{"templateId":"markdown","sharedDataIds":{"sidebar":"sidebar-sidebars.yaml"},"props":{"metadata":{"markdoc":{"tagList":[]},"type":"markdown"},"seo":{"title":"Summary Statistics"},"dynamicMarkdocComponents":[],"compilationErrors":[],"ast":{"$$mdtype":"Tag","name":"article","attributes":{},"children":[{"$$mdtype":"Tag","name":"Heading","attributes":{"level":1,"id":"summary-statistics","__idx":0},"children":["Summary Statistics"]},{"$$mdtype":"Tag","name":"Heading","attributes":{"level":2,"id":"overview","__idx":1},"children":["Overview"]},{"$$mdtype":"Tag","name":"p","attributes":{},"children":["Tidepool Platform automatically calculates several summary statistics for each user as they upload diabetes data into their account. Currently supported data types are CGM and BGM, from ",{"$$mdtype":"Tag","name":"MarkdownLink","attributes":{"href":"https://diabetes.org/get-involved/advocacy/continuous-glucose-monitors"},"children":["Continuous Glucose Monitors"]}," and ",{"$$mdtype":"Tag","name":"MarkdownLink","attributes":{"href":"https://en.wikipedia.org/wiki/Glucose_meter"},"children":["Blood Glucose Meters"]},", respectively. Our plan is to add insulin delivery summaries as well in the future."]},{"$$mdtype":"Tag","name":"p","attributes":{},"children":["The following diagram illustrates how the overall process works using manual ",{"$$mdtype":"Tag","name":"MarkdownLink","attributes":{"href":"https://www.tidepool.org/download"},"children":["Tidepool Uploader"]}," upload as an example. The same process applies regardless of how the data arrives in the user's account. Other examples are automatically uploading using ",{"$$mdtype":"Tag","name":"MarkdownLink","attributes":{"href":"https://www.tidepool.org/download"},"children":["Tidepool Mobile"]},", or via cloud-to-cloud import from ",{"$$mdtype":"Tag","name":"MarkdownLink","attributes":{"href":"https://clarity.dexcom.com/"},"children":["Dexcom Clarity"]}," or ",{"$$mdtype":"Tag","name":"MarkdownLink","attributes":{"href":"https://www.libreview.com/"},"children":["Abbott LibreView"]},", or even 3rd party applications such as ",{"$$mdtype":"Tag","name":"MarkdownLink","attributes":{"href":"https://github.com/NightscoutFoundation/xDrip"},"children":["xDrip"]},"."]},{"$$mdtype":"Tag","name":"p","attributes":{},"children":[{"$$mdtype":"Tag","name":"strong","attributes":{},"children":["NOTE:"]}," The summary calculation itself is nearly instantaneous. However, it is triggered by the arrival of new data so depending on the path of the upload it may take anywhere from few minutes to several hours for the summary statistics to be recalculated."]},{"$$mdtype":"Tag","name":"Diagram","attributes":{"data-language":"mermaid","diagramType":"mermaid","diagramSource":"sequenceDiagram\n   autonumber\n   actor PWD as Alice\n   participant Uploader as Tidepool Uploader\n   participant Platform as Tidepool Platform\n   link Platform: https://api.tidepool.org @ https://api.tidepool.org\n   actor Clinic as Seastar Endocrinology\n\n   PWD->>Uploader: Connect CGM or BGM device\n   activate Uploader\n   Uploader->>Platform: Upload diabetes data\n   activate Platform\n   note right of Platform: If CGM or BGM data\n   Platform->>Platform: Mark account summary as out-of-date\n   Platform->>Uploader: OK\n   deactivate Platform\n   Uploader->>PWD: OK\n   deactivate Uploader\n\n   loop Every 30 seconds\n      Platform->>Platform: Re-calculate summary data\n  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fill=\"#EDF2AE\" stroke=\"#666\" width=\"10\" height=\"298\" class=\"activation0\"></rect></g><g><rect x=\"583\" y=\"175\" fill=\"#EDF2AE\" stroke=\"#666\" width=\"10\" height=\"188\" class=\"activation0\"></rect></g><g data-et=\"note\" data-id=\"i5\"><rect x=\"613\" y=\"183\" fill=\"#EDF2AE\" stroke=\"#666\" width=\"168\" height=\"42\" class=\"note\"></rect><text x=\"697\" y=\"188\" text-anchor=\"middle\" dominant-baseline=\"middle\" alignment-baseline=\"middle\" class=\"noteText\" dy=\"1em\" style=\"font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif; font-size: 16px; font-weight: 400;\"><tspan x=\"697\">If CGM or BGM data</tspan></text></g><g data-et=\"control-structure\" data-id=\"i14\"><line x1=\"478\" y1=\"427\" x2=\"700\" y2=\"427\" class=\"loopLine\"></line><line x1=\"700\" y1=\"427\" x2=\"700\" y2=\"672\" class=\"loopLine\"></line><line