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The Map gello looks similar to standard query with the result being Key Value pairs.

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The keys are customisable. 

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The Maps are run on the whole population to produce a map cache. This example of the indications for endoscopy for a gastroenterology practice shows the map stage took about 20 minutes for 113000 nested and at times complex patient records as VMRs.

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The Reduce gello is shown here (again its a simple worked example):

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The actual result for the combined MapReduce takes only seconds:

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A clinical use case is for audit and research. The auditable and researchable Map cache could be updated on a regular basis to surface population clinical data of interest and bespoke Reduce gello queries. 

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