Table 5.

Raw and adjusted performance of map-suggested codes (the “NLM auto-coder”) vs. the average coder with usual coding.

Accuracy measure	“NLM auto-coder” accuracy according to		Average of all coders, usual coding, according to original gold standard
	Original gold standard	Adjusted gold standard
Recall	0.71	0.95	0.8
Precision	0.63	0.73	0.79
F-score	0.66	0.81	0.79