eCQM QICore Content Implementation Guide
2024.0.0 - CI Build

eCQM QICore Content Implementation Guide, published by cqframework. This guide is not an authorized publication; it is the continuous build for version 2024.0.0 built by the FHIR (HL7® FHIR® Standard) CI Build. This version is based on the current content of https://github.com/cqframework/ecqm-content-qicore-2024/ and changes regularly. See the Directory of published versions

: Excessive Radiation Dose or Inadequate Image Quality for Diagnostic Computed Tomography in Adults - Clinician FHIR - XML Representation

Draft as of 2024-07-09

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<Measure xmlns="http://hl7.org/fhir">
  <id value="AlaraCTClinicalFHIR"/>
  <meta>
    <profile
             value="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/computable-measure-cqfm"/>
    <profile
             value="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/publishable-measure-cqfm"/>
    <profile
             value="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/executable-measure-cqfm"/>
  </meta>
  <text>
    <status value="extensions"/>
    <div xmlns="http://www.w3.org/1999/xhtml">
    <table class="grid dict">
        
            <tr>
                <th scope="row"><b>Title: </b></th>
                <td style="padding-left: 4px;">Excessive Radiation Dose or Inadequate Image Quality for Diagnostic Computed Tomography in Adults - Clinician FHIR</td>
            </tr>
        

        

        
            <tr>
                <th scope="row"><b>Id: </b></th>
                <td style="padding-left: 4px;">AlaraCTClinicalFHIR</td>
            </tr>
        

        
            <tr>
                <th scope="row"><b>Version: </b></th>
                <td style="padding-left: 4px;">0.4.000</td>
            </tr>
        

        
            <tr>
                <th scope="row"><b>Url: </b></th>
                <td style="padding-left: 4px;"><a href="Measure-AlaraCTClinicalFHIR.html">Excessive Radiation Dose or Inadequate Image Quality for Diagnostic Computed Tomography in Adults - Clinician FHIR</a></td>
            </tr>
        

        
            <tr>
                <th scope="row">
                    <b>
                        
                            
                                short-name identifier:
                            
                        
                    </b>
                </th>

                <td style="padding-left: 4px;">
                    
                        <p style="margin-bottom: 5px;">
                            <span>CMS1056FHIR</span>
                        </p>
                    
                </td>
            </tr>
        
            <tr>
                <th scope="row">
                    <b>
                        
                            
                                version-independent identifier:
                            
                        
                    </b>
                </th>

                <td style="padding-left: 4px;">
                    
                        <p style="margin-bottom: 5px;">
                            <span>urn:uuid:e5321c7f-e853-42af-a65a-1957b15bab23</span>
                        </p>
                    
                </td>
            </tr>
        
            <tr>
                <th scope="row">
                    <b>
                        
                            
                                version-specific identifier:
                            
                        
                    </b>
                </th>

                <td style="padding-left: 4px;">
                    
                        <p style="margin-bottom: 5px;">
                            <span>urn:uuid:e036f489-c3bd-4e8d-8807-1230cce1ab5c</span>
                        </p>
                    
                </td>
            </tr>
        
            <tr>
                <th scope="row">
                    <b>
                        
                            
                                endorser (CMS Consensus Based Entity) identifier:
                            
                        
                    </b>
                </th>

                <td style="padding-left: 4px;">
                    
                        <p style="margin-bottom: 5px;">
                            <span>3662e</span>
                        </p>
                    
                </td>
            </tr>
        
            <tr>
                <th scope="row">
                    <b>
                        
                            
                                publisher (CMS) identifier:
                            
                        
                    </b>
                </th>

                <td style="padding-left: 4px;">
                    
                        <p style="margin-bottom: 5px;">
                            <span>1056FHIR</span>
                        </p>
                    
                </td>
            </tr>
        

        
            <tr>
                <th scope="row"><b>Effective Period: </b></th>
                <td style="padding-left: 4px;">2025-01-01..2025-12-31</td>
            </tr>
        

        
            <tr>
                <th scope="row"><b>Status: </b></th>
                <td style="padding-left: 4px;">draft</td>
            </tr>
        

        

        
            <tr>
                <th scope="row"><b>Publisher: </b></th>
                <td style="padding-left: 4px;">Alara Imaging, Inc.</td>
            </tr>
        

        
        <tr>
            <th scope="row"><b>Author: </b></th>
            <td style="padding-left: 4px;">University of California San Francisco</td>
        </tr>
        

        

        
            <tr>
                <th scope="row"><b>Description: </b></th>
                <td style="padding-left: 4px;"><div><p>This measure provides a standardized method for monitoring the performance of diagnostic CT to discourage unnecessarily high radiation doses, a risk factor for cancer, while preserving image quality. It is expressed as a % of patients with CT exams that are out-of-range based on having either excessive radiation dose or inadequate image quality relative to evidence-based thresholds based on the clinical indication for the exam. All diagnostic CT exams of specified anatomic sites performed in inpatient, outpatient and ambulatory care settings are eligible. This measure is not telehealth eligible. This eCQM requires the use of additional software to access primary data elements stored within radiology electronic health records and translate them into data elements that can be ingested by this eCQM. Additional details are included in the Guidance field.</p>
</div></td>
            </tr>
        

        

        

        

        

        

        
            <tr>
                <th scope="row"><b>Purpose: </b></th>
                <td style="padding-left: 4px;"><div><p>UNKNOWN</p>
</div></td>
            </tr>
        

        
            <tr>
                <th scope="row"><b>Copyright: </b></th>
                <td style="padding-left: 4px;"><div><p>The translation software was written and will be updated and maintained by Alara Imaging and will be accessible by creating a secure account through Alara’s website.</p>
<p>Copyright (C) 2024 Alara Imaging, Inc. All Rights Reserved.</p>
<p>This Measure and related data specifications are owned by Alara Imaging, Inc. Alara Imaging, Inc. is not responsible for any use of the Measure. Alara Imaging, Inc. makes no representations, warranties, or endorsement about the quality of any organization or physician that uses or reports performance measures and Alara Imaging, Inc. has no liability to anyone who relies on such measures or specifications.</p>
<p>The Measure can be reproduced and distributed, without modification, for noncommercial purposes (e.g., use by healthcare providers in connection with their practices). Commercial use is defined as the sale, licensing, or distribution of the Measure for commercial gain, or incorporation of the Measure into a product or service that is sold, licensed or distributed for commercial gain. All commercial uses or requests for modification must be approved by Alara Imaging, Inc. and are subject to a license at the discretion of Alara Imaging, Inc.</p>
</div></td>
            </tr>
        

        
            <tr>
                <th scope="row"><b>Disclaimer: </b></th>
                <td style="padding-left: 4px;"><div><p>The Measure is not a clinical guideline, does not establish a standard of medical care, and has not been tested for all potential applications.</p>
<p>Alara Imaging, Inc., the University of California San Francisco, and its members and users shall not be responsible for any use or accuracy of the Measure or any code contained within the Measure. THE MEASURE AND SPECIFICATIONS ARE PROVIDED “AS IS” WITHOUT WARRANTY OF ANY KIND.</p>
<p>Limited proprietary coding is contained in the Measure specifications for convenience. Users of the proprietary code sets should obtain all necessary licenses from the owners of these code sets. Alara Imaging, Inc. disclaims all liability for use or accuracy of any third-party code contained in the specifications. CPT(R) contained in the Measure specifications is copyright 2004-2023 American Medical Association. LOINC(R) is copyright 2004-2023 Regenstrief Institute, Inc. SNOMED Clinical Terms(R) (SNOMED CT[R]) is copyright 2004-2023 International Health Terminology Standards Development Organisation. ICD-10 is copyright 2023 World Health Organization. All Rights Reserved. Due to technical limitations, registered trademarks are indicated by (R) or [R].</p>
</div></td>
            </tr>
        

        

        

        
            <tr>
                <th scope="row"><b>Scoring: </b></th>
                <td style="padding-left: 4px;">
                    
                        
                            <p style="margin-bottom: 5px;">
                                <span>Proportion </span>
                            </p>
                        
                    
                    
                </td>
            </tr>
        

        

        

        

        

        
        <tr>
            <th scope="row"><b>Rationale: </b></th>
            <td style="padding-left: 4px;"><div><p>Diagnostic imaging using CT occurs in more than a third of acute care hospitalizations in the U.S. (Vance, 2013) and greater than 90 million scans are performed annually in the U.S. (IMV, 2019). There is marked observed variation in the radiation doses used to perform these exams (Smith-Bindman, 2019). The inconsistency in how CT exams are performed represents a significant, unnecessary, and modifiable iatrogenic health risk, as there is extensive epidemiological and biological evidence that suggests exposure to radiation in the same range as that routinely delivered by CT increases a person's risk of developing cancer (Board of Radiation Effects, 2006; Grant, 2017; Hong, 2019; Sakata, 2019; Sadakane, 2019, references a and b; Bernier, 2019; Meulepas, 2019; Brenner, 2020; Berrington de Gonzalez, 2020; Sugiyama, 2020; Hauptmann, 2020; Huang, 2020; Abalo, 2021; Cao, 2022; Hauptmann, 2023). It is estimated that 2% (37,000) of the 1.8 million cancers diagnosed annually in the U.S. are caused by CT exams (Berrington de Gonzalez, 2009; NCI Cancer Statistics, 2020).</p>
<p>The measure focuses on reducing radiation dose in CT, an intermediate outcome directly and proportionally related to cancer prevention. As radiation dose is known to be directly related and proportional to future cancer risk (Board of Radiation Effects, 2006; Berrington de Gonzalez, 2009), any reduction in radiation exposure would be expected to lead to a proportional reduction in cancers. Research suggests that when healthcare organizations and clinicians are provided with a summary of their CT radiation doses, their subsequent doses can be reduced without changing the usefulness of these tests (Smith-Bindman, 2020).</p>
<p>On the basis of the current estimated number of CT scans performed annually in the U.S. (IMV, 2019), distribution in scan types and observed doses (Demb, 2017; Smith-Bindman, 2019), modeling of the cancer risk associated with CT at different ages of exposure (Berrington de Gonzalez, 2009), and costs of cancer care (Dieguez, 2017; Mariotto, 2011), an estimated 13,982 cancers could be prevented among Medicare beneficiaries annually, resulting in $1.86 billion to $5.21 billion annual cost savings. These cost calculations were supported by more recent data on cancer survivorship and costs, which yielded an estimated $3.04 billion dollars in annual costs savings to Medicare. (Mariotto, 2020; NCI Office of Cancer Survivorship, 2022).</p>
</div></td>
        </tr>
        

        
        <tr>
            <th scope="row"><b>Clinical recommendation statement: </b></th>
            <td style="padding-left: 4px;"><div><p>The measure aligns with numerous evidence- and consensus-based clinical guidelines asking radiologists to track, optimize, and lower CT radiation doses, guidelines that have been written by the American College of Radiology (Kanal, 2017), cardiovascular imaging societies (Hirshfeld, 2018, references a, b and c noted below), Image Gently Alliance, an initiative begun by the American College of Radiology, the Radiological Society of North America, American Society of Radiologic Technologists, the American Association of Physicists in Medicine, and the Society of Pediatric Radiology, which dozens of U.S. and international organizations have joined as recently as 2020 (Image Gently Alliance, 2022), and the US Food and Drug Administration (FDA, 2019).</p>
<p>This measure has been strongly supported by a Technical Expert Panel (TEP) comprising a diverse group of clinicians, patient advocates, and leaders of medical specialty societies, payers, and healthcare safety and accrediting organizations, all of whom were engaged through every stage of measure conceptualization, development, and testing. In assessing the face validity of the measure, 100% of TEP members agreed radiation dose and global noise are relevant metrics of CT quality, that size is an appropriate method of risk adjustment, and that performance on this measure of radiation dose and image quality as specified is a representation of quality.</p>
</div></td>
        </tr>
        

        

        
            <tr>
                <th scope="row"><b>Guidance (Usage): </b></th>
                <td style="padding-left: 4px;">This is an inverse measure; as such the higher the value the worse the performance. 