x1=\"478\" y1=\"672\" x2=\"700\" y2=\"672\" class=\"loopLine\"></line><line x1=\"478\" y1=\"427\" x2=\"478\" y2=\"672\" 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cx=\"75\" cy=\"10\" r=\"15\" width=\"150\" height=\"65\"></circle><text x=\"75\" y=\"67.5\" dominant-baseline=\"central\" alignment-baseline=\"central\" class=\"actor actor-man\" style=\"text-anchor: middle; font-size: 16px; font-weight: 400; font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif;\"><tspan x=\"75\" dy=\"0\">Alice</tspan></text></g><g class=\"actor-man actor-top\" name=\"Clinic\" data-et=\"participant\" data-type=\"actor\" data-id=\"Clinic\" style=\"stroke: rgb(147, 112, 219);\"><line id=\"actor-man-torso3\" x1=\"908\" y1=\"25\" x2=\"908\" y2=\"45\"></line><line id=\"actor-man-arms3\" x1=\"890\" y1=\"33\" x2=\"926\" y2=\"33\"></line><line x1=\"890\" y1=\"60\" x2=\"908\" y2=\"45\"></line><line x1=\"908\" y1=\"45\" x2=\"924\" y2=\"60\"></line><circle cx=\"908\" cy=\"10\" r=\"15\" width=\"187\" height=\"65\"></circle><text x=\"908\" y=\"67.5\" dominant-baseline=\"central\" alignment-baseline=\"central\" class=\"actor actor-man\" style=\"text-anchor: middle; font-size: 16px; font-weight: 400; font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif;\"><tspan x=\"908\" dy=\"0\">Seastar Endocrinology</tspan></text></g><text x=\"216\" y=\"80\" text-anchor=\"middle\" dominant-baseline=\"middle\" alignment-baseline=\"middle\" class=\"messageText\" dy=\"1em\" style=\"font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif; font-size: 16px; font-weight: 400;\">Connect CGM or BGM device</text><line x1=\"82\" y1=\"119\" x2=\"355\" y2=\"119\" class=\"messageLine0\" data-et=\"message\" data-id=\"i1\" data-from=\"PWD\" data-to=\"Uploader\" stroke-width=\"2\" stroke=\"none\" marker-end=\"url(#diagram-b810ab41db4f8a1ce6a3babbb9bbb626b9e4b0ab84cdbaa617adecc40762baf6-arrowhead)\" style=\"fill: none;\"></line><line x1=\"75\" y1=\"119\" x2=\"75\" y2=\"119\" stroke-width=\"0\" marker-start=\"url(#diagram-b810ab41db4f8a1ce6a3babbb9bbb626b9e4b0ab84cdbaa617adecc40762baf6-sequencenumber)\"></line><text x=\"75\" y=\"123\" font-family=\"sans-serif\" font-size=\"12px\" text-anchor=\"middle\" class=\"sequenceNumber\">1</text><text x=\"474\" y=\"134\" text-anchor=\"middle\" dominant-baseline=\"middle\" alignment-baseline=\"middle\" class=\"messageText\" dy=\"1em\" style=\"font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif; font-size: 16px; font-weight: 400;\">Upload diabetes data</text><line x1=\"370\" y1=\"173\" x2=\"584\" y2=\"173\" class=\"messageLine0\" data-et=\"message\" data-id=\"i3\" data-from=\"Uploader\" data-to=\"Platform\" stroke-width=\"2\" stroke=\"none\" marker-end=\"url(#diagram-b810ab41db4f8a1ce6a3babbb9bbb626b9e4b0ab84cdbaa617adecc40762baf6-arrowhead)\" style=\"fill: none;\"></line><line x1=\"355\" y1=\"173\" x2=\"355\" y2=\"173\" stroke-width=\"0\" marker-start=\"url(#diagram-b810ab41db4f8a1ce6a3babbb9bbb626b9e4b0ab84cdbaa617adecc40762baf6-sequencenumber)\"></line><text x=\"355\" y=\"177\" font-family=\"sans-serif\" font-size=\"12px\" text-anchor=\"middle\" class=\"sequenceNumber\">2</text><text x=\"593\" y=\"240\" text-anchor=\"middle\" dominant-baseline=\"middle\" alignment-baseline=\"middle\" class=\"messageText\" dy=\"1em\" style=\"font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif; font-size: 16px; font-weight: 400;\">Mark account summary as out-of-date</text><path d=\"M 593,279 C 653,269 653,309 593,299\" class=\"messageLine0\" data-et=\"message\" data-id=\"i6\" data-from=\"Platform\" data-to=\"Platform\" stroke-width=\"2\" stroke=\"none\" marker-end=\"url(#diagram-b810ab41db4f8a1ce6a3babbb9bbb626b9e4b0ab84cdbaa617adecc40762baf6-arrowhead)\" x1=\"599\" style=\"fill: none;\"></path><line x1=\"584\" y1=\"279\" x2=\"584\" y2=\"279\" stroke-width=\"0\" marker-start=\"url(#diagram-b810ab41db4f8a1ce6a3babbb9bbb626b9e4b0ab84cdbaa617adecc40762baf6-sequencenumber)\"></line><text x=\"584\" y=\"283\" font-family=\"sans-serif\" font-size=\"12px\" text-anchor=\"middle\" class=\"sequenceNumber\">3</text><text x=\"475\" y=\"324\" text-anchor=\"middle\" dominant-baseline=\"middle\" alignment-baseline=\"middle\" class=\"messageText\" dy=\"1em\" style=\"font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif; font-size: 16px; font-weight: 