Table 3 Label performance by depth

Depth	Diagnosis	CSU					PP (Cross-hospital)
Depth	Diagnosis	#	F1	Prec	Rec	EM	#	F1	Prec	Rec	EM
1	Disease by body site	84832	91	90	92	87	461	83	84	82	74
	Inflammatory disorder	25271	72	77	68	89	193	64	73	57	79
	Infectious disease	11304	60	70	52	93	88	42	68	31	87
2	Disorder of body systems	79365	90	88	91	85	459	83	85	81	74
	Disorder of soft tissue	36237	75	78	73	85	205	65	57	76	72
	Disease of trunk	35398	78	77	79	86	147	56	53	59	77
3	Malignant tumor	28058	91	93	89	96	19	52	36	90	95
	Inflam. of specific body systems	23911	72	71	73	88	190	66	66	67	78
	Inflam. of specific body organs	22531	72	71	73	89	170	66	65	68	80
4	Disease of abdomen	20215	73	71	75	90	90	44	46	42	84
	Disease of digestive organ	19136	68	70	65	90	177	55	62	50	76
	Disease of digestive tract	17997	71	75	68	92	184	60	69	53	78
5	Disease of upper digestive tract	11316	65	69	61	94	154	57	65	51	80
	Disease of gastrointestinal tract	9265	70	74	67	96	33	29	29	30	92
	Disorder of anterior eye segment	7638	80	77	83	97	38	58	56	61	94

We sample three of the five most frequent diagnoses from each layer and report its performance for each depth. Diagnoses are more specific as layer goes deeper

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