The level of aggregation for this eCQM is the clinician. Parallel eCQMs report CT exams performed in inpatient and outpatient hospital settings and is aggregated on the facility level. A single CT exam may be simultaneously measured in both the MIPS and one of the hospital reporting programs (inpatient or outpatient); however, a single exam cannot be measured in both the inpatient and outpatient hospital quality reporting programs. 

TRANSLATION SOFTWARE

As a radiology measure, the measure derives standardized data elements from structured fields within both the electronic health record (EHR) and the radiology electronic clinical data systems, including the Radiology Information System (RIS) and the Picture Archiving and Communication System (PACS). Primary imaging data including Radiation Dose Structured Reports and image pixel data are stored in the PACS in Digital Imaging and Communications in Medicine (DICOM) format, a universally adopted standard for medical imaging information. Because of limitations in their specifications and format, eCQMs cannot currently access and consume elements from these radiology sources in their original DICOM formats. Thus, translation software was developed to transform primary data into a format that the eCQM can consume. This eCQM requires the use of additional software (translation software) to access the primary data elements that are required for measure computation and translate them into data elements that can be ingested by this eCQM. The purpose of this translation software is to access and link these primary data elements with minimal site burden, assess each CT exam for eligibility based on initial population criteria, and generate the three data elements mapped to a clinical terminology for eCQM consumption: CT Dose and Image Quality Category, Calculated CT Size-Adjusted Dose, and Calculated CT Global Noise. The translation software necessary to use this eCQM is written and maintained by Alara Imaging, Inc. 

CODING

The translation software will create three variables required for measure computation including the CT Dose and Image Quality Category (LOINC(R) Code 96914-7), the Calculated CT Global Noise (LOINC(R) Code 96912-1) and the Calculated CT Size-Adjusted Dose (LOINC(R) Code 96913-9). These variables are defined in the Definition field above. These transformed data elements can be stored in the EHR. 

MEASURE CALCULATION

The measure will evaluate each included CT exam for a patient based on allowable thresholds that are specified by the CT Dose and Image Quality Category. An exam is considered out of range if either the Calculated CT Global Noise or the Calculated CT Size-Adjusted Dose is out of range for the CT Dose and Image Quality Category. Exams will be evaluated against their corresponding threshold, shown below with the following format: [Category shorthand (=CT Dose and Image Quality Category), threshold for the Calculated CT Global Noise in Hounsfield units, threshold for the Calculated CT Size-Adjusted Dose in dose length product].

[LA31752-1 (=Abdomen and Pelvis, Low Dose), 64, 598];
[LA31753-9 (=Abdomen and Pelvis, Routine Dose), 29, 644];
[LA31754-7 (=Abdomen and Pelvis, High Dose), 29, 1260];
[LA31755-4 (=Cardiac Low Dose), 55, 93];
[LA31756-2 (=Cardiac Routine Dose), 32, 576];
[LA31758-8 (=Chest Low Dose), 55, 377];
[LA31759-6 (=Chest Routine Dose), 49, 377];
[LA31761-2 (=Chest High Dose or Cardiac High Dose), 49, 1282];
[LA31762-0 (=Head Low Dose), 115, 582];
[LA31763-8 (=Head Routine Dose), 115, 1025];
[LA31764-6 (=Head High Dose), 115, 1832];
[LA31765-3 (=Upper or Lower Extremity), 73, 320];
[LA31766-1 (=Neck or Cervical Spine), 25, 1260];
[LA31767-9 (=Thoracic or Lumbar Spine), 25, 1260];
[LA31768-7 (=Combined Chest, Abdomen and Pelvis), 29, 1637];
[LA31851-1 (=Combined Thoracic and Lumbar Spine), 25, 2520];
[LA31769-5 (=Combined Head and Neck, Routine Dose), 25, 2285];
[LA31770-3 (=Combined Head and Neck, High Dose), 25, 3092]

EXCLUSIONS

CT scans with missing patient age or missing CT Dose and Image Quality Category (LOINC(R) 96914-7) are excluded from the initial population. 
CT scans with a missing Calculated Global Noise value or a missing Calculated CT Size-Adjusted Dose value are not included in the denominator.
Patients that have one or more CT scans assigned a CT Dose and Image Quality Category (LOINC(R) 96914-7) value using the LOINC(R) answer list (LL5824-9) of full body (LA31771-1) during the measurement period are excluded from the denominator. These exams are included in the initial population because they have a non-missing CT Dose and Image Quality Category but are then removed as a Denominator Exclusion in the eCQM because the value is full body, which reflects CT exams that cannot be categorized by anatomical area or by clinical indication, either because they are simultaneous exams of multiple body regions outside of four commonly encountered multiple region groupings, or because there is insufficient data for their classification based on the given diagnosis and procedure codes.

This eCQM is a patient-based measure and should report the percentage of patients that had an eligible CT scan performed during the measurement period that had either a size adjusted dose or noise level out of range.

Telehealth encounters are not eligible for this measure because the measure does not contain telehealth-eligible encounter codes.

This FHIR-based measure has been derived from the QDM-based measure: CMS1056v2. Please refer to the HL7 QI-Core Implementation Guide (https://hl7.org/fhir/us/qicore/STU4.1.1/) for more information on QI-Core and mapping recommendations from QDM to QI-Core 4.1.1 (https://hl7.org/fhir/us/qicore/STU4.1.1/qdm-to-qicore.html).</td>
            </tr>
        

        
            
                <tr>
                    <th scope="row"><b>Population Criteria: </b></th>
                    <td style="padding-left: 4px;">
                        
                            <table class="grid-dict">
                                
                                    <tr>
                                        <th><b>664397f9a7a1805d3b73742d</b></th>
                                    </tr>
                                
                                
                                    <tr>
                                        <td>Initial Population:</td>

                                        
                                            
                                                <td>Patients aged 18 years and older at the start of the measurement period that have an eligible CT scan with Dose and Image Quality Category performed during the measurement period</td>
                                            
                                        

                                    </tr>
                                
                                    <tr>
                                        <td>Denominator:</td>

                                        
                                            
                                                <td>Equals Initial population where an eligible CT scan has a Calculated Global Noise value and a Calculated CT Size-Adjusted Dose value</td>
                                            
                                        

                                    </tr>
                                
                                    <tr>
                                        <td>Denominator Exclusion:</td>

                                        
                                            
                                                <td>Patients with one or more eligible CT scans that has a CT Dose and Image Quality Category = full body</td>
                                            
                                        

                                    </tr>
                                
                                    <tr>
                                        <td>Numerator:</td>

                                        
                                            
                                                <td>Patients with one or more eligible CT scans with calculated CT Size-Adjusted Dose greater than or equal to a threshold specific to the CT Dose and Image Quality Category, or Calculated CT Global Noise value greater than or equal to a threshold specific to the CT Dose and Image Quality Category</td>
                                            
                                        

                                    </tr>
                                
                                
                            </table>
                        
                    </td>
                </tr>
            
        

        
            <tr>
                <th scope="row"><b> Supplemental Data Elements: </b></th>
                <td style="padding-left: 4px;">
                    
                        
                            
                                <p>SDE Ethnicity</p>
                            
                        
                    
                        
                            
                                <p>SDE Payer</p>
                            
                        
                    
                        
                            
                                <p>SDE Race</p>
                            
                        
                    
                        
                            
                                <p>SDE Sex</p>
                            
                        
                    
                </td>
            </tr>
        

        

        
            <tr>
                <th scope="row">
                    <b> Supplemental Data Guidance
                        : </b></th>
                <td style="padding-left: 4px;"> For every patient evaluated by this measure also identify payer, race, ethnicity and sex; SDE Ethnicity 
 SDE Payer 
 SDE Race 
 SDE Sex 
  </td>
            </tr>
        

        
            <tr>
                <th scope="row"><b>Libraries: </b></th>
                <td style="padding-left: 4px;">
                    <table class="grid-dict">
                        
                            <tr>
                                <td><a href="Library-AlaraCTClinicalFHIR.html">AlaraCTClinicalFHIR</a></td>
                            </tr>
                        
                    </table>
                </td>
            </tr>
        

        

        
            
                <tr>
                    <th scope="row"><b>Terminology and Other Dependencies: </b></th>
                    <td style="padding-left: 4px;">
                        
                            <li><code>Library/SupplementalDataElements|3.5.000</code></li>
                        
                            <li><code>Library/QICoreCommon|2.1.000</code></li>
                        
                            <li><code>Library/FHIRHelpers|4.4.000</code></li>
                        
                            <li><code>Library/AlaraCommonFunctions|1.5.000</code></li>
                        
                            <li><a href="http://hl7.org/fhir/R4/codesystem-administrative-gender.html">AdministrativeGender</a></li>
                        
                            <li><a href="http://terminology.hl7.org/5.5.0/CodeSystem-v3-loinc.html">Logical Observation Identifiers, Names and Codes (LOINC)</a></li>
                        
                            <li><a href="https://vsac.nlm.nih.gov/valueset/2.16.840.1.114222.4.11.3591/expansion">Payer</a></li>
                        
                    </td>
                </tr>
                <tr>
                    <th scope="row"><b>Parameters:</b></th>
                    <td style="padding-left: 4px;">
                        <table class="grid-dict">
                            <tr>
                                <th><b>name</b></th>
                                <th><b>use</b></th>
                                <th><b>min</b></th>
                                <th><b>max</b></th>
                                <th><b>type</b></th>
                            </tr>
                            
                                <tr>
                                    <td>Measurement Period</td>
                                    <td>In</td>
                                    <td>0</td>
                                    <td>1</td>
                                    <td>Period</td>
                                </tr>
                            
                                <tr>
                                    <td>SDE Sex</td>
                                    <td>Out</td>
                                    <td>0</td>
                                    <td>1</td>
                                    <td>Coding</td>
                                </tr>
                            
                                <tr>
                                    <td>Numerator</td>
                                    <td>Out</td>
                                    <td>0</td>
                                    <td>1</td>
                                    <td>boolean</td>
                                </tr>
                            
                                <tr>
                                    <td>Denominator</td>
                                    <td>Out</td>
                                    <td>0</td>
                                    <td>1</td>
                                    <td>boolean</td>
                                </tr>
                            
                                <tr>
                                    <td>SDE Payer</td>
                                    <td>Out</td>
                                    <td>0</td>
                                    <td>*</td>
                                    <td>Resource</td>
                                </tr>
                            
                                <tr>
                                    <td>Initial Population</td>
                                    <td>Out</td>
                                    <td>0</td>
                                    <td>1</td>
                                    <td>boolean</td>
                                </tr>
                            
                                <tr>
                                    <td>SDE Ethnicity</td>
                                    <td>Out</td>
                                    <td>0</td>
                                    <td>1</td>
                                    <td>Resource</td>
                                </tr>
                            
                                <tr>
                                    <td>Denominator Exclusion</td>
                                    <td>Out</td>
                                    <td>0</td>
                                    <td>1</td>
                                    <td>boolean</td>
                                </tr>
                            
                                <tr>
                                    <td>SDE Race</td>
                                    <td>Out</td>
                                    <td>0</td>
                                    <td>1</td>
                                    <td>Resource</td>
                                </tr>
                            
                        </table>
                    </td>
                </tr>

                <tr>
                    <th scope="row"><b>DataRequirements:</b></th>
                    <td style="padding-left: 4px;">
                        <table class="grid-dict">
                            <tr>
                                <th><b>Resource Type</b></th>
                                <th><b>Resource Elements</b></th>
                                <th><b>Valueset Name</b></th>
                                <th><b>Valueset</b></th>
                            </tr>
                            
