Table 6. Measurements of the 10 examination categories in the MSCNN examination recommendation approach.

Examination	AC	MA precision	WA precision	MA recall	WA recall	MA F1-score	WA F1-score
Blood RT	0.88	0.84	0.87	0.55	0.88	0.56	0.83
AL	0.89	0.79	0.88	0.64	0.89	0.67	0.88
hs-CRP	0.87	0.84	0.87	0.56	0.87	0.57	0.83
CAP	0.98	0.7	0.97	0.62	0.98	0.65	0.97
IGG	0.98	0.72	0.97	0.62	0.98	0.65	0.97
Alexin	0.98	0.72	0.97	0.62	0.98	0.65	0.97
chest PA	0.63	0.7	0.78	0.71	0.63	0.63	0.64
Renal function	0.98	0.87	0.98	0.8	0.98	0.83	0.98
Stool	0.99	0.91	0.99	0.59	0.99	0.65	0.99
Respiratory virus detection	0.89	0.54	0.96	0.65	0.89	0.55	0.92

Metrics included AC, MA precision, WA precision, MA recall, WA recall, MA F1-score, and WA F1-score. MSCNN, medical-semantic-aware convolution neural network; AC, accuracy; MA, macro average; WA, weighted average; blood RT, routine examination; AL, abnormal lymphocyte detection; hs-CRP, hypersensitive C-reactive protein; CAP, CAP allergen test; IGG, immunoglobulin; chest PA, chest posteroanterior.