A Lightweight API-Based Approach for Building Flexible Clinical NLP Systems

Table 4

Overall results on three datasets.

Dataset	κ	γ	θ	Recall	Precision	F1 score
Obesity challenge	False	0.1	0.2	0.805	0.925	0.861
		Baseline		0.771	0.815	0.787
Medication challenge	False	0.1	0.35	0.636	0.838	0.724
		Baseline		0.794	0.845	0.818
OPERAM medical conditions	True	0.1	0.5	0.594	0.271	0.373
OPERAM medications	False	0	0.35	0.795	0.816	0.805

Average of the top 5 best systems from the challenge.