[
  {
    "phenotype_id": "PH4402",
    "phenotype_version_id": 9621,
    "name": "Reduced functional ability",
    "definition": "This phenotype identifies individuals with evidence of reduced functional ability recorded in routinely collected electronic health records. Reduced functional ability is a recognised risk factor for falls through impaired mobility, balance, or ability to perform activities of daily living. The phenotype is intended for use in studies of falls risk assessment, epidemiology, risk prediction, and evaluation of fall prevention interventions. Case ascertainment is based on diagnostic or clinical assessment codes recorded in primary and/or secondary care electronic health records.\n",
    "implementation": "",
    "publications": [
      {
        "doi": "10.1038/s41598-026-55527-4",
        "details": "Lear, R., Tao, R., Carenzo, C. et al. Identifying high-risk patient clusters for falls using unsupervised machine learning on linked primary and secondary care electronic health record data. Sci Rep (2026). ",
        "primary": 1
      }
    ],
    "validation": "",
    "citation_requirements": "",
    "created": "2026-07-10T11:42:06.422282Z",
    "author": "Rachael Lear, Rachel Tao, Catalina Carenzo, Ekin Yagis, Zhuoyu Li, Maria Tipper, Agnes Motsi, Sharon O’Malley, Yusuf Abdullahi, Ben Glampson, Colin Mitchell, Erik K Mayer",
    "collections": null,
    "tags": null,
    "organisation": null,
    "world_access": 1,
    "updated": "2026-07-10T11:42:06.416566Z",
    "sex": [
      {
        "name": "Both",
        "value": "3"
      }
    ],
    "type": [
      {
        "name": "Disease or syndrome",
        "value": "2"
      }
    ],
    "ontology": null,
    "phenoflowid": "",
    "data_sources": null,
    "coding_system": [
      {
        "name": "SNOMED  CT codes",
        "value": 9
      }
    ],
    "event_date_range": "",
    "concept_information": [
      {
        "concept_id": 11447,
        "concept_version_id": 18932,
        "concept_name": "fall-risk-factor/reduced_functional_ability",
        "coding_system": {
          "id": 9,
          "name": "SNOMED  CT codes",
          "description": "SNOMED CT codes"
        },
        "phenotype_id": "PH4402",
        "phenotype_version_id": 9621,
        "phenotype_name": "Reduced functional ability",
        "code_attribute_header": null,
        "codes": [
          {
            "code": "105507009",
            "description": "Patient dependence on care provider (finding)",
            "attributes": null
          },
          {
            "code": "1090421000000104",
            "description": "Requires assistance with personal care activities (finding)",
            "attributes": null
          },
          {
            "code": "184156005",
            "description": "Has a caregiver (finding)",
            "attributes": null
          },
          {
            "code": "507581000000100",
            "description": "Requires assistance with all activities of daily living (finding)",
            "attributes": null
          },
          {
            "code": "737362007",
            "description": "Requires continuous supervision for activities of daily living (finding)",
            "attributes": null
          }
        ]
      }
    ],
    "status": 1,
    "doi": "https://doi.org/10.48533/y6nn-n833",
    "is_deleted": false,
    "publish_status": 2,
    "owner": "Zhuoyu.Li",
    "template": {
      "id": 1,
      "name": "Clinical-Coded Phenotype",
      "description": "Phenotype definitions that are based on lists of clinical codes, or algorithms using clinical codes.",
      "version_id": 1
    },
    "versions": [
      {
        "version_id": 9621,
        "version_name": "Reduced functional ability",
        "version_date": "2026-07-10T11:42:06.432880Z",
        "is_published": true,
        "is_latest": true
      }
    ]
  }
]