                                <tr>
                                    <td>Patient(<a href="http://hl7.org/fhir/us/qicore/STU4.1.1/StructureDefinition-qicore-patient.html">QICorePatient</a>)</td>
                                    <td>
                                        
                                            ethnicity
                                        
                                            race
                                        
                                    </td>
                                    <td>
                                        
                                    </td>
                                    <td/>
                                </tr>
                            
                                <tr>
                                    <td>Observation(<a href="http://hl7.org/fhir/us/qicore/STU4.1.1/StructureDefinition-qicore-observation.html">QICoreObservation</a>)</td>
                                    <td>
                                        
                                            code
                                        
                                            effective
                                        
                                            value
                                        
                                            value.unit
                                        
                                            value.value
                                        
                                            value.codes
                                        
                                    </td>
                                    <td>
                                        
                                    </td>
                                    <td/>
                                </tr>
                            
                                <tr>
                                    <td>Coverage(<a href="http://hl7.org/fhir/us/qicore/STU4.1.1/StructureDefinition-qicore-coverage.html">QICoreCoverage</a>)</td>
                                    <td>
                                        
                                            type
                                        
                                            period
                                        
                                    </td>
                                    <td>
                                        
                                            
                                                 Payer Type
                                            
                                        
                                    </td>
                                    <td><a href="https://vsac.nlm.nih.gov/valueset/2.16.840.1.114222.4.11.3591/expansion">Payer</a></td>
                                </tr>
                            
                        </table>
                    </td>
                </tr>

                
                    <tr>
                        <th scope="row"><b>Direct Reference Codes:</b></th>
                        <td style="padding-left: 4px;">
                            <table class="grid-dict">
                                <tr>
                                    <th><b>display</b></th>
                                    <th><b>code</b></th>
                                    <th><b>system</b></th>
                                </tr>
                                
                                    <tr>
                                        <td>Male</td>
                                        <td>M</td>
                                        <td><a href="http://hl7.org/fhir/R4/codesystem-administrative-gender.html">http://hl7.org/fhir/administrative-gender</a></td>
                                    </tr>
                                
                                    <tr>
                                        <td>Female</td>
                                        <td>F</td>
                                        <td><a href="http://hl7.org/fhir/R4/codesystem-administrative-gender.html">http://hl7.org/fhir/administrative-gender</a></td>
                                    </tr>
                                
                                    <tr>
                                        <td>CT dose and image quality category</td>
                                        <td>96914-7</td>
                                        <td><a href="http://terminology.hl7.org/5.5.0/CodeSystem-v3-loinc.html">http://loinc.org</a></td>
                                    </tr>
                                
                                    <tr>
                                        <td>Calculated CT global noise</td>
                                        <td>96912-1</td>
                                        <td><a href="http://terminology.hl7.org/5.5.0/CodeSystem-v3-loinc.html">http://loinc.org</a></td>
                                    </tr>
                                
                                    <tr>
                                        <td>Calculated CT size-adjusted dose</td>
                                        <td>96913-9</td>
                                        <td><a href="http://terminology.hl7.org/5.5.0/CodeSystem-v3-loinc.html">http://loinc.org</a></td>
                                    </tr>
                                
                                    <tr>
                                        <td>Abdomen and Pelvis Low Dose</td>
                                        <td>LA31752-1</td>
                                        <td><a href="http://terminology.hl7.org/5.5.0/CodeSystem-v3-loinc.html">http://loinc.org</a></td>
                                    </tr>
                                
                                    <tr>
                                        <td>Abdomen and Pelvis Routine Dose</td>
                                        <td>LA31753-9</td>
                                        <td><a href="http://terminology.hl7.org/5.5.0/CodeSystem-v3-loinc.html">http://loinc.org</a></td>
                                    </tr>
                                
                                    <tr>
                                        <td>Abdomen and Pelvis High Dose</td>
                                        <td>LA31754-7</td>
                                        <td><a href="http://terminology.hl7.org/5.5.0/CodeSystem-v3-loinc.html">http://loinc.org</a></td>
                                    </tr>
                                
                                    <tr>
                                        <td>Cardiac Low Dose</td>
                                        <td>LA31755-4</td>
                                        <td><a href="http://terminology.hl7.org/5.5.0/CodeSystem-v3-loinc.html">http://loinc.org</a></td>
                                    </tr>
                                
                                    <tr>
                                        <td>Cardiac Routine Dose</td>
                                        <td>LA31756-2</td>
                                        <td><a href="http://terminology.hl7.org/5.5.0/CodeSystem-v3-loinc.html">http://loinc.org</a></td>
                                    </tr>
                                
                                    <tr>
                                        <td>Chest Low Dose</td>
                                        <td>LA31758-8</td>
                                        <td><a href="http://terminology.hl7.org/5.5.0/CodeSystem-v3-loinc.html">http://loinc.org</a></td>
                                    </tr>
                                
                                    <tr>
                                        <td>Chest Routine Dose</td>
                                        <td>LA31759-6</td>
                                        <td><a href="http://terminology.hl7.org/5.5.0/CodeSystem-v3-loinc.html">http://loinc.org</a></td>
                                    </tr>
                                
                                    <tr>
                                        <td>Cardiac High Dose or Chest High Dose</td>
                                        <td>LA31761-2</td>
                                        <td><a href="http://terminology.hl7.org/5.5.0/CodeSystem-v3-loinc.html">http://loinc.org</a></td>
                                    </tr>
                                
                                    <tr>
                                        <td>Head Low Dose</td>
                                        <td>LA31762-0</td>
                                        <td><a href="http://terminology.hl7.org/5.5.0/CodeSystem-v3-loinc.html">http://loinc.org</a></td>
                                    </tr>
                                
                                    <tr>
                                        <td>Head Routine Dose</td>
                                        <td>LA31763-8</td>
                                        <td><a href="http://terminology.hl7.org/5.5.0/CodeSystem-v3-loinc.html">http://loinc.org</a></td>
                                    </tr>
                                
                                    <tr>
                                        <td>Head High Dose</td>
                                        <td>LA31764-6</td>
                                        <td><a href="http://terminology.hl7.org/5.5.0/CodeSystem-v3-loinc.html">http://loinc.org</a></td>
                                    </tr>
                                
                                    <tr>
                                        <td>Extremity</td>
                                        <td>LA31765-3</td>
                                        <td><a href="http://terminology.hl7.org/5.5.0/CodeSystem-v3-loinc.html">http://loinc.org</a></td>
                                    </tr>
                                
                                    <tr>
                                        <td>Neck or Cervical Spine</td>
                                        <td>LA31766-1</td>
                                        <td><a href="http://terminology.hl7.org/5.5.0/CodeSystem-v3-loinc.html">http://loinc.org</a></td>
                                    </tr>
                                
                                    <tr>
                                        <td>Thoracic or Lumbar Spine</td>
                                        <td>LA31767-9</td>
                                        <td><a href="http://terminology.hl7.org/5.5.0/CodeSystem-v3-loinc.html">http://loinc.org</a></td>
                                    </tr>
                                
                                    <tr>
                                        <td>Simultaneous Chest and Abdomen and Pelvis</td>
                                        <td>LA31768-7</td>
                                        <td><a href="http://terminology.hl7.org/5.5.0/CodeSystem-v3-loinc.html">http://loinc.org</a></td>
                                    </tr>
                                
                                    <tr>
                                        <td>Simultaneous Thoracic and Lumbar Spine</td>
                                        <td>LA31851-1</td>
                                        <td><a href="http://terminology.hl7.org/5.5.0/CodeSystem-v3-loinc.html">http://loinc.org</a></td>
                                    </tr>
                                
                                    <tr>
                                        <td>Simultaneous Head and Neck Routine Dose</td>
                                        <td>LA31769-5</td>
                                        <td><a href="http://terminology.hl7.org/5.5.0/CodeSystem-v3-loinc.html">http://loinc.org</a></td>
                                    </tr>
                                
                                    <tr>
                                        <td>Simultaneous Head and Neck High Dose</td>
                                        <td>LA31770-3</td>
                                        <td><a href="http://terminology.hl7.org/5.5.0/CodeSystem-v3-loinc.html">http://loinc.org</a></td>
                                    </tr>
                                
                                    <tr>
                                        <td>Full Body</td>
                                        <td>LA31771-1</td>
                                        <td><a href="http://terminology.hl7.org/5.5.0/CodeSystem-v3-loinc.html">http://loinc.org</a></td>
                                    </tr>
                                
                            </table>
                        </td>
                    </tr>
                

                
                <tr>
                    <th scope="row"><b>Logic Definitions:</b></th>
                    <td style="padding-left: 4px;">
                        
                        <table class="grid-dict">
                            <tr>
                                <th><b>Group</b></th>
                                <th><b>Scoring</b></th>
                                <th><b>Population Criteria</b></th>
                                <th><b>Expression</b></th>
                            </tr>
                            <tr>
                                
                                <td> 664397f9a7a1805d3b73742d </td>
                                <td colspan="3" style="padding-left: 4px;">
                                    
                                        <b>Group scoring:</b>
                                        
                                            <span>  proportion </span>
                                        
                                    

                                    

                                    
                                        <b>Measure scoring:</b>
                                        
                                            <p style="margin-bottom: 5px;">
                                                <span>Proportion</span>
                                            </p>
                                        
                                    

                                    

                                    
                                        <tr>
                                        
                                            <th scope="row"><b>Type: </b></th>
                                            <td style="padding-left: 4px;">
                                                
                                                    
                                                        <p style="margin-bottom: 5px;">
                                                            <span>Outcome </span>
                                                        </p>
                                                    
                                                
                                                
                                            </td>
                                        
                                        </tr>
                                    

                                    

                                    
                                    <tr>
                                        <th scope="row"><b>Rate Aggregation: </b></th>
                                        <td colspan="3" style="padding-left: 4px;">None</td>
                                    </tr>
                                    

                                    
                                        <tr>
                                            <th scope="row"><b>Improvement Notation: </b></th>
                                            <td style="padding-left: 4px;">
                                            
                                                
                                                    
                                                        <p style="margin-bottom: 5px;">
                                                            <span>increase </span>
                                                        </p>
                                                    
                                                
                                                
                                            
                                            </td>
                                        </tr>
                                    

                                    

                                </td>
                                
                                <tr>
                                    <td/>
                                    <td/>
                                    <td>Initial Population</td>
                                    <td>
                                        
                                            <pre><code class="language-cql">define &quot;Initial Population&quot;:
  exists ( &quot;Patients with Qualifying CTScan&quot; )</code></pre>
                                        
                                    </td>
                                </tr>
                                
                                <tr>
                                    <td/>
                                    <td/>
                                    <td>Denominator</td>
                                    <td>
                                        
                                            <pre><code class="language-cql">define &quot;Denominator&quot;:
  exists ( &quot;Patients with Qualifying CTScan with Values&quot; )</code></pre>
                                        
                                    </td>
                                </tr>
                                
                                <tr>
                                    <td/>
                                    <td/>
                                    <td>Denominator Exclusion</td>
                                    <td>
                                        
                                            <pre><code class="language-cql">define &quot;Denominator Exclusion&quot;:
  exists ( &quot;Patients with Qualifying CTScan with Values&quot; CTScan
      where ( CTScan.value as Concept ).codes contains &quot;Full Body&quot;
  )</code></pre>
                                        
                                    </td>
                                </tr>
                                
                                <tr>
                                    <td/>
                                    <td/>
                                    <td>Numerator</td>
                                    <td>
                                        
                                            <pre><code class="language-cql">define &quot;Numerator&quot;:
  exists ( &quot;Patients with Qualifying CTScan with Values&quot; CTScan
      where AlaraCommon.&quot;CT Scan Qualifies&quot; ( CTScan )
  )</code></pre>
                                        
                                    </td>
                                </tr>
                                
                                
                            