400;\">OK</text><line x1=\"589\" y1=\"363\" x2=\"367\" y2=\"363\" class=\"messageLine0\" data-et=\"message\" data-id=\"i7\" data-from=\"Platform\" data-to=\"Uploader\" stroke-width=\"2\" stroke=\"none\" marker-end=\"url(#diagram-b810ab41db4f8a1ce6a3babbb9bbb626b9e4b0ab84cdbaa617adecc40762baf6-arrowhead)\" style=\"fill: none;\"></line><line x1=\"592\" y1=\"363\" x2=\"592\" y2=\"363\" stroke-width=\"0\" marker-start=\"url(#diagram-b810ab41db4f8a1ce6a3babbb9bbb626b9e4b0ab84cdbaa617adecc40762baf6-sequencenumber)\"></line><text x=\"592\" y=\"367\" font-family=\"sans-serif\" font-size=\"12px\" text-anchor=\"middle\" class=\"sequenceNumber\">4</text><text x=\"217\" y=\"378\" text-anchor=\"middle\" dominant-baseline=\"middle\" alignment-baseline=\"middle\" class=\"messageText\" dy=\"1em\" style=\"font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif; font-size: 16px; font-weight: 400;\">OK</text><line x1=\"360\" y1=\"417\" x2=\"79\" y2=\"417\" class=\"messageLine0\" data-et=\"message\" data-id=\"i9\" data-from=\"Uploader\" data-to=\"PWD\" stroke-width=\"2\" stroke=\"none\" marker-end=\"url(#diagram-b810ab41db4f8a1ce6a3babbb9bbb626b9e4b0ab84cdbaa617adecc40762baf6-arrowhead)\" style=\"fill: none;\"></line><line x1=\"363\" y1=\"417\" x2=\"363\" y2=\"417\" stroke-width=\"0\" marker-start=\"url(#diagram-b810ab41db4f8a1ce6a3babbb9bbb626b9e4b0ab84cdbaa617adecc40762baf6-sequencenumber)\"></line><text x=\"363\" y=\"421\" font-family=\"sans-serif\" font-size=\"12px\" text-anchor=\"middle\" class=\"sequenceNumber\">5</text><text x=\"589\" y=\"479\" text-anchor=\"middle\" dominant-baseline=\"middle\" alignment-baseline=\"middle\" class=\"messageText\" dy=\"1em\" style=\"font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif; font-size: 16px; font-weight: 400;\">Re-calculate summary data</text><path d=\"M 589,518 C 649,508 649,548 589,538\" class=\"messageLine0\" data-et=\"message\" data-id=\"i12\" data-from=\"Platform\" data-to=\"Platform\" stroke-width=\"2\" stroke=\"none\" marker-end=\"url(#diagram-b810ab41db4f8a1ce6a3babbb9bbb626b9e4b0ab84cdbaa617adecc40762baf6-arrowhead)\" x1=\"595\" style=\"fill: none;\"></path><line x1=\"588\" y1=\"518\" x2=\"588\" y2=\"518\" stroke-width=\"0\" marker-start=\"url(#diagram-b810ab41db4f8a1ce6a3babbb9bbb626b9e4b0ab84cdbaa617adecc40762baf6-sequencenumber)\"></line><text x=\"588\" y=\"522\" font-family=\"sans-serif\" font-size=\"12px\" text-anchor=\"middle\" class=\"sequenceNumber\">6</text><text x=\"589\" y=\"563\" text-anchor=\"middle\" dominant-baseline=\"middle\" alignment-baseline=\"middle\" class=\"messageText\" dy=\"1em\" style=\"font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif; font-size: 16px; font-weight: 400;\">Store summary data</text><path d=\"M 589,602 C 649,592 649,632 589,622\" class=\"messageLine0\" data-et=\"message\" data-id=\"i13\" data-from=\"Platform\" data-to=\"Platform\" stroke-width=\"2\" stroke=\"none\" marker-end=\"url(#diagram-b810ab41db4f8a1ce6a3babbb9bbb626b9e4b0ab84cdbaa617adecc40762baf6-arrowhead)\" x1=\"595\" style=\"fill: none;\"></path><line x1=\"588\" y1=\"602\" x2=\"588\" y2=\"602\" stroke-width=\"0\" marker-start=\"url(#diagram-b810ab41db4f8a1ce6a3babbb9bbb626b9e4b0ab84cdbaa617adecc40762baf6-sequencenumber)\"></line><text x=\"588\" y=\"606\" font-family=\"sans-serif\" font-size=\"12px\" text-anchor=\"middle\" class=\"sequenceNumber\">7</text><text x=\"747\" y=\"687\" text-anchor=\"middle\" dominant-baseline=\"middle\" alignment-baseline=\"middle\" class=\"messageText\" dy=\"1em\" style=\"font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif; font-size: 16px; font-weight: 400;\">Summary available via patient list</text><line x1=\"595\" y1=\"726\" x2=\"904\" y2=\"726\" class=\"messageLine0\" data-et=\"message\" data-id=\"i15\" data-from=\"Platform\" data-to=\"Clinic\" stroke-width=\"2\" stroke=\"none\" marker-end=\"url(#diagram-b810ab41db4f8a1ce6a3babbb9bbb626b9e4b0ab84cdbaa617adecc40762baf6-arrowhead)\" style=\"fill: none;\"></line><line x1=\"588\" y1=\"726\" x2=\"588\" y2=\"726\" stroke-width=\"0\" marker-start=\"url(#diagram-b810ab41db4f8a1ce6a3babbb9bbb626b9e4b0ab84cdbaa617adecc40762baf6-sequencenumber)\"></line><text x=\"588\" y=\"730\" font-family=\"sans-serif\" font-size=\"12px\" text-anchor=\"middle\" class=\"sequenceNumber\">8</text><g class=\"actor-man