AL Aleksei Zakharov · John Snow Labs Enhanced Visibility over Preannotation Servers: Why Feedback Matters as Much as Results Clinical NLP teams regularly deploy pre-annotation servers across multiple project types: NER for text extraction, Visual NER for document…