                            </tr>
                        </table>
                

                <table class="grid-dict">
                    
                        <tr>
                            <th><b>Library Name</b></th>
                            <th><b>Name</b></th>
                        </tr>
                        <tr>
                            
                                <td>SupplementalDataElements</td>
                            
                            
                                <td>SDE Sex</td>
                            
                        </tr>
                        <tr>
                            
                                <td/>
                                <td>
                                    <pre class="highlight language-cql"><code class="language-cql">define &quot;SDE Sex&quot;:
  case
    when Patient.gender = 'male' then &quot;M&quot;
    when Patient.gender = 'female' then &quot;F&quot;
    else null
  end</code></pre>
                                </td>
                            
                        </tr>
                    
                        <tr>
                            <th><b>Library Name</b></th>
                            <th><b>Name</b></th>
                        </tr>
                        <tr>
                            
                                <td>AlaraCTClinicalFHIR</td>
                            
                            
                                <td>SDE Sex</td>
                            
                        </tr>
                        <tr>
                            
                                <td/>
                                <td>
                                    <pre class="highlight language-cql"><code class="language-cql">define &quot;SDE Sex&quot;:
  SDE.&quot;SDE Sex&quot;</code></pre>
                                </td>
                            
                        </tr>
                    
                        <tr>
                            <th><b>Library Name</b></th>
                            <th><b>Name</b></th>
                        </tr>
                        <tr>
                            
                                <td>AlaraCTClinicalFHIR</td>
                            
                            
                                <td>Patients with Qualifying CTScan</td>
                            
                        </tr>
                        <tr>
                            
                                <td/>
                                <td>
                                    <pre class="highlight language-cql"><code class="language-cql">define &quot;Patients with Qualifying CTScan&quot;:
  [Observation: &quot;CT dose and image quality category&quot;] CTScanResult
    where QICoreCommon.ToInterval ( CTScanResult.effective ) ends during day of &quot;Measurement Period&quot;
      and ( AgeInYearsAt(start of &quot;Measurement Period&quot;) &gt;= 18 )</code></pre>
                                </td>
                            
                        </tr>
                    
                        <tr>
                            <th><b>Library Name</b></th>
                            <th><b>Name</b></th>
                        </tr>
                        <tr>
                            
                                <td>AlaraCTClinicalFHIR</td>
                            
                            
                                <td>Patients with Qualifying CTScan with Values</td>
                            
                        </tr>
                        <tr>
                            
                                <td/>
                                <td>
                                    <pre class="highlight language-cql"><code class="language-cql">define &quot;Patients with Qualifying CTScan with Values&quot;:
  &quot;Patients with Qualifying CTScan&quot; CTScan
    where AlaraCommon.&quot;Global Noise Value&quot; ( CTScan ) is not null
      and AlaraCommon.&quot;Size Adjusted Value&quot; ( CTScan ) is not null
      and CTScan.value is not null</code></pre>
                                </td>
                            
                        </tr>
                    
                        <tr>
                            <th><b>Library Name</b></th>
                            <th><b>Name</b></th>
                        </tr>
                        <tr>
                            
                                <td>AlaraCTClinicalFHIR</td>
                            
                            
                                <td>Numerator</td>
                            
                        </tr>
                        <tr>
                            
                                <td/>
                                <td>
                                    <pre class="highlight language-cql"><code class="language-cql">define &quot;Numerator&quot;:
  exists ( &quot;Patients with Qualifying CTScan with Values&quot; CTScan
      where AlaraCommon.&quot;CT Scan Qualifies&quot; ( CTScan )
  )</code></pre>
                                </td>
                            
                        </tr>
                    
                        <tr>
                            <th><b>Library Name</b></th>
                            <th><b>Name</b></th>
                        </tr>
                        <tr>
                            
                                <td>AlaraCTClinicalFHIR</td>
                            
                            
                                <td>Denominator</td>
                            
                        </tr>
                        <tr>
                            
                                <td/>
                                <td>
                                    <pre class="highlight language-cql"><code class="language-cql">define &quot;Denominator&quot;:
  exists ( &quot;Patients with Qualifying CTScan with Values&quot; )</code></pre>
                                </td>
                            
                        </tr>
                    
                        <tr>
                            <th><b>Library Name</b></th>
                            <th><b>Name</b></th>
                        </tr>
                        <tr>
                            
                                <td>SupplementalDataElements</td>
                            
                            
                                <td>SDE Payer</td>
                            
                        </tr>
                        <tr>
                            
                                <td/>
                                <td>
                                    <pre class="highlight language-cql"><code class="language-cql">define &quot;SDE Payer&quot;:
  [Coverage: type in &quot;Payer Type&quot;] Payer
    return {
      code: Payer.type,
      period: Payer.period
    }</code></pre>
                                </td>
                            
                        </tr>
                    
                        <tr>
                            <th><b>Library Name</b></th>
                            <th><b>Name</b></th>
                        </tr>
                        <tr>
                            
                                <td>AlaraCTClinicalFHIR</td>
                            
                            
                                <td>SDE Payer</td>
                            
                        </tr>
                        <tr>
                            
                                <td/>
                                <td>
                                    <pre class="highlight language-cql"><code class="language-cql">define &quot;SDE Payer&quot;:
  SDE.&quot;SDE Payer&quot;</code></pre>
                                </td>
                            
                        </tr>
                    
                        <tr>
                            <th><b>Library Name</b></th>
                            <th><b>Name</b></th>
                        </tr>
                        <tr>
                            
                                <td>AlaraCTClinicalFHIR</td>
                            
                            
                                <td>Initial Population</td>
                            
                        </tr>
                        <tr>
                            
                                <td/>
                                <td>
                                    <pre class="highlight language-cql"><code class="language-cql">define &quot;Initial Population&quot;:
  exists ( &quot;Patients with Qualifying CTScan&quot; )</code></pre>
                                </td>
                            
                        </tr>
                    
                        <tr>
                            <th><b>Library Name</b></th>
                            <th><b>Name</b></th>
                        </tr>
                        <tr>
                            
                                <td>SupplementalDataElements</td>
                            
                            
                                <td>SDE Ethnicity</td>
                            
                        </tr>
                        <tr>
                            
                                <td/>
                                <td>
                                    <pre class="highlight language-cql"><code class="language-cql">define &quot;SDE Ethnicity&quot;:
  Patient.ethnicity E
    return Tuple {
      codes: { E.ombCategory } union E.detailed,
      display: E.text
    }</code></pre>
                                </td>
                            
                        </tr>
                    
                        <tr>
                            <th><b>Library Name</b></th>
                            <th><b>Name</b></th>
                        </tr>
                        <tr>
                            
                                <td>AlaraCTClinicalFHIR</td>
                            
                            
                                <td>SDE Ethnicity</td>
                            
                        </tr>
                        <tr>
                            
                                <td/>
                                <td>
                                    <pre class="highlight language-cql"><code class="language-cql">define &quot;SDE Ethnicity&quot;:
  SDE.&quot;SDE Ethnicity&quot;</code></pre>
                                </td>
                            
                        </tr>
                    
                        <tr>
                            <th><b>Library Name</b></th>
                            <th><b>Name</b></th>
                        </tr>
                        <tr>
                            
                                <td>AlaraCTClinicalFHIR</td>
                            
                            
                                <td>Denominator Exclusion</td>
                            
                        </tr>
                        <tr>
                            
                                <td/>
                                <td>
                                    <pre class="highlight language-cql"><code class="language-cql">define &quot;Denominator Exclusion&quot;:
  exists ( &quot;Patients with Qualifying CTScan with Values&quot; CTScan
      where ( CTScan.value as Concept ).codes contains &quot;Full Body&quot;
  )</code></pre>
                                </td>
                            
                        </tr>
                    
                        <tr>
                            <th><b>Library Name</b></th>
                            <th><b>Name</b></th>
                        </tr>
                        <tr>
                            
                                <td>SupplementalDataElements</td>
                            
                            
                                <td>SDE Race</td>
                            
                        </tr>
                        <tr>
                            
                                <td/>
                                <td>
                                    <pre class="highlight language-cql"><code class="language-cql">define &quot;SDE Race&quot;:
  Patient.race R
    return Tuple {
      codes: R.ombCategory union R.detailed,
      display: R.text
    }</code></pre>
                                </td>
                            
                        </tr>
                    
                        <tr>
                            <th><b>Library Name</b></th>
                            <th><b>Name</b></th>
                        </tr>
                        <tr>
                            
                                <td>AlaraCTClinicalFHIR</td>
                            
                            
                                <td>SDE Race</td>
                            
                        </tr>
                        <tr>
                            
                                <td/>
                                <td>
                                    <pre class="highlight language-cql"><code class="language-cql">define &quot;SDE Race&quot;:
  SDE.&quot;SDE Race&quot;</code></pre>
                                </td>
                            
                        </tr>
                    
                        <tr>
                            <th><b>Library Name</b></th>
                            <th><b>Name</b></th>
                        </tr>
                        <tr>
                            
                                <td>AlaraCommonFunctions</td>
                            
                            
                                <td>Global Noise Value</td>
                            
                        </tr>
                        <tr>
                            
                                <td/>
                                <td>
                                    <pre class="highlight language-cql"><code class="language-cql">define function &quot;Global Noise Value&quot;(Obs Observation ):
  singleton from ( Obs.component C
      where C.code ~ &quot;Calculated CT global noise&quot;
        and ( C.value as Quantity ).unit = '[hnsf\'U]'
      return (C.value as Quantity).value
  )</code></pre>
                                </td>
                            
                        </tr>
                    
                        <tr>
                            <th><b>Library Name</b></th>
                            <th><b>Name</b></th>
                        </tr>
                        <tr>
                            
                                <td>AlaraCommonFunctions</td>
                            
                            
                                <td>Size Adjusted Value</td>
                            
                        </tr>
                        <tr>
                            
                                <td/>
                                <td>
                                    <pre class="highlight language-cql"><code class="language-cql">define function &quot;Size Adjusted Value&quot;(Obs Observation ):
  singleton from ( Obs.component C
      where C.code ~ &quot;Calculated CT size-adjusted dose&quot;
        and ( C.value as Quantity ).unit = 'mGy.cm'
      return (C.value as Quantity).value
  )</code></pre>
                                </td>
                            
                        </tr>
                    
                        <tr>
                            <th><b>Library Name</b></th>
                            <th><b>Name</b></th>
                        </tr>
                        <tr>
                            
                                <td>AlaraCommonFunctions</td>
                            
                            
                                <td>CT Scan Qualifies</td>
                            
                        </tr>
                        <tr>
                            
                                <td/>
                                <td>
                                    <pre class="highlight language-cql"><code class="language-cql">define function &quot;CT Scan Qualifies&quot;(Obs Observation ):
  &quot;Qualifies&quot;(Obs, &quot;Abdomen and Pelvis Low Dose&quot;, 64, 598)
    or &quot;Qualifies&quot;(Obs, &quot;Abdomen and Pelvis Routine Dose&quot;, 29, 644)
    or &quot;Qualifies&quot;(Obs, &quot;Abdomen and Pelvis High Dose&quot;, 29, 1260)
    or &quot;Qualifies&quot;(Obs, &quot;Cardiac Low Dose&quot;, 55, 93)
    or &quot;Qualifies&quot;(Obs, &quot;Cardiac Routine Dose&quot;, 32, 576)
    or &quot;Qualifies&quot;(Obs, &quot;Chest Low Dose&quot;, 55, 377)
    or &quot;Qualifies&quot;(Obs, &quot;Chest Routine Dose&quot;, 49, 377)
    or &quot;Qualifies&quot;(Obs, &quot;Cardiac High Dose or Chest High Dose&quot;, 49, 1282)
    or &quot;Qualifies&quot;(Obs, &quot;Head Low Dose&quot;, 115, 582)
    or &quot;Qualifies&quot;(Obs, &quot;Head Routine Dose&quot;, 115, 1025)
    or &quot;Qualifies&quot;(Obs, &quot;Head High Dose&quot;, 115, 1832)
    or &quot;Qualifies&quot;(Obs, &quot;Extremity&quot;, 73, 320)
    or &quot;Qualifies&quot;(Obs, &quot;Neck or Cervical Spine&quot;, 25, 1260)
    or &quot;Qualifies&quot;(Obs, &quot;Thoracic or Lumbar Spine&quot;, 25, 1260)
    or &quot;Qualifies&quot;(Obs, &quot;Simultaneous Chest and Abdomen and Pelvis&quot;, 29, 1637)
    or &quot;Qualifies&quot;(Obs, &quot;Simultaneous Thoracic and Lumbar Spine&quot;, 25, 2520)
    or &quot;Qualifies&quot;(Obs, &quot;Simultaneous Head and Neck Routine Dose&quot;, 25, 2285)
    or &quot;Qualifies&quot;(Obs, &quot;Simultaneous Head and Neck High Dose&quot;, 25, 3092)</code></pre>
                                </td>
                            