actor-bottom\" name=\"PWD\" style=\"stroke: rgb(147, 112, 219);\"><line id=\"actor-man-torso3\" x1=\"75\" y1=\"771\" x2=\"75\" y2=\"791\"></line><line id=\"actor-man-arms3\" x1=\"57\" y1=\"779\" x2=\"93\" y2=\"779\"></line><line x1=\"57\" y1=\"806\" x2=\"75\" y2=\"791\"></line><line x1=\"75\" y1=\"791\" x2=\"91\" y2=\"806\"></line><circle cx=\"75\" cy=\"756\" r=\"15\" width=\"150\" height=\"65\"></circle><text x=\"75\" y=\"813.5\" dominant-baseline=\"central\" alignment-baseline=\"central\" class=\"actor 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display=\"none\"><rect class=\"actorPopupMenuPanel actor actor-bottom\" x=\"511\" y=\"65\" fill=\"#eaeaea\" stroke=\"#666\" width=\"213\" height=\"50\" rx=\"3\" ry=\"3\"></rect><a xlink:href=\"https://api.tidepool.org/\"><text x=\"521\" y=\"95\" dominant-baseline=\"central\" alignment-baseline=\"central\" class=\"actor\" style=\"text-anchor: start; font-size: 16px; font-weight: 400; font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif;\"><tspan x=\"521\" dy=\"0\">https://api.tidepool.org</tspan></text></a></g></svg>","diagramHtmlDark":"<svg id=\"diagram-c4d624a967ddd55b06be34bbc5735567db8e9e304229d58d1a9369db60caa205\" width=\"100%\" xmlns=\"http://www.w3.org/2000/svg\" style=\"max-width: 1101.5px;\" viewBox=\"-50 -10 1101.5 832\" role=\"graphics-document document\" aria-roledescription=\"sequence\"><g></g><g><rect x=\"511\" y=\"746\" fill=\"#eaeaea\" stroke=\"#666\" width=\"154\" height=\"65\" name=\"Platform\" rx=\"3\" ry=\"3\" class=\"actor actor-bottom\"></rect><text x=\"588\" 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fill=\"#EDF2AE\" stroke=\"#666\" width=\"10\" height=\"298\" class=\"activation0\"></rect></g><g><rect x=\"583\" y=\"175\" fill=\"#EDF2AE\" stroke=\"#666\" width=\"10\" height=\"188\" class=\"activation0\"></rect></g><g data-et=\"note\" data-id=\"i5\"><rect x=\"613\" y=\"183\" fill=\"#EDF2AE\" stroke=\"#666\" width=\"168\" height=\"42\" class=\"note\"></rect><text x=\"697\" y=\"188\" text-anchor=\"middle\" dominant-baseline=\"middle\" alignment-baseline=\"middle\" class=\"noteText\" dy=\"1em\" style=\"font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif; font-size: 16px; font-weight: 400;\"><tspan x=\"697\">If CGM or BGM data</tspan></text></g><g data-et=\"control-structure\" data-id=\"i14\"><line x1=\"478\" y1=\"427\" x2=\"700\" y2=\"427\" class=\"loopLine\"></line><line x1=\"700\" y1=\"427\" x2=\"700\" y2=\"672\" class=\"loopLine\"></line><line x1=\"478\" y1=\"672\" x2=\"700\" y2=\"672\" class=\"loopLine\"></line><line x1=\"478\" y1=\"427\" x2=\"478\" y2=\"672\" class=\"loopLine\"></line><polygon points=\"478,427 528,427 528,440 519.6,447 478,447\" class=\"labelBox\"></polygon><text x=\"503\" y=\"440\" text-anchor=\"middle\" dominant-baseline=\"middle\" alignment-baseline=\"middle\" class=\"labelText\" style=\"font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif; font-size: 16px; font-weight: 400;\">loop</text><text x=\"614\" y=\"445\" text-anchor=\"middle\" class=\"loopText\" style=\"font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif; font-size: 16px; font-weight: 400;\"><tspan x=\"614\">[Every 30 seconds]</tspan></text></g><g class=\"actor-man actor-top\" name=\"PWD\" data-et=\"participant\" data-type=\"actor\" data-id=\"PWD\" style=\"stroke: rgb(204, 204, 204);\"><line id=\"actor-man-torso0\" x1=\"75\" y1=\"25\" x2=\"75\" y2=\"45\"></line><line id=\"actor-man-arms0\" x1=\"57\" y1=\"33\" x2=\"93\" y2=\"33\"></line><line x1=\"57\" y1=\"60\" x2=\"75\" y2=\"45\"></line><line x1=\"75\" y1=\"45\" x2=\"91\" y2=\"60\"></line><circle cx=\"75\" cy=\"10\" r=\"15\" width=\"150\" height=\"65\"></circle><text x=\"75\" y=\"67.5\" dominant-baseline=\"central\" alignment-baseline=\"central\" class=\"actor actor-man\" style=\"text-anchor: middle; font-size: 16px; font-weight: 400; font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif;\"><tspan x=\"75\" dy=\"0\">Alice</tspan></text></g><g class=\"actor-man actor-top\" name=\"Clinic\" data-et=\"participant\" data-type=\"actor\" data-id=\"Clinic\" style=\"stroke: rgb(204, 204, 204);\"><line id=\"actor-man-torso3\" x1=\"908\" y1=\"25\" x2=\"908\" y2=\"45\"></line><line id=\"actor-man-arms3\" x1=\"890\" y1=\"33\" x2=\"926\" y2=\"33\"></line><line x1=\"890\" y1=\"60\" x2=\"908\" y2=\"45\"></line><line