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Class: ParticipantPrivacy

Information about privacy protections and anonymization procedures for human research participants.

__

URI: data_sheets_schema:ParticipantPrivacy

classDiagram class ParticipantPrivacy click ParticipantPrivacy href "../ParticipantPrivacy/" DatasetProperty <|-- ParticipantPrivacy click DatasetProperty href "../DatasetProperty/" ParticipantPrivacy : anonymization_method ParticipantPrivacy : data_linkage ParticipantPrivacy : description ParticipantPrivacy : id ParticipantPrivacy : name ParticipantPrivacy : notes ParticipantPrivacy : privacy_techniques ParticipantPrivacy : reidentification_risk ParticipantPrivacy : source_caveats ParticipantPrivacy : used_software ParticipantPrivacy --> "*" Software : used_software click Software href "../Software/"

Inheritance

Slots

Name Cardinality and Range Description Inheritance
anonymization_method 0..1
String		 What methods were used to anonymize or de-identify participant data? Include ... direct
reidentification_risk 0..1
String		 What is the assessed risk of re-identification? What measures were taken to m... direct
privacy_techniques 0..1
String		 What privacy-preserving techniques were applied (e direct
data_linkage 0..1
String		 Can this dataset be linked to other datasets in ways that might compromise pa... 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
notes 0..1
String		 Residual content only, after every fitting slot is used (#385): structured sl... DatasetProperty
source_caveats 0..1
String		 Commentary on the evidence behind this object's values — source conflicts, wh... DatasetProperty
used_software *
Software		 What software was used as part of this dataset property? DatasetProperty

Usages

used by used in type used
Dataset participant_privacy range ParticipantPrivacy
DataSubset participant_privacy range ParticipantPrivacy

Identifier and Mapping Information

Schema Source

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

Mappings

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

LinkML Source

Direct

name: ParticipantPrivacy
description: 'Information about privacy protections and anonymization procedures for
  human research participants.

  '
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
is_a: DatasetProperty
attributes:
  anonymization_method:
    name: anonymization_method
    annotations:
      d4d:docExample:
        tag: d4d:docExample
        value: De-identified per HIPAA Safe Harbor; 5-digit ZIP replaced with region
          codes
    description: 'What methods were used to anonymize or de-identify participant data?
      Include technical details of privacy-preserving techniques.

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/human
    rank: 1000
    slot_uri: d4d:anonymizationMethod
    domain_of:
    - ParticipantPrivacy
    range: string
  reidentification_risk:
    name: reidentification_risk
    annotations:
      d4d:docExample:
        tag: d4d:docExample
        value: Low risk; expert determination per 45 CFR 164.514(b)(1)
    description: 'What is the assessed risk of re-identification? What measures were
      taken to minimize this risk?

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/human
    rank: 1000
    slot_uri: d4d:reidentificationRisk
    domain_of:
    - ParticipantPrivacy
    range: string
  privacy_techniques:
    name: privacy_techniques
    description: 'What privacy-preserving techniques were applied (e.g., differential
      privacy, k-anonymity, data masking)?

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/human
    rank: 1000
    slot_uri: d4d:privacyTechniques
    domain_of:
    - ParticipantPrivacy
    range: string
  data_linkage:
    name: data_linkage
    description: 'Can this dataset be linked to other datasets in ways that might
      compromise participant privacy?

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/human
    rank: 1000
    slot_uri: d4d:dataLinkage
    domain_of:
    - ParticipantPrivacy
    range: string

Induced

name: ParticipantPrivacy
description: 'Information about privacy protections and anonymization procedures for
  human research participants.

  '
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
is_a: DatasetProperty
attributes:
  anonymization_method:
    name: anonymization_method
    annotations:
      d4d:docExample:
        tag: d4d:docExample
        value: De-identified per HIPAA Safe Harbor; 5-digit ZIP replaced with region
          codes
    description: 'What methods were used to anonymize or de-identify participant data?
      Include technical details of privacy-preserving techniques.

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/human
    rank: 1000
    slot_uri: d4d:anonymizationMethod
    alias: anonymization_method
    owner: ParticipantPrivacy
    domain_of:
    - ParticipantPrivacy
    range: string
  reidentification_risk:
    name: reidentification_risk
    annotations:
      d4d:docExample:
        tag: d4d:docExample
        value: Low risk; expert determination per 45 CFR 164.514(b)(1)
    description: 'What is the assessed risk of re-identification? What measures were
      taken to minimize this risk?

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/human
    rank: 1000
    slot_uri: d4d:reidentificationRisk
    alias: reidentification_risk
    owner: ParticipantPrivacy
    domain_of:
    - ParticipantPrivacy
    range: string
  privacy_techniques:
    name: privacy_techniques
    description: 'What privacy-preserving techniques were applied (e.g., differential
      privacy, k-anonymity, data masking)?

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/human
    rank: 1000
    slot_uri: d4d:privacyTechniques
    alias: privacy_techniques
    owner: ParticipantPrivacy
    domain_of:
    - ParticipantPrivacy
    range: string
  data_linkage:
    name: data_linkage
    description: 'Can this dataset be linked to other datasets in ways that might
      compromise participant privacy?

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/human
    rank: 1000
    slot_uri: d4d:dataLinkage
    alias: data_linkage
    owner: ParticipantPrivacy
    domain_of:
    - ParticipantPrivacy
    range: string
  id:
    name: id
    annotations:
      d4d:docExample:
        tag: d4d:docExample
        value: https://example.org/dataset/property-001
    description: An optional identifier for this property.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    slot_uri: schema:identifier
    alias: id
    owner: ParticipantPrivacy
    domain_of:
    - NamedThing
    - Organization
    - DatasetProperty
    - Grant
    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: ParticipantPrivacy
    domain_of:
    - NamedThing
    - Organization
    - DatasetProperty
    - Grant
    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: ParticipantPrivacy
    domain_of:
    - NamedThing
    - Organization
    - DatasetProperty
    - Grant
    - DatasetRelationship
    range: string
  notes:
    name: notes
    description: 'Residual content only, after every fitting slot is used (#385):
      structured slots first, description as the default home for narrative, notes
      last — solely for content description cannot hold. Never a restatement of a
      sibling slot''s value, and never a substitute for inventing keys the schema
      does not declare (#380).'
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    slot_uri: schema:comment
    alias: notes
    owner: ParticipantPrivacy
    domain_of:
    - NamedThing
    - Organization
    - DatasetProperty
    - Grant
    range: string
  source_caveats:
    name: source_caveats
    description: 'Commentary on the evidence behind this object''s values — source
      conflicts, what a value was transcribed from, questions the source material
      leaves unanswered (#385). A trust annotation about the sibling slots, not dataset
      content: content belongs in the structured slots, description or notes.'
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    slot_uri: dcterms:provenance
    alias: source_caveats
    owner: ParticipantPrivacy
    domain_of:
    - NamedThing
    - Organization
    - DatasetProperty
    - Grant
    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
    slot_uri: d4d:usedSoftware
    alias: used_software
    owner: ParticipantPrivacy
    domain_of:
    - DatasetProperty
    range: Software
    multivalued: true
    inlined: true
    inlined_as_list: true