                        </tr>
                    
                        <tr>
                            <th><b>Library Name</b></th>
                            <th><b>Name</b></th>
                        </tr>
                        <tr>
                            
                                <td>AlaraCommonFunctions</td>
                            
                            
                                <td>Qualifies</td>
                            
                        </tr>
                        <tr>
                            
                                <td/>
                                <td>
                                    <pre class="highlight language-cql"><code class="language-cql">define function &quot;Qualifies&quot;(Obs Observation, code System.Code, noiseThreshold Decimal, sizeDoseThreshold Decimal ):
  (Obs.value as Concept).codes contains code
    and ( &quot;Global Noise Value&quot;(Obs)&gt;= noiseThreshold
        or &quot;Size Adjusted Value&quot;(Obs)&gt;= sizeDoseThreshold
    )</code></pre>
                                </td>
                            
                        </tr>
                    
                        <tr>
                            <th><b>Library Name</b></th>
                            <th><b>Name</b></th>
                        </tr>
                        <tr>
                            
                                <td>FHIRHelpers</td>
                            
                            
                                <td>ToString</td>
                            
                        </tr>
                        <tr>
                            
                                <td/>
                                <td>
                                    <pre class="highlight language-cql"><code class="language-cql">define function ToString(value uri): value.value</code></pre>
                                </td>
                            
                        </tr>
                    
                        <tr>
                            <th><b>Library Name</b></th>
                            <th><b>Name</b></th>
                        </tr>
                        <tr>
                            
                                <td>FHIRHelpers</td>
                            
                            
                                <td>ToCode</td>
                            
                        </tr>
                        <tr>
                            
                                <td/>
                                <td>
                                    <pre class="highlight language-cql"><code class="language-cql">/*
@description: Converts the given FHIR [Coding](https://hl7.org/fhir/datatypes.html#Coding) value to a CQL Code.
*/
define function ToCode(coding FHIR.Coding):
    if coding is null then
        null
    else
        System.Code {
          code: coding.code.value,
          system: coding.system.value,
          version: coding.version.value,
          display: coding.display.value
        }</code></pre>
                                </td>
                            
                        </tr>
                    
                    </table>
                </td>
            </tr>
            
        
    