x1=\"908\" y1=\"45\" x2=\"924\" y2=\"60\"></line><circle cx=\"908\" cy=\"10\" r=\"15\" width=\"187\" height=\"65\"></circle><text x=\"908\" y=\"67.5\" dominant-baseline=\"central\" alignment-baseline=\"central\" class=\"actor actor-man\" style=\"text-anchor: middle; font-size: 16px; font-weight: 400; font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif;\"><tspan x=\"908\" dy=\"0\">Seastar Endocrinology</tspan></text></g><text x=\"216\" y=\"80\" text-anchor=\"middle\" dominant-baseline=\"middle\" alignment-baseline=\"middle\" class=\"messageText\" dy=\"1em\" style=\"font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif; font-size: 16px; font-weight: 400;\">Connect CGM or BGM device</text><line x1=\"82\" y1=\"119\" x2=\"355\" y2=\"119\" class=\"messageLine0\" data-et=\"message\" data-id=\"i1\" data-from=\"PWD\" data-to=\"Uploader\" stroke-width=\"2\" stroke=\"none\" marker-end=\"url(#diagram-c4d624a967ddd55b06be34bbc5735567db8e9e304229d58d1a9369db60caa205-arrowhead)\" style=\"fill: none;\"></line><line x1=\"75\" y1=\"119\" x2=\"75\" y2=\"119\" stroke-width=\"0\" marker-start=\"url(#diagram-c4d624a967ddd55b06be34bbc5735567db8e9e304229d58d1a9369db60caa205-sequencenumber)\"></line><text x=\"75\" y=\"123\" font-family=\"sans-serif\" font-size=\"12px\" text-anchor=\"middle\" class=\"sequenceNumber\">1</text><text x=\"474\" y=\"134\" text-anchor=\"middle\" dominant-baseline=\"middle\" alignment-baseline=\"middle\" class=\"messageText\" dy=\"1em\" style=\"font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif; font-size: 16px; font-weight: 400;\">Upload diabetes data</text><line x1=\"370\" y1=\"173\" x2=\"584\" y2=\"173\" class=\"messageLine0\" data-et=\"message\" data-id=\"i3\" data-from=\"Uploader\" data-to=\"Platform\" stroke-width=\"2\" stroke=\"none\" marker-end=\"url(#diagram-c4d624a967ddd55b06be34bbc5735567db8e9e304229d58d1a9369db60caa205-arrowhead)\" style=\"fill: none;\"></line><line x1=\"355\" y1=\"173\" x2=\"355\" y2=\"173\" stroke-width=\"0\" marker-start=\"url(#diagram-c4d624a967ddd55b06be34bbc5735567db8e9e304229d58d1a9369db60caa205-sequencenumber)\"></line><text x=\"355\" y=\"177\" font-family=\"sans-serif\" font-size=\"12px\" text-anchor=\"middle\" class=\"sequenceNumber\">2</text><text x=\"593\" y=\"240\" text-anchor=\"middle\" dominant-baseline=\"middle\" alignment-baseline=\"middle\" class=\"messageText\" dy=\"1em\" style=\"font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif; font-size: 16px; font-weight: 400;\">Mark account summary as out-of-date</text><path d=\"M 593,279 C 653,269 653,309 593,299\" class=\"messageLine0\" data-et=\"message\" data-id=\"i6\" data-from=\"Platform\" data-to=\"Platform\" stroke-width=\"2\" stroke=\"none\" marker-end=\"url(#diagram-c4d624a967ddd55b06be34bbc5735567db8e9e304229d58d1a9369db60caa205-arrowhead)\" x1=\"599\" style=\"fill: none;\"></path><line x1=\"584\" y1=\"279\" x2=\"584\" y2=\"279\" stroke-width=\"0\" marker-start=\"url(#diagram-c4d624a967ddd55b06be34bbc5735567db8e9e304229d58d1a9369db60caa205-sequencenumber)\"></line><text x=\"584\" y=\"283\" font-family=\"sans-serif\" font-size=\"12px\" text-anchor=\"middle\" class=\"sequenceNumber\">3</text><text x=\"475\" y=\"324\" text-anchor=\"middle\" dominant-baseline=\"middle\" alignment-baseline=\"middle\" class=\"messageText\" dy=\"1em\" style=\"font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif; font-size: 16px; font-weight: 400;\">OK</text><line x1=\"589\" y1=\"363\" x2=\"367\" y2=\"363\" class=\"messageLine0\" data-et=\"message\" data-id=\"i7\" data-from=\"Platform\" data-to=\"Uploader\" stroke-width=\"2\" stroke=\"none\" marker-end=\"url(#diagram-c4d624a967ddd55b06be34bbc5735567db8e9e304229d58d1a9369db60caa205-arrowhead)\" style=\"fill: none;\"></line><line x1=\"592\" y1=\"363\" x2=\"592\" y2=\"363\" stroke-width=\"0\" marker-start=\"url(#diagram-c4d624a967ddd55b06be34bbc5735567db8e9e304229d58d1a9369db60caa205-sequencenumber)\"></line><text x=\"592\" y=\"367\" font-family=\"sans-serif\" font-size=\"12px\" text-anchor=\"middle\" class=\"sequenceNumber\">4</text><text x=\"217\" y=\"378\" text-anchor=\"middle\" dominant-baseline=\"middle\" alignment-baseline=\"middle\" class=\"messageText\" dy=\"1em\" style=\"font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif; font-size: 16px; font-weight: 400;\">OK</text><line