Table 4:

Annotated categories with their count of the main annotation, the count of segments and Precision, Recall and F-Scores of a baseline classifier

Annotation Categories	Annotated Items	Count of Segments	Precision	Recall	F-score
Salutation	12,913 (7.57%)	977 (5.47%)	0.84	0.86	0.85
Anamnesis	567 (0.33%)	304 (1.70%)	0.10	0.01	0.02
Patient history	6,033 (3.54%)	948 (5.31%)	0.66	0.63	0.65
Family history	28 (0.02%)	14 (0.08%)	0.00	0.00	0.00
Diagnosis	3,984 (2.34%)	1,826 (10.23%)	0.50	0.40	0.45
Admission diagnosis	9,235 (5.42%)	1,568 (8.79%)	0.62	0.60	0.61
Discharge diagnosis	4,788 (2.81%)	1,432 (8.02%)	0.46	0.33	0.38
Hospital discharge studies summary	87,116 (51.08%)	1,920 (10.76%)	0.89	0.96	0.93
Procedures	3,907 (2.29%)	618 (3.46%)	0.38	0.15	0.21
Allergies intolerances risks	188 (0.11%)	133 (0.75%)	0.53	0.36	0.43
Medication	409 (0.24%)	135 (0.76%)	0.13	0.02	0.04
Admission medication	53 (0.03%)	21 (0.12%)	1.00	0.12	0.22
Medication during stay	490 (0.29%)	321 (1.80%)	0.20	0.09	0.12
Discharge medication	11,636 (6.82%)	1,069 (5.99%)	0.93	0.94	0.94
Hospital course	19,770 (11.59%)	2,914 (16.33%)	0.82	0.84	0.83
Plan of care	3,610 (2.12%)	2,119 (11.87%)	0.69	0.68	0.68
Final remarks	4,810 (2.82%)	1,135 (6.36%)	0.98	0.98	0.98
Supplements	1002 (0.59%)	394 (2.21%)	0.80	0.25	0.38
All Categories	170,539	17,848	0.82	0.84	0.82