    </table>
</div>
  </text>
  <contained>
    <Library>
      <id value="effective-data-requirements"/>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-directReferenceCode">
        <valueCoding>
          <system value="http://hl7.org/fhir/administrative-gender"/>
          <code value="M"/>
          <display value="Male"/>
        </valueCoding>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-directReferenceCode">
        <valueCoding>
          <system value="http://hl7.org/fhir/administrative-gender"/>
          <code value="F"/>
          <display value="Female"/>
        </valueCoding>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-directReferenceCode">
        <valueCoding>
          <system value="http://loinc.org"/>
          <code value="96914-7"/>
          <display value="CT dose and image quality category"/>
        </valueCoding>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-directReferenceCode">
        <valueCoding>
          <system value="http://loinc.org"/>
          <code value="96912-1"/>
          <display value="Calculated CT global noise"/>
        </valueCoding>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-directReferenceCode">
        <valueCoding>
          <system value="http://loinc.org"/>
          <code value="96913-9"/>
          <display value="Calculated CT size-adjusted dose"/>
        </valueCoding>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-directReferenceCode">
        <valueCoding>
          <system value="http://loinc.org"/>
          <code value="LA31752-1"/>
          <display value="Abdomen and Pelvis Low Dose"/>
        </valueCoding>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-directReferenceCode">
        <valueCoding>
          <system value="http://loinc.org"/>
          <code value="LA31753-9"/>
          <display value="Abdomen and Pelvis Routine Dose"/>
        </valueCoding>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-directReferenceCode">
        <valueCoding>
          <system value="http://loinc.org"/>
          <code value="LA31754-7"/>
          <display value="Abdomen and Pelvis High Dose"/>
        </valueCoding>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-directReferenceCode">
        <valueCoding>
          <system value="http://loinc.org"/>
          <code value="LA31755-4"/>
          <display value="Cardiac Low Dose"/>
        </valueCoding>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-directReferenceCode">
        <valueCoding>
          <system value="http://loinc.org"/>
          <code value="LA31756-2"/>
          <display value="Cardiac Routine Dose"/>
        </valueCoding>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-directReferenceCode">
        <valueCoding>
          <system value="http://loinc.org"/>
          <code value="LA31758-8"/>
          <display value="Chest Low Dose"/>
        </valueCoding>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-directReferenceCode">
        <valueCoding>
          <system value="http://loinc.org"/>
          <code value="LA31759-6"/>
          <display value="Chest Routine Dose"/>
        </valueCoding>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-directReferenceCode">
        <valueCoding>
          <system value="http://loinc.org"/>
          <code value="LA31761-2"/>
          <display value="Cardiac High Dose or Chest High Dose"/>
        </valueCoding>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-directReferenceCode">
        <valueCoding>
          <system value="http://loinc.org"/>
          <code value="LA31762-0"/>
          <display value="Head Low Dose"/>
        </valueCoding>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-directReferenceCode">
        <valueCoding>
          <system value="http://loinc.org"/>
          <code value="LA31763-8"/>
          <display value="Head Routine Dose"/>
        </valueCoding>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-directReferenceCode">
        <valueCoding>
          <system value="http://loinc.org"/>
          <code value="LA31764-6"/>
          <display value="Head High Dose"/>
        </valueCoding>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-directReferenceCode">
        <valueCoding>
          <system value="http://loinc.org"/>
          <code value="LA31765-3"/>
          <display value="Extremity"/>
        </valueCoding>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-directReferenceCode">
        <valueCoding>
          <system value="http://loinc.org"/>
          <code value="LA31766-1"/>
          <display value="Neck or Cervical Spine"/>
        </valueCoding>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-directReferenceCode">
        <valueCoding>
          <system value="http://loinc.org"/>
          <code value="LA31767-9"/>
          <display value="Thoracic or Lumbar Spine"/>
        </valueCoding>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-directReferenceCode">
        <valueCoding>
          <system value="http://loinc.org"/>
          <code value="LA31768-7"/>
          <display value="Simultaneous Chest and Abdomen and Pelvis"/>
        </valueCoding>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-directReferenceCode">
        <valueCoding>
          <system value="http://loinc.org"/>
          <code value="LA31851-1"/>
          <display value="Simultaneous Thoracic and Lumbar Spine"/>
        </valueCoding>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-directReferenceCode">
        <valueCoding>
          <system value="http://loinc.org"/>
          <code value="LA31769-5"/>
          <display value="Simultaneous Head and Neck Routine Dose"/>
        </valueCoding>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-directReferenceCode">
        <valueCoding>
          <system value="http://loinc.org"/>
          <code value="LA31770-3"/>
          <display value="Simultaneous Head and Neck High Dose"/>
        </valueCoding>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-directReferenceCode">
        <valueCoding>
          <system value="http://loinc.org"/>
          <code value="LA31771-1"/>
          <display value="Full Body"/>
        </valueCoding>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-logicDefinition">
        <extension url="libraryName">
          <valueString value="SupplementalDataElements"/>
        </extension>
        <extension url="name">
          <valueString value="SDE Sex"/>
        </extension>
        <extension url="statement">
          <valueString
                       value="define &quot;SDE Sex&quot;:
  case
    when Patient.gender = 'male' then &quot;M&quot;
    when Patient.gender = 'female' then &quot;F&quot;
    else null
  end"/>
        </extension>
        <extension url="displaySequence">
          <valueInteger value="0"/>
        </extension>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-logicDefinition">
        <extension url="libraryName">
          <valueString value="AlaraCTClinicalFHIR"/>
        </extension>
        <extension url="name">
          <valueString value="SDE Sex"/>
        </extension>
        <extension url="statement">
          <valueString
                       value="define &quot;SDE Sex&quot;:
  SDE.&quot;SDE Sex&quot;"/>
        </extension>
        <extension url="displaySequence">
          <valueInteger value="1"/>
        </extension>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-logicDefinition">
        <extension url="libraryName">
          <valueString value="AlaraCTClinicalFHIR"/>
        </extension>
        <extension url="name">
          <valueString value="Patients with Qualifying CTScan"/>
        </extension>
        <extension url="statement">
          <valueString
                       value="define &quot;Patients with Qualifying CTScan&quot;:
  [Observation: &quot;CT dose and image quality category&quot;] CTScanResult
    where QICoreCommon.ToInterval ( CTScanResult.effective ) ends during day of &quot;Measurement Period&quot;
      and ( AgeInYearsAt(start of &quot;Measurement Period&quot;) &gt;= 18 )"/>
        </extension>
        <extension url="displaySequence">
          <valueInteger value="2"/>
        </extension>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-logicDefinition">
        <extension url="libraryName">
          <valueString value="AlaraCTClinicalFHIR"/>
        </extension>
        <extension url="name">
          <valueString value="Patients with Qualifying CTScan with Values"/>
        </extension>
        <extension url="statement">
          <valueString
                       value="define &quot;Patients with Qualifying CTScan with Values&quot;:
  &quot;Patients with Qualifying CTScan&quot; CTScan
    where AlaraCommon.&quot;Global Noise Value&quot; ( CTScan ) is not null
      and AlaraCommon.&quot;Size Adjusted Value&quot; ( CTScan ) is not null
      and CTScan.value is not null"/>
        </extension>
        <extension url="displaySequence">
          <valueInteger value="3"/>
        </extension>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-logicDefinition">
        <extension url="libraryName">
          <valueString value="AlaraCTClinicalFHIR"/>
        </extension>
        <extension url="name">
          <valueString value="Numerator"/>
        </extension>
        <extension url="statement">
          <valueString
                       value="define &quot;Numerator&quot;:
  exists ( &quot;Patients with Qualifying CTScan with Values&quot; CTScan
      where AlaraCommon.&quot;CT Scan Qualifies&quot; ( CTScan )
  )"/>
        </extension>
        <extension url="displaySequence">
          <valueInteger value="4"/>
        </extension>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-logicDefinition">
        <extension url="libraryName">
          <valueString value="AlaraCTClinicalFHIR"/>
        </extension>
        <extension url="name">
          <valueString value="Denominator"/>
        </extension>
        <extension url="statement">
          <valueString
                       value="define &quot;Denominator&quot;:
  exists ( &quot;Patients with Qualifying CTScan with Values&quot; )"/>
        </extension>
        <extension url="displaySequence">
          <valueInteger value="5"/>
        </extension>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-logicDefinition">
        <extension url="libraryName">
          <valueString value="SupplementalDataElements"/>
        </extension>
        <extension url="name">
          <valueString value="SDE Payer"/>
        </extension>
        <extension url="statement">
          <valueString
                       value="define &quot;SDE Payer&quot;:
  [Coverage: type in &quot;Payer Type&quot;] Payer
    return {
      code: Payer.type,
      period: Payer.period
    }"/>
        </extension>
        <extension url="displaySequence">
          <valueInteger value="6"/>
        </extension>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-logicDefinition">
        <extension url="libraryName">
          <valueString value="AlaraCTClinicalFHIR"/>
        </extension>
        <extension url="name">
          <valueString value="SDE Payer"/>
        </extension>
        <extension url="statement">
          <valueString
                       value="define &quot;SDE Payer&quot;:
  SDE.&quot;SDE Payer&quot;"/>
        </extension>
        <extension url="displaySequence">
          <valueInteger value="7"/>
        </extension>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-logicDefinition">
        <extension url="libraryName">
          <valueString value="AlaraCTClinicalFHIR"/>
        </extension>
        <extension url="name">
          <valueString value="Initial Population"/>
        </extension>
        <extension url="statement">
          <valueString
                       value="define &quot;Initial Population&quot;:
  exists ( &quot;Patients with Qualifying CTScan&quot; )"/>
        </extension>
        <extension url="displaySequence">
          <valueInteger value="8"/>
        </extension>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-logicDefinition">
        <extension url="libraryName">
          <valueString value="SupplementalDataElements"/>
        </extension>
        <extension url="name">
          <valueString value="SDE Ethnicity"/>
        </extension>
        <extension url="statement">
          <valueString
                       value="define &quot;SDE Ethnicity&quot;:
  Patient.ethnicity E
    return Tuple {
      codes: { E.ombCategory } union E.detailed,
      display: E.text
    }"/>
        </extension>
        <extension url="displaySequence">
          <valueInteger value="9"/>
        </extension>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-logicDefinition">
        <extension url="libraryName">
          <valueString value="AlaraCTClinicalFHIR"/>
        </extension>
        <extension url="name">
          <valueString value="SDE Ethnicity"/>
        </extension>
        <extension url="statement">
          <valueString
                       value="define &quot;SDE Ethnicity&quot;:
  SDE.&quot;SDE Ethnicity&quot;"/>
        </extension>
        <extension url="displaySequence">
          <valueInteger value="10"/>
        </extension>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-logicDefinition">
        <extension url="libraryName">
          <valueString value="AlaraCTClinicalFHIR"/>
        </extension>
        <extension url="name">
          <valueString value="Denominator Exclusion"/>
        </extension>
        <extension url="statement">
          <valueString
                       value="define &quot;Denominator Exclusion&quot;:
  exists ( &quot;Patients with Qualifying CTScan with Values&quot; CTScan
      where ( CTScan.value as Concept ).codes contains &quot;Full Body&quot;
  )"/>
        </extension>
        <extension url="displaySequence">
          <valueInteger value="11"/>
        </extension>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-logicDefinition">
        <extension url="libraryName">
          <valueString value="SupplementalDataElements"/>
        </extension>
        <extension url="name">
          <valueString value="SDE Race"/>
        </extension>
        <extension url="statement">
          <valueString
                       value="define &quot;SDE Race&quot;:
  Patient.race R
    return Tuple {
      codes: R.ombCategory union R.detailed,
      display: R.text
    }"/>
        </extension>
        <extension url="displaySequence">
          <valueInteger value="12"/>
        </extension>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-logicDefinition">
        <extension url="libraryName">
          <valueString value="AlaraCTClinicalFHIR"/>
        </extension>
        <extension url="name">
          <valueString value="SDE Race"/>
        </extension>
        <extension url="statement">
          <valueString
                       value="define &quot;SDE Race&quot;:
  SDE.&quot;SDE Race&quot;"/>
        </extension>
        <extension url="displaySequence">
          <valueInteger value="13"/>
        </extension>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-logicDefinition">
        <extension url="libraryName">
          <valueString value="AlaraCommonFunctions"/>
        </extension>
        <extension url="name">
          <valueString value="Global Noise Value"/>
        </extension>
        <extension url="statement">
          <valueString
                       value="define function &quot;Global Noise Value&quot;(Obs Observation ):
  singleton from ( Obs.component C
      where C.code ~ &quot;Calculated CT global noise&quot;
        and ( C.value as Quantity ).unit = '[hnsf\'U]'
      return (C.value as Quantity).value
  )"/>
        </extension>
        <extension url="displaySequence">
          <valueInteger value="14"/>
        </extension>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-logicDefinition">
        <extension url="libraryName">
          <valueString value="AlaraCommonFunctions"/>
        </extension>
        <extension url="name">
          <valueString value="Size Adjusted Value"/>
        </extension>
        <extension url="statement">
          <valueString
                       value="define function &quot;Size Adjusted Value&quot;(Obs Observation ):
  singleton from ( Obs.component C
      where C.code ~ &quot;Calculated CT size-adjusted dose&quot;
        and ( C.value as Quantity ).unit = 'mGy.cm'
      return (C.value as Quantity).value
  )"/>
        </extension>
        <extension url="displaySequence">
          <valueInteger value="15"/>
        </extension>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-logicDefinition">
        <extension url="libraryName">
          <valueString value="AlaraCommonFunctions"/>
        </extension>
        <extension url="name">
          <valueString value="CT Scan Qualifies"/>
        </extension>
        <extension url="statement">
          <valueString
                       value="define function &quot;CT Scan Qualifies&quot;(Obs Observation ):
  &quot;Qualifies&quot;(Obs, &quot;Abdomen and Pelvis Low Dose&quot;, 64, 598)
    or &quot;Qualifies&quot;(Obs, &quot;Abdomen and Pelvis Routine Dose&quot;, 29, 644)
    or &quot;Qualifies&quot;(Obs, &quot;Abdomen and Pelvis High Dose&quot;, 29, 1260)
    or &quot;Qualifies&quot;(Obs, &quot;Cardiac Low Dose&quot;, 55, 93)
    or &quot;Qualifies&quot;(Obs, &quot;Cardiac Routine Dose&quot;, 32, 576)
    or &quot;Qualifies&quot;(Obs, &quot;Chest Low Dose&quot;, 55, 377)
    or &quot;Qualifies&quot;(Obs, &quot;Chest Routine Dose&quot;, 49, 377)
    or &quot;Qualifies&quot;(Obs, &quot;Cardiac High Dose or Chest High Dose&quot;, 49, 1282)
    or &quot;Qualifies&quot;(Obs, &quot;Head Low Dose&quot;, 115, 582)
    or &quot;Qualifies&quot;(Obs, &quot;Head Routine Dose&quot;, 115, 1025)
    or &quot;Qualifies&quot;(Obs, &quot;Head High Dose&quot;, 115, 1832)
    or &quot;Qualifies&quot;(Obs, &quot;Extremity&quot;, 73, 320)
    or &quot;Qualifies&quot;(Obs, &quot;Neck or Cervical Spine&quot;, 25, 1260)
    or &quot;Qualifies&quot;(Obs, &quot;Thoracic or Lumbar Spine&quot;, 25, 1260)
    or &quot;Qualifies&quot;(Obs, &quot;Simultaneous Chest and Abdomen and Pelvis&quot;, 29, 1637)
    or &quot;Qualifies&quot;(Obs, &quot;Simultaneous Thoracic and Lumbar Spine&quot;, 25, 2520)
    or &quot;Qualifies&quot;(Obs, &quot;Simultaneous Head and Neck Routine Dose&quot;, 25, 2285)
    or &quot;Qualifies&quot;(Obs, &quot;Simultaneous Head and Neck High Dose&quot;, 25, 3092)"/>
        </extension>
        <extension url="displaySequence">
          <valueInteger value="16"/>
        </extension>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-logicDefinition">
        <extension url="libraryName">
          <valueString value="AlaraCommonFunctions"/>
        </extension>
        <extension url="name">
          <valueString value="Qualifies"/>
        </extension>
        <extension url="statement">
          <valueString
                       value="define function &quot;Qualifies&quot;(Obs Observation, code System.Code, noiseThreshold Decimal, sizeDoseThreshold Decimal ):
  (Obs.value as Concept).codes contains code
    and ( &quot;Global Noise Value&quot;(Obs)&gt;= noiseThreshold
        or &quot;Size Adjusted Value&quot;(Obs)&gt;= sizeDoseThreshold
    )"/>
        </extension>
        <extension url="displaySequence">
          <valueInteger value="17"/>
        </extension>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-logicDefinition">
        <extension url="libraryName">
          <valueString value="FHIRHelpers"/>
        </extension>
        <extension url="name">
          <valueString value="ToString"/>
        </extension>
        <extension url="statement">
          <valueString
                       value="define function ToString(value uri): value.value"/>
        </extension>
        <extension url="displaySequence">
          <valueInteger value="18"/>
        </extension>
      </extension>
      <extension
                 url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-logicDefinition">
        <extension url="libraryName">
          <valueString value="FHIRHelpers"/>
        </extension>
        <extension url="name">
          <valueString value="ToCode"/>
        </extension>
        <extension url="statement">
          <valueString
                       value="/*
@description: Converts the given FHIR [Coding](https://hl7.org/fhir/datatypes.html#Coding) value to a CQL Code.
*/
define function ToCode(coding FHIR.Coding):
    if coding is null then
        null
    else
        System.Code {
          code: coding.code.value,
          system: coding.system.value,
          version: coding.version.value,
          display: coding.display.value
        }"/>
        </extension>
        <extension url="displaySequence">
          <valueInteger value="19"/>
        </extension>
      </extension>
      <name value="EffectiveDataRequirements"/>
      <status value="active"/>
      <type>
        <coding>
          <system value="http://terminology.hl7.org/CodeSystem/library-type"/>
          <code value="module-definition"/>
        </coding>
      </type>
      <relatedArtifact>
        <type value="depends-on"/>
        <display value="Library SDE"/>
        <resource value="Library/SupplementalDataElements|3.5.000"/>
      </relatedArtifact>
      <relatedArtifact>
        <type value="depends-on"/>
        <display value="Library QICoreCommon"/>
        <resource value="Library/QICoreCommon|2.1.000"/>
      </relatedArtifact>
      <relatedArtifact>
        <type value="depends-on"/>
        <display value="Library FHIRHelpers"/>
        <resource value="Library/FHIRHelpers|4.4.000"/>
      </relatedArtifact>
      <relatedArtifact>
        <type value="depends-on"/>
        <display value="Library AlaraCommon"/>
        <resource value="Library/AlaraCommonFunctions|1.5.000"/>
      </relatedArtifact>
      <relatedArtifact>
        <type value="depends-on"/>
        <display value="Code system AdministrativeGender"/>
        <resource value="http://hl7.org/fhir/administrative-gender"/>
      </relatedArtifact>
      <relatedArtifact>
        <type value="depends-on"/>
        <display value="Code system LOINC"/>
        <resource value="http://loinc.org"/>
      </relatedArtifact>
      <relatedArtifact>
        <type value="depends-on"/>
        <display value="Value set Payer Type"/>
        <resource
                  value="http://cts.nlm.nih.gov/fhir/ValueSet/2.16.840.1.114222.4.11.3591"/>
      </relatedArtifact>
      <parameter>
        <name value="Measurement Period"/>
        <use value="in"/>
        <min value="0"/>
        <max value="1"/>
        <type value="Period"/>
      </parameter>
      <parameter>
        <name value="SDE Sex"/>
        <use value="out"/>
        <min value="0"/>
        <max value="1"/>
        <type value="Coding"/>
      </parameter>
      <parameter>
        <name value="Numerator"/>
        <use value="out"/>
        <min value="0"/>
        <max value="1"/>
        <type value="boolean"/>
      </parameter>
      <parameter>
        <name value="Denominator"/>
        <use value="out"/>
        <min value="0"/>
        <max value="1"/>
        <type value="boolean"/>
      </parameter>
      <parameter>
        <name value="SDE Payer"/>
        <use value="out"/>
        <min value="0"/>
        <max value="*"/>
        <type value="Resource"/>
      </parameter>
      <parameter>
        <name value="Initial Population"/>
        <use value="out"/>
        <min value="0"/>
        <max value="1"/>
        <type value="boolean"/>
      </parameter>
      <parameter>
        <name value="SDE Ethnicity"/>
        <use value="out"/>
        <min value="0"/>
        <max value="1"/>
        <type value="Resource"/>
      </parameter>
      <parameter>
        <name value="Denominator Exclusion"/>
        <use value="out"/>
        <min value="0"/>
        <max value="1"/>
        <type value="boolean"/>
      </parameter>
      <parameter>
        <name value="SDE Race"/>
        <use value="out"/>
        <min value="0"/>
        <max value="1"/>
        <type value="Resource"/>
      </parameter>
      <dataRequirement>
        <type value="Patient"/>
        <profile
                 value="http://hl7.org/fhir/us/qicore/StructureDefinition/qicore-patient"/>
        <mustSupport value="ethnicity"/>
        <mustSupport value="race"/>
      </dataRequirement>
      <dataRequirement>
        <type value="Observation"/>
        <profile
                 value="http://hl7.org/fhir/us/qicore/StructureDefinition/qicore-observation"/>
        <mustSupport value="code"/>
        <mustSupport value="effective"/>
        <mustSupport value="value"/>
        <mustSupport value="value.unit"/>
        <mustSupport value="value.value"/>
        <mustSupport value="value.codes"/>
        <codeFilter>
          <path value="code"/>
          <code>
            <system value="http://loinc.org"/>
            <code value="96914-7"/>
            <display value="CT dose and image quality category"/>
          </code>
        </codeFilter>
        <dateFilter>
          <path value="effective"/>
          <valuePeriod>
            <extension
                       url="http://hl7.org/fhir/StructureDefinition/cqf-expression">
              <valueExpression>
                <language value="text/cql-identifier"/>
                <expression value="Measurement Period"/>
              </valueExpression>
            </extension>
          </valuePeriod>
        </dateFilter>
      </dataRequirement>
      <dataRequirement>
        <type value="Coverage"/>
        <profile
                 value="http://hl7.org/fhir/us/qicore/StructureDefinition/qicore-coverage"/>
        <mustSupport value="type"/>
        <mustSupport value="period"/>
        <codeFilter>
          <path value="type"/>
          <valueSet
                    value="http://cts.nlm.nih.gov/fhir/ValueSet/2.16.840.1.114222.4.11.3591"/>
        </codeFilter>
      </dataRequirement>
    </Library>
  </contained>
  <extension
             url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-supplementalDataGuidance" id="supplementalDataGuidance">
    <extension url="guidance">
      <valueString
                   value="For every patient evaluated by this measure also identify payer, race, ethnicity and sex; SDE Ethnicity 
 SDE Payer 
 SDE Race 
 SDE Sex 
 "/>
    </extension>
    <extension url="usage">
      <valueCodeableConcept>
        <coding>
          <system
                  value="http://terminology.hl7.org/CodeSystem/measure-data-usage"/>
          <code value="supplemental-data"/>
          <display value="Supplemental Data"/>
        </coding>
        <text value="Supplemental Data Guidance"/>
      </valueCodeableConcept>
    </extension>
  </extension>
  <extension
             url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-effectiveDataRequirements" id="effective-data-requirements">
    <valueReference>
      <reference value="#effective-data-requirements"/>
    </valueReference>
  </extension>
  <extension
             url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-softwaresystem">
    <valueReference>
      <reference value="Device/cqf-tooling"/>
    </valueReference>
  </extension>
  <url value="https://madie.cms.gov/Measure/AlaraCTClinicalFHIR"/>
  <identifier>
    <use value="usual"/>
    <type>
      <coding>
        <system
                value="http://hl7.org/fhir/us/cqfmeasures/CodeSystem/identifier-type"/>
        <code value="short-name"/>
      </coding>
    </type>
    <system value="https://madie.cms.gov/measure/shortName"/>
    <value value="CMS1056FHIR"/>
  </identifier>
  <identifier>
    <use value="official"/>
    <type>
      <coding>
        <system
                value="http://hl7.org/fhir/us/cqfmeasures/CodeSystem/identifier-type"/>
        <code value="version-independent"/>
      </coding>
    </type>
    <system value="urn:ietf:rfc:3986"/>
    <value value="urn:uuid:e5321c7f-e853-42af-a65a-1957b15bab23"/>
  </identifier>
  <identifier>
    <use value="official"/>
    <type>
      <coding>
        <system
                value="http://hl7.org/fhir/us/cqfmeasures/CodeSystem/identifier-type"/>
        <code value="version-specific"/>
      </coding>
    </type>
    <system value="urn:ietf:rfc:3986"/>
    <value value="urn:uuid:e036f489-c3bd-4e8d-8807-1230cce1ab5c"/>
  </identifier>
  <identifier>
    <use value="official"/>
    <type>
      <coding>
        <system
                value="http://hl7.org/fhir/us/cqfmeasures/CodeSystem/identifier-type"/>
        <code value="endorser"/>
      </coding>
    </type>
    <system value="https://madie.cms.gov/measure/cbeId"/>
    <value value="3662e"/>
    <assigner>
      <display value="CMS Consensus Based Entity"/>
    </assigner>
  </identifier>
  <identifier>
    <use value="official"/>
    <type>
      <coding>
        <system
                value="http://hl7.org/fhir/us/cqfmeasures/CodeSystem/identifier-type"/>
        <code value="publisher"/>
      </coding>
    </type>
    <system value="https://madie.cms.gov/measure/cmsId"/>
    <value value="1056FHIR"/>
    <assigner>
      <display value="CMS"/>
    </assigner>
  </identifier>
  <version value="0.4.000"/>
  <name value="AlaraCTClinicalFHIR"/>
  <title
         value="Excessive Radiation Dose or Inadequate Image Quality for Diagnostic Computed Tomography in Adults - Clinician FHIR"/>
  <status value="draft"/>
  <experimental value="false"/>
  <date value="2024-07-09T14:53:56+00:00"/>
  <publisher value="Alara Imaging, Inc."/>
  <contact>
    <telecom>
      <system value="url"/>
      <value value="https://www.alaracare.com/our-commitment"/>
    </telecom>
  </contact>
  <description
               value="This measure provides a standardized method for monitoring the performance of diagnostic CT to discourage unnecessarily high radiation doses, a risk factor for cancer, while preserving image quality. It is expressed as a % of patients with CT exams that are out-of-range based on having either excessive radiation dose or inadequate image quality relative to evidence-based thresholds based on the clinical indication for the exam. All diagnostic CT exams of specified anatomic sites performed in inpatient, outpatient and ambulatory care settings are eligible. This measure is not telehealth eligible. This eCQM requires the use of additional software to access primary data elements stored within radiology electronic health records and translate them into data elements that can be ingested by this eCQM. Additional details are included in the Guidance field."/>
  <purpose value="UNKNOWN"/>
  <usage
         value="This is an inverse measure; as such the higher the value the worse the performance. 

