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The UML diagram below illustrates the logical structure of expression template input data. Each set of Expression Template Input Data includes the data intended to be used to create one or more expressions. The data used to populate a single expression is referred to in this model as Expression Data. Each Expression Data (identified by an expression id), may include at most one Definition Status Slot (with a slot name and a definitionStatus value), zero or more Focus Concept Slots (each with a slotName and zero or more values), zero or more Relationship Group Slots (each with a group name), and zero or more ungrouped Attribute Name-Value Pair Slots (each with a name). Each Relationship Group Slot has zero or more Relationship Group Data instances in the input data (each identified by a group id). Each of these Relationship Group Data instances has input data for one to many Attribute Name-Value Pair Slots. And for each Attribute Name-Value Pair Slot within a Relationship Group Data instance, there are zero to many Attribute Name-Value Pair Data instances (identified by an anvPair id), each with at most one Attribute Name Slot (with name and value), and at most one Attribute Value Slot (with name and either a simple data value, or an Expression Data instance of its own).
Caption label |
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CapId | logical-model |
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CapType | Figure |
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Logical model of expression template input data |
Input Data Examples
In this section, we provide some examples of unambiguous expression template input data, and discuss how this input data can be used to populate each expression.
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Scg expression |
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[[+tok (=== <<<) @DefStatus)]] [[+id (<< 64572001 |Disease|) @Disease]] :
[[@Group]] { 363698007 |Finding site| = [[+ (<< 272673000 |Bone structure|) @Site]],
116676008 |Associated morphology| = [[+ (<< 72704001 |Fracture| ) @Morphology]] } |
To support the creation of input data for this expression template, the logical model in Caption reference |
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CapRefId | logical-model |
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CapRefType | Figure |
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above in above can be specialized by replacing the 'Slot' classes (e.g. 'Relationship Group Slot' and 'Attribute Value Slot') with the name of the respective slots in the template, and simplifying where possible. The resulting logical model of input data for the above expression template is shown below in Caption reference |
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CapRefId | input-datamodel-1 |
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CapRefType | Figure |
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. Please note that this model has been simplified by removing unnamed logical classes, which have a cardinality of 1..1 and no data attribute. For example, attribute name-value slots are not required in this example. In general, attribute name-value slots are only required where both the attribute name and the attribute value are represented using a slot.
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CapId | input-datamodel-1 |
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CapType | Figure |
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Logical model of example 1 input data |
By populating this logical By populating this logical model with input data, as shown below in Caption reference |
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CapRefId | input-data-example-1 |
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CapRefType | Table |
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, the expression template can be processed to generate completed expressions. Please note that the first column in the table below is used to group together the input data intended to populate each expression. Subsequent columns are named according to the associated slot in the expression template. Relationship group slots are used to group the data that is intended to populate a single relationship group. Attribute name-value slots are not required in this example. They are are only required where both the attribute name and attribute value use a slot.
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Caption label |
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CapId | input-data-example-1 |
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CapType | Table |
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| Input Data for Example 1 |
Expression Data | DefStatus | Disease | Group | Site | Morphology |
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Expression Data | DefStatus | Disease | Group | Site | Morphology |
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1 | === |
Scg expression |
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46866001 |Fracture of lower limb| |
| 1 |
Scg expression |
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12611008 |Bone structure of tibia| |
|
Scg expression |
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72704001 |Fracture| |
| 2
| <<< |
Scg expression |
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92196005 |Benign neoplasm of lung| |
| 1 |
Scg expression |
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39607008 |Lung structure| |
|
Scg expression |
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3898006 |Neoplasm, benign| |
|
Scg expression |
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92038006 |Benign neoplasm of bronchus| |
| 2 |
Scg expression |
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955009 |Bronchial structure| |
|
Scg expression |
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3898006 |Neoplasm, benign| |
| 3 | <<< |
Scg expression |
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60667009 |Closed fracture of rib| |
| 1 |
Scg expression |
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113197003 |Bone structure of rib| |
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Scg expression |
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34305007 |Fracture, multiple, closed| |
|
Scg expression |
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36991002 |Closed fracture of upper limb| |
|
Scg expression |
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371195002 |Bone structure of upper limb| |
| 4 | === |
Scg expression |
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16119006 |Abscess of jaw| |
| 1 |
Scg expression |
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70925003 |Bone structure of maxilla| |
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Scg expression |
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44132006 |Abscess| |
|
Scg expression |
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109327001 |Abscess of facial bone| |
|
Scg expression |
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128234004 |Disorder of maxilla| |
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Using input data shown in
Caption reference |
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CapRefId | input-data-example-1 |
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CapRefType | Table |
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to populate the given expression template will
result in result in following four expressions.
