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Class: Deidentification

Is it possible to identify individuals in the dataset, either directly or indirectly (in combination with other data)?

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URI: data_sheets_schema:Deidentification

classDiagram class Deidentification click Deidentification href "../Deidentification/" DatasetProperty <|-- Deidentification click DatasetProperty href "../DatasetProperty/" Deidentification : deidentification_details Deidentification : description Deidentification : id Deidentification : identifiable_elements_present Deidentification : identifiers_removed Deidentification : method Deidentification : name Deidentification : used_software Deidentification --> "*" Software : used_software click Software href "../Software/"

Inheritance

Slots

Name Cardinality and Range Description Inheritance
identifiable_elements_present 0..1
Boolean		 Indicates whether data subjects can be identified direct
method 0..1
String		 Method used for de-identification (e direct
identifiers_removed *
String		 List of identifier types removed during de-identification direct
deidentification_details *
String		 Details on de-identification procedures and residual risks direct
id 0..1
Uriorcurie		 An optional identifier for this property DatasetProperty
name 0..1
String		 A human-readable name for this property DatasetProperty
description 0..1
String		 A human-readable description for this property DatasetProperty
used_software *
Software		 What software was used as part of this dataset property? DatasetProperty

Usages

used by used in type used
Dataset is_deidentified range Deidentification
DataSubset is_deidentified range Deidentification

Identifier and Mapping Information

Schema Source

  • from schema: https://w3id.org/bridge2ai/data-sheets-schema

Mappings

Mapping Type Mapped Value
self data_sheets_schema:Deidentification
native data_sheets_schema:Deidentification

LinkML Source

Direct

name: Deidentification
description: 'Is it possible to identify individuals in the dataset, either directly
  or indirectly (in combination with other data)?

  '
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
is_a: DatasetProperty
attributes:
  identifiable_elements_present:
    name: identifiable_elements_present
    description: Indicates whether data subjects can be identified.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/composition
    rank: 1000
    domain_of:
    - Deidentification
    range: boolean
  method:
    name: method
    description: Method used for de-identification (e.g., HIPAA Safe Harbor).
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/composition
    rank: 1000
    domain_of:
    - Deidentification
    range: string
  identifiers_removed:
    name: identifiers_removed
    description: List of identifier types removed during de-identification.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/composition
    rank: 1000
    domain_of:
    - Deidentification
    range: string
    multivalued: true
  deidentification_details:
    name: deidentification_details
    description: 'Details on de-identification procedures and residual risks.

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/composition
    rank: 1000
    slot_uri: dcterms:description
    domain_of:
    - Deidentification
    range: string
    multivalued: true

Induced

name: Deidentification
description: 'Is it possible to identify individuals in the dataset, either directly
  or indirectly (in combination with other data)?

  '
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
is_a: DatasetProperty
attributes:
  identifiable_elements_present:
    name: identifiable_elements_present
    description: Indicates whether data subjects can be identified.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/composition
    rank: 1000
    alias: identifiable_elements_present
    owner: Deidentification
    domain_of:
    - Deidentification
    range: boolean
  method:
    name: method
    description: Method used for de-identification (e.g., HIPAA Safe Harbor).
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/composition
    rank: 1000
    alias: method
    owner: Deidentification
    domain_of:
    - Deidentification
    range: string
  identifiers_removed:
    name: identifiers_removed
    description: List of identifier types removed during de-identification.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/composition
    rank: 1000
    alias: identifiers_removed
    owner: Deidentification
    domain_of:
    - Deidentification
    range: string
    multivalued: true
  deidentification_details:
    name: deidentification_details
    description: 'Details on de-identification procedures and residual risks.

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/composition
    rank: 1000
    slot_uri: dcterms:description
    alias: deidentification_details
    owner: Deidentification
    domain_of:
    - Deidentification
    range: string
    multivalued: true
  id:
    name: id
    description: An optional identifier for this property.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    slot_uri: schema:identifier
    alias: id
    owner: Deidentification
    domain_of:
    - NamedThing
    - DatasetProperty
    range: uriorcurie
  name:
    name: name
    description: A human-readable name for this property.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    slot_uri: schema:name
    alias: name
    owner: Deidentification
    domain_of:
    - NamedThing
    - DatasetProperty
    range: string
  description:
    name: description
    description: A human-readable description for this property.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    slot_uri: schema:description
    alias: description
    owner: Deidentification
    domain_of:
    - NamedThing
    - DatasetProperty
    - DatasetRelationship
    range: string
  used_software:
    name: used_software
    description: What software was used as part of this dataset property?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    rank: 1000
    alias: used_software
    owner: Deidentification
    domain_of:
    - DatasetProperty
    range: Software
    multivalued: true
    inlined: true
    inlined_as_list: true