The level of aggregation for this eCQM is the clinician. Parallel eCQMs report CT exams performed in inpatient and outpatient hospital settings and is aggregated on the facility level. A single CT exam may be simultaneously measured in both the MIPS and one of the hospital reporting programs (inpatient or outpatient); however, a single exam cannot be measured in both the inpatient and outpatient hospital quality reporting programs. 

TRANSLATION SOFTWARE

As a radiology measure, the measure derives standardized data elements from structured fields within both the electronic health record (EHR) and the radiology electronic clinical data systems, including the Radiology Information System (RIS) and the Picture Archiving and Communication System (PACS). Primary imaging data including Radiation Dose Structured Reports and image pixel data are stored in the PACS in Digital Imaging and Communications in Medicine (DICOM) format, a universally adopted standard for medical imaging information. Because of limitations in their specifications and format, eCQMs cannot currently access and consume elements from these radiology sources in their original DICOM formats. Thus, translation software was developed to transform primary data into a format that the eCQM can consume. This eCQM requires the use of additional software (translation software) to access the primary data elements that are required for measure computation and translate them into data elements that can be ingested by this eCQM. The purpose of this translation software is to access and link these primary data elements with minimal site burden, assess each CT exam for eligibility based on initial population criteria, and generate the three data elements mapped to a clinical terminology for eCQM consumption: CT Dose and Image Quality Category, Calculated CT Size-Adjusted Dose, and Calculated CT Global Noise. The translation software necessary to use this eCQM is written and maintained by Alara Imaging, Inc. 

CODING

The translation software will create three variables required for measure computation including the CT Dose and Image Quality Category (LOINC(R) Code 96914-7), the Calculated CT Global Noise (LOINC(R) Code 96912-1) and the Calculated CT Size-Adjusted Dose (LOINC(R) Code 96913-9). These variables are defined in the Definition field above. These transformed data elements can be stored in the EHR. 

MEASURE CALCULATION

The measure will evaluate each included CT exam for a patient based on allowable thresholds that are specified by the CT Dose and Image Quality Category. An exam is considered out of range if either the Calculated CT Global Noise or the Calculated CT Size-Adjusted Dose is out of range for the CT Dose and Image Quality Category. Exams will be evaluated against their corresponding threshold, shown below with the following format: [Category shorthand (=CT Dose and Image Quality Category), threshold for the Calculated CT Global Noise in Hounsfield units, threshold for the Calculated CT Size-Adjusted Dose in dose length product].

[LA31752-1 (=Abdomen and Pelvis, Low Dose), 64, 598];
[LA31753-9 (=Abdomen and Pelvis, Routine Dose), 29, 644];
[LA31754-7 (=Abdomen and Pelvis, High Dose), 29, 1260];
[LA31755-4 (=Cardiac Low Dose), 55, 93];
[LA31756-2 (=Cardiac Routine Dose), 32, 576];
[LA31758-8 (=Chest Low Dose), 55, 377];
[LA31759-6 (=Chest Routine Dose), 49, 377];
[LA31761-2 (=Chest High Dose or Cardiac High Dose), 49, 1282];
[LA31762-0 (=Head Low Dose), 115, 582];
[LA31763-8 (=Head Routine Dose), 115, 1025];
[LA31764-6 (=Head High Dose), 115, 1832];
[LA31765-3 (=Upper or Lower Extremity), 73, 320];
[LA31766-1 (=Neck or Cervical Spine), 25, 1260];
[LA31767-9 (=Thoracic or Lumbar Spine), 25, 1260];
[LA31768-7 (=Combined Chest, Abdomen and Pelvis), 29, 1637];
[LA31851-1 (=Combined Thoracic and Lumbar Spine), 25, 2520];
[LA31769-5 (=Combined Head and Neck, Routine Dose), 25, 2285];
[LA31770-3 (=Combined Head and Neck, High Dose), 25, 3092]

EXCLUSIONS

CT scans with missing patient age or missing CT Dose and Image Quality Category (LOINC(R) 96914-7) are excluded from the initial population. 
CT scans with a missing Calculated Global Noise value or a missing Calculated CT Size-Adjusted Dose value are not included in the denominator.
Patients that have one or more CT scans assigned a CT Dose and Image Quality Category (LOINC(R) 96914-7) value using the LOINC(R) answer list (LL5824-9) of full body (LA31771-1) during the measurement period are excluded from the denominator. These exams are included in the initial population because they have a non-missing CT Dose and Image Quality Category but are then removed as a Denominator Exclusion in the eCQM because the value is full body, which reflects CT exams that cannot be categorized by anatomical area or by clinical indication, either because they are simultaneous exams of multiple body regions outside of four commonly encountered multiple region groupings, or because there is insufficient data for their classification based on the given diagnosis and procedure codes.

This eCQM is a patient-based measure and should report the percentage of patients that had an eligible CT scan performed during the measurement period that had either a size adjusted dose or noise level out of range.

Telehealth encounters are not eligible for this measure because the measure does not contain telehealth-eligible encounter codes.