Expression |
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1 |
Scg expression |
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=== 46866001 |Fracture of lower limb|:
{ 363698007 |Finding site| = 12611008 |Bone structure of tibia|,
116676008 |Associated morphology |= 72704001 |Fracture| } |
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2 |
Scg expression |
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<<< 92196005 |Benign neoplasm of lung| + 92038006 |Benign neoplasm of bronchus|:
{ 363698007 |Finding site| = 39607008 |Lung structure|,
116676008 |Associated morphology| = 3898006 |Neoplasm, benign| },
{ 363698007 |Finding site| = 955009 |Bronchial structure|,
116676008 |Associated morphology| = 3898006 |Neoplasm, benign| } |
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3 |
Scg expression |
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<<< 60667009 |Closed fracture of rib| +
36991002 |Closed fracture of upper limb| :
{ 363698007 |Finding site| = 113197003 |Bone structure of rib|,
363698007 |Finding site| = 371195002 |Bone structure of upper limb|,
116676008 |Associated morphology| = 34305007 |Fracture, multiple, closed|} |
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4 |
Scg expression |
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=== 16119006 |Abscess of jaw| +
109327001 |Abscess of facial bone| +
128234004 |Disorder of maxilla|:
{ 363698007 |Finding site| = 70925003 |Bone structure of maxilla|,
116676008 |Associated morphology| = 44132006 |Abscess|} |
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The expression template below is used as a pattern for family history expressions. It contains a nested relationship group (i.e. SSgroup) inside the outer relationship group (i.e. AFgroup). To populate this expression template, the input data must be clear as to where each value should be used, and how these values should be grouped into relationship groups and expressions.
Scg expression |
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[[+id (<< 413350009 |Finding with explicit context| ) @Condition]]:
[[ 1..2 @AFgroup ]] { [[1..1]] 246090004 |Associated finding| = ([[+id (<< 404684003 |Clinical finding| ) @Finding]]:
[[0..1 @SSgroup]] { [[0..1]] 246112005 |Severity| = [[+id (< 272141005 |Severities| ) @Severity]],
[[0..1]] 363698007 |Finding site| = [[+id (< 91723000 |Anatomical structure| ) @Site]] }),
[[1..1]] 408732007 |Subject relationship context| = [[+id (< 444148008 |Person in family of subject| ) @Relationship]],
[[1..1]] 408731000 |Temporal context| = [[+id (< 410510008 |Temporal context value| ) @Time]],
[[1..1]] 408729009 |Finding context| = [[+id (< 410514004 |Finding context value| ) @Context]] } |
To support the creation of input data for this expression template, the logical model in Caption reference |
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CapRefId | logical-model |
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CapRefType | Figure |
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above in above can be specialized as shown below in
Caption reference |
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CapRefId | input-datamodel-2 |
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CapRefType | Figure |
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. Please note that . Please note that this model has been simplified by removing unnamed logical classes, which have a cardinality of 1..1 and no data attribute.
Caption label |
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CapId | input-datamodel-2 |
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CapType | Figure |
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Logical model of example 2 input data
This logical model can be populated with input data, as shown below in Caption reference |
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CapRefId | input-data-example-2 |
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CapRefType | Table |
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.
