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CQL Queries

Command Line

If you like to use the command line, please look into this section.

API Documentation

If yopu like to use the CQL Evaluation API directly, please read the CQL API Documentation.

Install the Quality Reporting UI

The most accessible way to create and execute CQL queries is to use the Quality Reporting UI. The Quality Reporting UI is a desktop application which you can download here.

Run Blaze

If you don't already have Blaze running, you can read about how to do it in Deployment. If you have Docker available just run:

docker run -p 8080:8080 -v blaze-data:/app/data samply/blaze:0.13

Start the Quality Reporting UI. You should see an empty measure list.

In the upper right corner, you see Localhost 8080. If Blaze runs on Localhost port 8080, you can continue, otherwise you have to go into Settings and add your Blaze servers location.

Add Your Blaze Server

Go into Settings and click on Add.

Enter a Name and a URL. Please be aware that URLs of Blaze FHIR endpoints have the path /fhir in it by default. You can find your FHIR endpoint URL of Blaze in the logs in a line like this:

Init FHIR RESTful API with base URL: http://localhost:8080/fhir

Create Your First Library

Blaze uses the FHIR Quality Reporting Module, to execute CQL queries. In Quality Reporting, CQL Query Expressions reside in Library resources and are referenced in Measure resources. In order to create a Library resource, go to Libraries and click on New Library.

After you created your Library, you can give it a name by clicking at Edit:

After naming your Library, you have to give it a canonical URL. We just use localhost for our URL here:

Next we add the CQL source code for our single InInitialPopulation query expression:

library Covid19
using FHIR version '4.0.0'
include FHIRHelpers version '4.0.0'

codesystem icd10: 'http://hl7.org/fhir/sid/icd-10'

define InInitialPopulation:
  exists([Condition: Code 'U07.1' from icd10])

Create Your First Measure

You can create Measure resources under Measures by clicking on New Measure. After giving our Measure a name, we also have to give it a canonical URL:

After that, we have to reference our previously created Library to our Measure by clicking on the Edit button in the right sidebar:

Because the Measure comes with an initial population definition by default, we will only check it by clicking on initial-population:

Here we see our CQL expression InInitialPopulation from our Library referenced:

Generating a First Report

To generate a Report, we click on Generate New Report:

After some time, a MeasureReport will appear in the list of reports of our Measure:

Please be patient, because currently there is no progress bar. If nothing appears for a long time, you can use the menu to go back to all measure, open our measure again and look if ou see a report with a fitting timestamp.

All reports are persisted in Blaze and are shown in the UI with their creation timestamp.

After you open the report, you will see that your initial-population has a count of zero.

Import Patients with COVID-19 Diagnoses

If you POST the following Bundle to the transaction endpoint of Blaze, you will have two patients, one with a COVID-19 condition and one without:

{
  "resourceType": "Bundle",
  "type": "transaction",
  "entry": [
    {
      "request": {
        "method": "PUT",
        "url": "Patient/0"
      },
      "resource": {
        "resourceType": "Patient",
        "id": "0"
      }
    },
    {
      "request": {
        "method": "PUT",
        "url": "Condition/0-condition"
      },
      "resource": {
        "resourceType": "Condition",
        "id": "0-condition",
        "code": {
          "coding": [
            {
              "code": "U07.1",
              "system": "http://hl7.org/fhir/sid/icd-10",
              "version": "2016"
            }
          ]
        },
        "subject": {
          "reference": "Patient/0"
        }
      }
    },
    {
      "request": {
        "method": "PUT",
        "url": "Patient/1"
      },
      "resource": {
        "resourceType": "Patient",
        "id": "1"
      }
    }
  ]
}

After importing patients, the result of the initial population will be one:

You can learn more about CQL queries in the Author's Guide at HL7.