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In this paper we propose a system architecture to support data retrieval from patient records, together with data analysis, and report generation. Moving from retrieval all the way to documentation should be done as in a pipeline, and computer support must minimize manual steps in this knowledge refinement scenario. A case study is drawn from urology for surgery on patients with lower urinary tract symptoms.