x1=\"360\" y1=\"417\" x2=\"79\" y2=\"417\" class=\"messageLine0\" data-et=\"message\" data-id=\"i9\" data-from=\"Uploader\" data-to=\"PWD\" stroke-width=\"2\" stroke=\"none\" marker-end=\"url(#diagram-c4d624a967ddd55b06be34bbc5735567db8e9e304229d58d1a9369db60caa205-arrowhead)\" style=\"fill: none;\"></line><line x1=\"363\" y1=\"417\" x2=\"363\" y2=\"417\" stroke-width=\"0\" marker-start=\"url(#diagram-c4d624a967ddd55b06be34bbc5735567db8e9e304229d58d1a9369db60caa205-sequencenumber)\"></line><text x=\"363\" y=\"421\" font-family=\"sans-serif\" font-size=\"12px\" text-anchor=\"middle\" class=\"sequenceNumber\">5</text><text x=\"589\" y=\"479\" text-anchor=\"middle\" dominant-baseline=\"middle\" alignment-baseline=\"middle\" class=\"messageText\" dy=\"1em\" style=\"font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif; font-size: 16px; font-weight: 400;\">Re-calculate summary data</text><path d=\"M 589,518 C 649,508 649,548 589,538\" class=\"messageLine0\" data-et=\"message\" data-id=\"i12\" data-from=\"Platform\" data-to=\"Platform\" stroke-width=\"2\" stroke=\"none\" marker-end=\"url(#diagram-c4d624a967ddd55b06be34bbc5735567db8e9e304229d58d1a9369db60caa205-arrowhead)\" x1=\"595\" style=\"fill: none;\"></path><line x1=\"588\" y1=\"518\" x2=\"588\" y2=\"518\" stroke-width=\"0\" marker-start=\"url(#diagram-c4d624a967ddd55b06be34bbc5735567db8e9e304229d58d1a9369db60caa205-sequencenumber)\"></line><text x=\"588\" y=\"522\" font-family=\"sans-serif\" font-size=\"12px\" text-anchor=\"middle\" class=\"sequenceNumber\">6</text><text x=\"589\" y=\"563\" text-anchor=\"middle\" dominant-baseline=\"middle\" alignment-baseline=\"middle\" class=\"messageText\" dy=\"1em\" style=\"font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif; font-size: 16px; font-weight: 400;\">Store summary data</text><path d=\"M 589,602 C 649,592 649,632 589,622\" class=\"messageLine0\" data-et=\"message\" data-id=\"i13\" data-from=\"Platform\" data-to=\"Platform\" stroke-width=\"2\" stroke=\"none\" marker-end=\"url(#diagram-c4d624a967ddd55b06be34bbc5735567db8e9e304229d58d1a9369db60caa205-arrowhead)\" x1=\"595\" style=\"fill: none;\"></path><line x1=\"588\" y1=\"602\" x2=\"588\" y2=\"602\" stroke-width=\"0\" marker-start=\"url(#diagram-c4d624a967ddd55b06be34bbc5735567db8e9e304229d58d1a9369db60caa205-sequencenumber)\"></line><text x=\"588\" y=\"606\" font-family=\"sans-serif\" font-size=\"12px\" text-anchor=\"middle\" class=\"sequenceNumber\">7</text><text x=\"747\" y=\"687\" text-anchor=\"middle\" dominant-baseline=\"middle\" alignment-baseline=\"middle\" class=\"messageText\" dy=\"1em\" style=\"font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif; font-size: 16px; font-weight: 400;\">Summary available via patient list</text><line x1=\"595\" y1=\"726\" x2=\"904\" y2=\"726\" class=\"messageLine0\" data-et=\"message\" data-id=\"i15\" data-from=\"Platform\" data-to=\"Clinic\" stroke-width=\"2\" stroke=\"none\" marker-end=\"url(#diagram-c4d624a967ddd55b06be34bbc5735567db8e9e304229d58d1a9369db60caa205-arrowhead)\" style=\"fill: none;\"></line><line x1=\"588\" y1=\"726\" x2=\"588\" y2=\"726\" stroke-width=\"0\" marker-start=\"url(#diagram-c4d624a967ddd55b06be34bbc5735567db8e9e304229d58d1a9369db60caa205-sequencenumber)\"></line><text x=\"588\" y=\"730\" font-family=\"sans-serif\" font-size=\"12px\" text-anchor=\"middle\" class=\"sequenceNumber\">8</text><g class=\"actor-man actor-bottom\" name=\"PWD\" style=\"stroke: rgb(204, 204, 204);\"><line id=\"actor-man-torso3\" x1=\"75\" y1=\"771\" x2=\"75\" y2=\"791\"></line><line id=\"actor-man-arms3\" x1=\"57\" y1=\"779\" x2=\"93\" y2=\"779\"></line><line x1=\"57\" y1=\"806\" x2=\"75\" y2=\"791\"></line><line x1=\"75\" y1=\"791\" x2=\"91\" y2=\"806\"></line><circle cx=\"75\" cy=\"756\" r=\"15\" width=\"150\" height=\"65\"></circle><text x=\"75\" y=\"813.5\" dominant-baseline=\"central\" alignment-baseline=\"central\" class=\"actor actor-man\" style=\"text-anchor: middle; font-size: 16px; font-weight: 400; font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif;\"><tspan x=\"75\" dy=\"0\">Alice</tspan></text></g><g class=\"actor-man actor-bottom\" name=\"Clinic\" style=\"stroke: rgb(204, 204, 204);\"><line id=\"actor-man-torso3\" x1=\"908\" y1=\"771\" x2=\"908\" y2=\"791\"></line><line id=\"actor-man-arms3\" x1=\"890\" y1=\"779\" x2=\"926\" y2=\"779\"></line><line