use of CUI codes and the use of CCS codes for each of the three tasks

Task	Metric	CUI-only input	CCS-only input
Diagnoses Prediction (FFN)	P@1	0.751	0.728
	P@2	0.688	0.679
	P@3	0.638	0.64
	R@10	0.392	0.39
	R@20	0.576	0.561
	R@30	0.689	0.668
	AUC-ROC	0.911	0.9046
Readmission Prediction (FFN)		0.717	0.5961
Mortality Prediction (GRU)		0.9223	0.7993