pdf_landscape |
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Caption label |
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CapId | input-data-example-2 |
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CapType | Table |
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Input Data for Example 2landscape |
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Expression Data | Condition | AFgroup | Finding | SSgroup | Severity | Site | Relationship | Time | Context |
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1 |
Scg expression |
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266898002 |Family history: Respiratory disease| |
| 1 |
Scg expression |
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195967001 |Asthma| |
| 1 |
Scg expression |
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24484000 |Severe| |
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Scg expression |
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444301002 |Mother of subject| |
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Scg expression |
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410589000|All times past| |
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Scg expression |
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410515003 |Known present| |
| 2 |
Scg expression |
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161077003 |Father smokes| |
| 1 |
Scg expression |
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77176002 |Smoker| |
| 1 |
Scg expression |
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255604002 | Mild| |
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Scg expression |
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444295003 |Father of subject| |
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Scg expression |
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15240007 |Current| |
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Scg expression |
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410515003 |Known present| |
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Scg expression |
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161078008 |Mother smokes| |
| 2 |
Scg expression |
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77176002 |Smoker| |
| 1 |
Scg expression |
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24484000 |Severe| |
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Scg expression |
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444301002 |Mother of subject| |
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Scg expression |
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15240007 |Current| |
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Scg expression |
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410515003 |Known present| |
| 3
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Scg expression |
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160288009 |Family history: neoplasm of skin| |
| 1 |
Scg expression |
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372130007 |Malignant neoplasm of skin| |
| 1 |
Scg expression |
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6736007 |Moderate| |
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Scg expression |
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113179006 |Skin structure of nose| |
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Scg expression |
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444304005 |Sister of subject| |
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Scg expression |
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410511007 |Current or past (actual)| |
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Scg expression |
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410515003 |Known present| |
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Scg expression |
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275937001 |Family history of cancer| |
| 2 |
Scg expression |
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255604002 |Mild| |
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Scg expression |
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88089004 |Skin structure of lip| |
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Using the input data shown above to process the given expression template will result in following three expressions.
Expression |
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1 |
Scg expression |
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266898002 |Family history: Respiratory disease|:
{ 246090004 |Associated finding| = (195967001 |Asthma|: { 246112005 |Severity| = 24484000 |Severe| }),
408732007 |Subject relationship context| = 444301002 |Mother of subject|,
408731000 |Temporal context| = 410511007 |Current or past (actual)|,
408729009 |Finding context| = 410515003 |Known present| } |
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2 |
Scg expression |
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161077003 |Father smokes| + 161078008 |Mother smokes|:
{ 246090004 |Associated finding| = (77176002 |Smoker|: { 246112005 |Severity| = 24484000 |Severe| }),
408732007 |Subject relationship context| = 444295003 |Father of subject|,
408731000 |Temporal context| = 15240007 |Current|,
408729009 |Finding context| = 410515003 |Known present|},
{ 246090004 |Associated finding| = (77176002 |Smoker|: { 246112005 |Severity| = 255604002 |Mild| }),
408732007 |Subject relationship context| = 444301002 |Mother of subject|,
408731000 |Temporal context| = 15240007 |Current|,
408729009 |Finding context| = 410515003 |Known present| } |
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3 |
Scg expression |
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160288009 |Family history: neoplasm of skin| + 275937001 |Family history of cancer|:
{ 246090004 |Associated finding| = (372130007 |Malignant neoplasm of skin|:
{ 246112005 |Severity| = 6736007 |Moderate|, 363698007 |Finding site| = 113179006 |Skin structure of nose| },
{ 246112005 |Severity| = 255604002 |Mild|, 363698007 |Finding site| = 88089004 |Skin structure of lip| }),
408732007 |Subject relationship context| = 444304005 | Sister of subject|,
408731000 |Temporal context| = 410511007 |Current or past (actual)|,
408729009 |Finding context| = 410515003 |Known present| } |
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The expression template below represents a procedure with a single method and one or more procedure devices. Please note that in the first attribute name-value pair, both the attribute name and the attribute value use a slot. Because this name-value pair is repeatable, the input data needs to include an attribute name-value pair slot to ensure that the corresponding attribute name and attribute value stays connected.
Scg expression |
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Border | ridge |
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ShowFormat | block |
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[[+id (<< 71388002 |Procedure|) @Procedure]]:
[[1..1 @Group]]
{ [[1..* @PD_ANVpair]] [[+id (< 405815000 |Procedure device|) @DeviceType]] = [[+ (<260787004 |Physical object|) @Device]],
[[1..1]] 260686004 |Method| = [[+ (<129264002 |Action (qualifier value)|) @Method]] } |
To support the creation of input data for this expression template, the logical model in Caption reference |
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CapRefId | logical-model |
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CapRefType | Figure |
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above in above can be specialized as shown below in
Caption reference |
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CapRefId | input-datamodel-3 |
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CapRefType | Figure |
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. Please note that this model has been simplified by removing unnamed logical classes, which have a cardinality of 1..1 and no data attribute. Image Removed
Caption label |
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CapId | input-datamodel-3 |
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CapType | Figure |
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Logical model of example 3 input data |
data attribute.
Image Added
This logical model can be populated with input data, as shown below in
Caption reference |
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CapRefId | input-data-example-3 |
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CapRefType | Table |
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. Please note that because the first attribute name-value pair is repeatable and uses a replacement slot for both the attribute name and attribute value, the input data needs to include the attribute name-value pair slot to ensure that the corresponding attribute name and attribute value stays connected.