x1=\"890\" y1=\"806\" x2=\"908\" y2=\"791\"></line><line x1=\"908\" y1=\"791\" x2=\"924\" y2=\"806\"></line><circle cx=\"908\" cy=\"756\" r=\"15\" width=\"187\" height=\"65\"></circle><text x=\"908\" y=\"813.5\" dominant-baseline=\"central\" alignment-baseline=\"central\" class=\"actor actor-man\" style=\"text-anchor: middle; font-size: 16px; font-weight: 400; font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif;\"><tspan x=\"908\" dy=\"0\">Seastar Endocrinology</tspan></text></g><g id=\"actor2_popup\" class=\"actorPopupMenu\" display=\"none\"><rect class=\"actorPopupMenuPanel actor actor-bottom\" x=\"511\" y=\"65\" fill=\"#eaeaea\" stroke=\"#666\" width=\"213\" height=\"50\" rx=\"3\" ry=\"3\"></rect><a xlink:href=\"https://api.tidepool.org/\"><text x=\"521\" y=\"95\" dominant-baseline=\"central\" alignment-baseline=\"central\" class=\"actor\" style=\"text-anchor: start; font-size: 16px; font-weight: 400; font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif;\"><tspan x=\"521\" dy=\"0\">https://api.tidepool.org</tspan></text></a></g></svg>"},"children":["sequenceDiagram\n   autonumber\n   actor PWD as Alice\n   participant Uploader as Tidepool Uploader\n   participant Platform as Tidepool Platform\n   link Platform: https://api.tidepool.org @ https://api.tidepool.org\n   actor Clinic as Seastar Endocrinology\n\n   PWD->>Uploader: Connect CGM or BGM device\n   activate Uploader\n   Uploader->>Platform: Upload diabetes data\n   activate Platform\n   note right of Platform: If CGM or BGM data\n   Platform->>Platform: Mark account summary as out-of-date\n   Platform->>Uploader: OK\n   deactivate Platform\n   Uploader->>PWD: OK\n   deactivate Uploader\n\n   loop Every 30 seconds\n      Platform->>Platform: Re-calculate summary data\n      Platform->>Platform: Store summary data\n   end\n   Platform->>Clinic: Summary available via patient list\n"]},{"$$mdtype":"Tag","name":"Heading","attributes":{"level":2,"id":"calculation","__idx":2},"children":["Calculation"]},{"$$mdtype":"Tag","name":"p","attributes":{},"children":["The summary calculation is done in batches of up to 250 most out-of-date user accounts, up to 4 batches in one iteration, where each iteration may begin every 30 seconds. Thus, each calculation iteration may update up to 1,000 accounts. The calculation for each user proceeds as shown in the diagram below:"]},{"$$mdtype":"Tag","name":"Diagram","attributes":{"data-language":"mermaid","diagramType":"mermaid","diagramSource":"sequenceDiagram\n   autonumber\n   participant Device as Device\n   participant Samples as Samples\n   participant Buckets as Buckets\n   participant Periods as Periods\n\n   Device->>Samples: Upload CGM and/or BGM samples\n   Samples->>Buckets: Summarize by type into 1-hour buckets over 60 days\n   Buckets->>Periods: Summarize by type into 1, 7, 14, 30 day periods\n","diagramHtml":"<svg id=\"diagram-40e111d7f531a4f9f4f53adb3ad59cbbf7105090bc8cb063125cd73fe821f650\" width=\"100%\" xmlns=\"http://www.w3.org/2000/svg\" style=\"max-width: 1456px;\" viewBox=\"-50 -10 1456 333\" role=\"graphics-document document\" aria-roledescription=\"sequence\"><g><rect x=\"1206\" y=\"247\" fill=\"#eaeaea\" stroke=\"#666\" width=\"150\" height=\"65\" name=\"Periods\" rx=\"3\" ry=\"3\" class=\"actor 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text-anchor=\"middle\" dominant-baseline=\"middle\" alignment-baseline=\"middle\" class=\"messageText\" dy=\"1em\" style=\"font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif; font-size: 16px; font-weight: 400;\">Upload CGM and/or BGM samples</text><line x1=\"82\" y1=\"119\" x2=\"396\" y2=\"119\" class=\"messageLine0\" data-et=\"message\" data-id=\"i1\" data-from=\"Device\" data-to=\"Samples\" stroke-width=\"2\" stroke=\"none\" marker-end=\"url(#diagram-a79cd5b9e21c2cfa1f8b811285f3d15c4f3ba29e20d8852728049c3c0c9b0e0f-arrowhead)\" style=\"fill: none;\"></line><line x1=\"75\" y1=\"119\" x2=\"75\" y2=\"119\" stroke-width=\"0\" marker-start=\"url(#diagram-a79cd5b9e21c2cfa1f8b811285f3d15c4f3ba29e20d8852728049c3c0c9b0e0f-sequencenumber)\"></line><text x=\"75\" y=\"123\" font-family=\"sans-serif\" font-size=\"12px\" text-anchor=\"middle\" class=\"sequenceNumber\">1</text><text