This FHIR-based measure has been derived from the QDM-based measure: CMS1056v2. Please refer to the HL7 QI-Core Implementation Guide (https://hl7.org/fhir/us/qicore/STU4.1.1/) for more information on QI-Core and mapping recommendations from QDM to QI-Core 4.1.1 (https://hl7.org/fhir/us/qicore/STU4.1.1/qdm-to-qicore.html)."/>
  <copyright
             value="The translation software was written and will be updated and maintained by Alara Imaging and will be accessible by creating a secure account through Alara’s website.

Copyright (C) 2024 Alara Imaging, Inc. All Rights Reserved. 

This Measure and related data specifications are owned by Alara Imaging, Inc. Alara Imaging, Inc. is not responsible for any use of the Measure. Alara Imaging, Inc. makes no representations, warranties, or endorsement about the quality of any organization or physician that uses or reports performance measures and Alara Imaging, Inc. has no liability to anyone who relies on such measures or specifications.

The Measure can be reproduced and distributed, without modification, for noncommercial purposes (e.g., use by healthcare providers in connection with their practices). Commercial use is defined as the sale, licensing, or distribution of the Measure for commercial gain, or incorporation of the Measure into a product or service that is sold, licensed or distributed for commercial gain. All commercial uses or requests for modification must be approved by Alara Imaging, Inc. and are subject to a license at the discretion of Alara Imaging, Inc."/>
  <effectivePeriod>
    <start value="2025-01-01"/>
    <end value="2025-12-31"/>
  </effectivePeriod>
  <author>
    <name value="University of California San Francisco"/>
    <telecom>
      <system value="url"/>
      <value value="https://www.ucsf.edu/"/>
    </telecom>
  </author>
  <library value="https://madie.cms.gov/Library/AlaraCTClinicalFHIR"/>
  <disclaimer
              value="The Measure is not a clinical guideline, does not establish a standard of medical care, and has not been tested for all potential applications.

Alara Imaging, Inc., the University of California San Francisco, and its members and users shall not be responsible for any use or accuracy of the Measure or any code contained within the Measure. THE MEASURE AND SPECIFICATIONS ARE PROVIDED “AS IS” WITHOUT WARRANTY OF ANY KIND.

Limited proprietary coding is contained in the Measure specifications for convenience. Users of the proprietary code sets should obtain all necessary licenses from the owners of these code sets. Alara Imaging, Inc. disclaims all liability for use or accuracy of any third-party code contained in the specifications. CPT(R) contained in the Measure specifications is copyright 2004-2023 American Medical Association. LOINC(R) is copyright 2004-2023 Regenstrief Institute, Inc. SNOMED Clinical Terms(R) (SNOMED CT[R]) is copyright 2004-2023 International Health Terminology Standards Development Organisation. ICD-10 is copyright 2023 World Health Organization. All Rights Reserved. Due to technical limitations, registered trademarks are indicated by (R) or [R]."/>
  <scoring>
    <coding>
      <system value="http://terminology.hl7.org/CodeSystem/measure-scoring"/>
      <code value="proportion"/>
      <display value="Proportion"/>
    </coding>
  </scoring>
  <rationale
             value="Diagnostic imaging using CT occurs in more than a third of acute care hospitalizations in the U.S. (Vance, 2013) and greater than 90 million scans are performed annually in the U.S. (IMV, 2019). There is marked observed variation in the radiation doses used to perform these exams (Smith-Bindman, 2019). The inconsistency in how CT exams are performed represents a significant, unnecessary, and modifiable iatrogenic health risk, as there is extensive epidemiological and biological evidence that suggests exposure to radiation in the same range as that routinely delivered by CT increases a person's risk of developing cancer (Board of Radiation Effects, 2006; Grant, 2017; Hong, 2019; Sakata, 2019; Sadakane, 2019, references a and b; Bernier, 2019; Meulepas, 2019; Brenner, 2020; Berrington de Gonzalez, 2020; Sugiyama, 2020; Hauptmann, 2020; Huang, 2020; Abalo, 2021; Cao, 2022; Hauptmann, 2023). It is estimated that 2% (37,000) of the 1.8 million cancers diagnosed annually in the U.S. are caused by CT exams (Berrington de Gonzalez, 2009; NCI Cancer Statistics, 2020).

The measure focuses on reducing radiation dose in CT, an intermediate outcome directly and proportionally related to cancer prevention. As radiation dose is known to be directly related and proportional to future cancer risk (Board of Radiation Effects, 2006; Berrington de Gonzalez, 2009), any reduction in radiation exposure would be expected to lead to a proportional reduction in cancers. Research suggests that when healthcare organizations and clinicians are provided with a summary of their CT radiation doses, their subsequent doses can be reduced without changing the usefulness of these tests (Smith-Bindman, 2020).

On the basis of the current estimated number of CT scans performed annually in the U.S. (IMV, 2019), distribution in scan types and observed doses (Demb, 2017; Smith-Bindman, 2019), modeling of the cancer risk associated with CT at different ages of exposure (Berrington de Gonzalez, 2009), and costs of cancer care (Dieguez, 2017; Mariotto, 2011), an estimated 13,982 cancers could be prevented among Medicare beneficiaries annually, resulting in $1.86 billion to $5.21 billion annual cost savings. These cost calculations were supported by more recent data on cancer survivorship and costs, which yielded an estimated $3.04 billion dollars in annual costs savings to Medicare. (Mariotto, 2020; NCI Office of Cancer Survivorship, 2022)."/>
  <clinicalRecommendationStatement
                                   value="The measure aligns with numerous evidence- and consensus-based clinical guidelines asking radiologists to track, optimize, and lower CT radiation doses, guidelines that have been written by the American College of Radiology (Kanal, 2017), cardiovascular imaging societies (Hirshfeld, 2018, references a, b and c noted below), Image Gently Alliance, an initiative begun by the American College of Radiology, the Radiological Society of North America, American Society of Radiologic Technologists, the American Association of Physicists in Medicine, and the Society of Pediatric Radiology, which dozens of U.S. and international organizations have joined as recently as 2020 (Image Gently Alliance, 2022), and the US Food and Drug Administration (FDA, 2019).

This measure has been strongly supported by a Technical Expert Panel (TEP) comprising a diverse group of clinicians, patient advocates, and leaders of medical specialty societies, payers, and healthcare safety and accrediting organizations, all of whom were engaged through every stage of measure conceptualization, development, and testing. In assessing the face validity of the measure, 100% of TEP members agreed radiation dose and global noise are relevant metrics of CT quality, that size is an appropriate method of risk adjustment, and that performance on this measure of radiation dose and image quality as specified is a representation of quality."/>
  <group id="664397f9a7a1805d3b73742d">
    <extension
               url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-scoring">
      <valueCodeableConcept>
        <coding>
          <system
                  value="http://terminology.hl7.org/CodeSystem/measure-scoring"/>
          <code value="proportion"/>
          <display value="Proportion"/>
        </coding>
      </valueCodeableConcept>
    </extension>
    <extension
               url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-populationBasis">
      <valueCode value="boolean"/>
    </extension>
    <extension
               url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-type">
      <valueCodeableConcept>
        <coding>
          <system value="http://terminology.hl7.org/CodeSystem/measure-type"/>
          <code value="outcome"/>
          <display value="Outcome"/>
        </coding>
      </valueCodeableConcept>
    </extension>
    <extension
               url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-rateAggregation">
      <valueCode value="None"/>
    </extension>
    <extension
               url="http://hl7.org/fhir/us/cqfmeasures/StructureDefinition/cqfm-improvementNotation">
      <valueCodeableConcept>
        <coding>
          <system
                  value="http://terminology.hl7.org/CodeSystem/measure-improvement-notation"/>
          <code value="decrease"/>
          <display value="increase"/>
        </coding>
      </valueCodeableConcept>
    </extension>
    <population id="2D0D08DB-219D-4C41-AB53-DE21F006D602">
      <code>
        <coding>
          <system
                  value="http://terminology.hl7.org/CodeSystem/measure-population"/>
          <code value="initial-population"/>
          <display value="Initial Population"/>
        </coding>
      </code>
      <description
                   value="Patients aged 18 years and older at the start of the measurement period that have an eligible CT scan with Dose and Image Quality Category performed during the measurement period"/>
      <criteria>
        <language value="text/cql-identifier"/>
        <expression value="Initial Population"/>
      </criteria>
    </population>
    <population id="BCE3902C-1D78-41A4-A6C6-7913CD71D5F3">
      <code>
        <coding>
          <system
                  value="http://terminology.hl7.org/CodeSystem/measure-population"/>
          <code value="denominator"/>
          <display value="Denominator"/>
        </coding>
      </code>
      <description
                   value="Equals Initial population where an eligible CT scan has a Calculated Global Noise value and a Calculated CT Size-Adjusted Dose value"/>
      <criteria>
        <language value="text/cql-identifier"/>
        <expression value="Denominator"/>
      </criteria>
    </population>
    <population id="3C6FDFA9-8CE2-43E8-97C5-1E8D87F6CBC4">
      <code>
        <coding>
          <system
                  value="http://terminology.hl7.org/CodeSystem/measure-population"/>
          <code value="denominator-exclusion"/>
          <display value="Denominator Exclusion"/>
        </coding>
      </code>
      <description
                   value="Patients with one or more eligible CT scans that has a CT Dose and Image Quality Category = full body"/>
      <criteria>
        <language value="text/cql-identifier"/>
        <expression value="Denominator Exclusion"/>
      </criteria>
    </population>
    <population id="1F700B85-7AB2-4BEE-BC8C-6C08CEF5E660">
      <code>
        <coding>
          <system
                  value="http://terminology.hl7.org/CodeSystem/measure-population"/>
          <code value="numerator"/>
          <display value="Numerator"/>
        </coding>
      </code>
      <description
                   value="Patients with one or more eligible CT scans with calculated CT Size-Adjusted Dose greater than or equal to a threshold specific to the CT Dose and Image Quality Category, or Calculated CT Global Noise value greater than or equal to a threshold specific to the CT Dose and Image Quality Category"/>
      <criteria>
        <language value="text/cql-identifier"/>
        <expression value="Numerator"/>
      </criteria>
    </population>
  </group>
  <supplementalData id="sde-ethnicity">
    <usage>
      <coding>
        <system
                value="http://terminology.hl7.org/CodeSystem/measure-data-usage"/>
        <code value="supplemental-data"/>
      </coding>
    </usage>
    <description value="SDE Ethnicity"/>
    <criteria>
      <language value="text/cql-identifier"/>
      <expression value="SDE Ethnicity"/>
    </criteria>
  </supplementalData>
  <supplementalData id="sde-payer">
    <usage>
      <coding>
        <system
                value="http://terminology.hl7.org/CodeSystem/measure-data-usage"/>
        <code value="supplemental-data"/>
      </coding>
    </usage>
    <description value="SDE Payer"/>
    <criteria>
      <language value="text/cql-identifier"/>
      <expression value="SDE Payer"/>
    </criteria>
  </supplementalData>
  <supplementalData id="sde-race">
    <usage>
      <coding>
        <system
                value="http://terminology.hl7.org/CodeSystem/measure-data-usage"/>
        <code value="supplemental-data"/>
      </coding>
    </usage>
    <description value="SDE Race"/>
    <criteria>
      <language value="text/cql-identifier"/>
      <expression value="SDE Race"/>
    </criteria>
  </supplementalData>
  <supplementalData id="sde-sex">
    <usage>
      <coding>
        <system
                value="http://terminology.hl7.org/CodeSystem/measure-data-usage"/>
        <code value="supplemental-data"/>
      </coding>
    </usage>
    <description value="SDE Sex"/>
    <criteria>
      <language value="text/cql-identifier"/>
      <expression value="SDE Sex"/>
    </criteria>
  </supplementalData>
</Measure>