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caption-label |
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CapId | input-data-example-3 |
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CapType | Table |
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Input Data for Example 3 |
Expression Data | Procedure | Group | PD_ANVpair | DeviceType | Device | Method |
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1 |
Scg expression |
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387713003
|Surgical procedure| |
| 1 | 1 |
Scg expression |
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363699004
|Direct device| |
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Scg expression |
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2282003
|Breast prosthesis, device| |
|
Scg expression |
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257867005
|Insertion - action| |
|
2
|
Scg expression |
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71388002
|Procedure| |
| 1
| 1 |
Scg expression |
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363699004
|Direct device| |
|
Scg expression |
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313025003
|Hearing aid battery| |
|
Scg expression |
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282089006
|Replacement - action| |
|
2 |
Scg expression |
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363710007
|Indirect device| |
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Scg expression |
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6012004
|Hearing aid, device| |
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Using the input data shown in
Caption reference |
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CapRefId | input-data-example-3 |
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CapRefType | Table |
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in to process the given expression template will result in the following two expressions.
Expression |
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1 |
Scg expression |
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387713003 |Surgical procedure|:
{ 363699004 |Direct device| = 2282003 |Breast prosthesis, device|,
260686004 |Method| = 257867005 |Insertion - action|} |
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2 |
Scg expression |
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384728007 |Replacement of device|:
{ 363699004 |Direct device| = 313025003 |Hearing aid battery|,
363710007 |Indirect device| = 6012004 |Hearing aid, device|,
260686004 |Method| = 282089006 |Replacement - action|} |
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The expression template below represents a
Concept |
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ShowParts | term |
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t | 64572001 |Disease| |
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with one or more values for
Concept |
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ShowParts | term |
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t | 363698007 |Finding site| |
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and
Concept |
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ShowParts | term |
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t | 116676008 |Associated morphology| |
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, grouped into one or more relationship groups.
Scg expression |
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Border | ridge |
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ShowFormat | block |
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64572001 |Disease|:
[[@Group]] { 363698007 |Finding site| = [[+ (<< 272673000 |Bone structure|) @Site]],
116676008 |Associated morphology| = [[+ (<< 72704001 |Fracture|) @Morphology]] } |
To support the creation of input data for this expression template, the logical model in Caption reference |
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CapRefId | logical-model |
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CapRefType | Figure |
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above in above can be specialized as shown below in
Caption reference |
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CapRefId | input-datamodel-4 |
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CapRefType | Figure |
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. Please note that this model has been simplified by removing unnamed logical classes, which have a cardinality of 1..1 and no data attribute. Image Removed
Caption label |
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CapId | input-datamodel-4 |
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CapType | Figure |
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Logical model of example 4 input data |
have a cardinality of 1..1 and no data attribute.
Image Added
Caption reference |
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CapRefId | input-data-example-4 |
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CapRefType | Table |
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below shows some example input data for the above template represented using the tabular format used in the previous examples.
Caption label |
CapIdinput-data-example-4 | CapType | Table |
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Input Data for Example 4 |
Expression Data | Group | Site | Morphology |
1 | 1 | Concept |
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t | 312763008 |Bone structure of trunk| |
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2 | Concept |
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t | 84667006 |Bone structure of cervical vertebra| |
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2 | 1 | Concept |
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t | 71341001 |Bone structure of femur| |
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3 | 1 | Concept |
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t | 12611008 | Bone structure of tibia| |
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In addition to this tabular representation, there are a wide variety of other possible formats for representing template input data, including json, xml, tsv, csv etc. The exact format used will depend on the format required by the template processor. For example, the above input data can be represented in JSON as shown below.
Panel |
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title | Example JSON Representation of Input Data |
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{"Expression Data": [ { "Group": [ { "Site":"312763008 |Bone structure of trunk|", "Morphology":"72704001 |Fracture|" }, { "Site": "84667006 |Bone structure of cervical vertebra|", "Morphology": "72704001 |Fracture|" } ] }, { "Group": [ { "Site":"71341001 |Bone structure of femur|", "Morphology": "72704001 |Fracture|" } ] }, { "Group":[ { "Site":"12611008 | Bone structure of tibia|", "Morphology": "72704001 |Fracture|" } ] } ] } |
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With this in mind, the examples in 8. Expression Template Examples simplify the input data, where appropriate, using these assumptions and an implicit association with the logical model described above.