x=\"629\" y=\"134\" text-anchor=\"middle\" dominant-baseline=\"middle\" alignment-baseline=\"middle\" class=\"messageText\" dy=\"1em\" style=\"font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif; font-size: 16px; font-weight: 400;\">Summarize by type into 1-hour buckets over 60 days</text><line x1=\"407\" y1=\"173\" x2=\"856\" y2=\"173\" class=\"messageLine0\" data-et=\"message\" data-id=\"i2\" data-from=\"Samples\" data-to=\"Buckets\" stroke-width=\"2\" stroke=\"none\" marker-end=\"url(#diagram-a79cd5b9e21c2cfa1f8b811285f3d15c4f3ba29e20d8852728049c3c0c9b0e0f-arrowhead)\" style=\"fill: none;\"></line><line x1=\"400\" y1=\"173\" x2=\"400\" y2=\"173\" stroke-width=\"0\" marker-start=\"url(#diagram-a79cd5b9e21c2cfa1f8b811285f3d15c4f3ba29e20d8852728049c3c0c9b0e0f-sequencenumber)\"></line><text x=\"400\" y=\"177\" font-family=\"sans-serif\" font-size=\"12px\" text-anchor=\"middle\" class=\"sequenceNumber\">2</text><text x=\"1069\" y=\"188\" text-anchor=\"middle\" dominant-baseline=\"middle\" alignment-baseline=\"middle\" class=\"messageText\" dy=\"1em\" style=\"font-family: &quot;Redocly Mermaid Sans&quot;, sans-serif; font-size: 16px; font-weight: 400;\">Summarize by type into 1, 7, 14, 30 day periods</text><line x1=\"867\" y1=\"227\" x2=\"1277\" y2=\"227\" class=\"messageLine0\" data-et=\"message\" data-id=\"i3\" data-from=\"Buckets\" data-to=\"Periods\" stroke-width=\"2\" stroke=\"none\" marker-end=\"url(#diagram-a79cd5b9e21c2cfa1f8b811285f3d15c4f3ba29e20d8852728049c3c0c9b0e0f-arrowhead)\" style=\"fill: none;\"></line><line x1=\"860\" y1=\"227\" x2=\"860\" y2=\"227\" stroke-width=\"0\" marker-start=\"url(#diagram-a79cd5b9e21c2cfa1f8b811285f3d15c4f3ba29e20d8852728049c3c0c9b0e0f-sequencenumber)\"></line><text x=\"860\" y=\"231\" font-family=\"sans-serif\" font-size=\"12px\" text-anchor=\"middle\" class=\"sequenceNumber\">3</text></svg>"},"children":["sequenceDiagram\n   autonumber\n   participant Device as Device\n   participant Samples as Samples\n   participant Buckets as Buckets\n   participant Periods as Periods\n\n   Device->>Samples: Upload CGM and/or BGM samples\n   Samples->>Buckets: Summarize by type into 1-hour buckets over 60 days\n   Buckets->>Periods: Summarize by type into 1, 7, 14, 30 day periods\n"]},{"$$mdtype":"Tag","name":"p","attributes":{},"children":["Each user's data is first summarized into a set of 1-hour buckets separated by type (CGM or BGM) over the last 60 days, for a maximum of 1,440 buckets per type. The 60 day window is backwards from the date of the last uploaded data for each user, not the current date. The window may be shorter than 60 days of data if the user has not uploaded enough data. The window may also contain gaps."]},{"$$mdtype":"Tag","name":"p","attributes":{},"children":["The 1-hour buckets are then further summarized by type (CGM, BGM) into 1, 7, 14, and 30 day periods again backwards from the date of last uploaded data. In each period record, there is a delta record from the previous period of the corresponding duration. This enables period-over-period comparisons to support advanced dashboards such as ",{"$$mdtype":"Tag","name":"em","attributes":{},"children":["Stanford Timely Interventions for Diabetes Excellence"]}," or TIDE (",{"$$mdtype":"Tag","name":"MarkdownLink","attributes":{"href":"https://pubmed.ncbi.nlm.nih.gov/39506045/"},"children":["paper"]},"). The following diagram illustrates the relationship of the periods and the corresponding delta record."]},{"$$mdtype":"Tag","name":"Diagram","attributes":{"data-language":"mermaid","diagramType":"mermaid","diagramSource":"gantt\n   dateFormat YYYY-MM-DD\n   axisFormat %b %d\n   todayMarker off\n   tickInterval 1week\n   last uploaded data :crit, milestone, 2023-08-31, 0d\n   section Current Periods\n      current 1d   :active, 2023-08-30, 1d\n      current 7d   :active, 2023-08-24, 7d\n      current 14d  :active, 2023-08-17, 14d\n      current 30d  :active, 2023-08-01, 30d\n   section Previous Periods\n      previous 1d  :2023-08-29, 1d\n      previous 7d  :2023-08-17, 7d\n      previous 14d :2023-08-03, 14d\n      previous 30d :2023-07-02, 30d\n","diagramHtml":"<svg id=\"diagram-93c8f9e0f3b85ba6198eff0ecbbf5a6fb1df86c0297ea0561696df7393916d7b\" width=\"100%\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 1904 316\" style=\"max-width: 1904px;\" role=\"graphics-document document\" 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