[
  {
    "phenotype_id": "PH388",
    "phenotype_version_id": 776,
    "name": "Screen Breast",
    "definition": "Aims/hypothesis: \n\nStudies from healthcare databases suggest that patients with type 2 diabetes (T2D) under-utilize cancer screening opportunities, but recording bias may be a problem. We evaluated the relative effect of T2D on screening utilization trends among long-established UK national programmes in breast and cervical cancers; and tested the impact of introducing a primary care financial incentive scheme (QOF) in 2004, known to improve data recording for diabetes-related care.\n\n\nMaterials and methods: \n\nUsing the Clinical Practice Research Datalink, we identified women with prevalent T2DM (N = 174,256), separately by year for 1999 to 2011, and eligible for screening events for breast (aged 50-70 years) and cervical (aged 35-49 and 50-64 years) cancers. We described secular trends and compared these with the non-diabetes population, and accounted for co-morbidities using matched conditional logistic regression models. We performed interrupted time-series (ITS) analyses to assess the impact of the QOF introduction.\n\n\nResults: \n\nCompared with the non-diabetes population, relative uptake rates for breast and cervical screening were generally similar in patients with T2D pre-2004, becoming greater for years post-2004. These patterns were unaffected by adjustment for GP practice, and were not accounted for by T2D associated co-morbidities. ITS analysis showed increased activities in all three screening groups for 2007, but these broadly returned to pre-2004 trends by 2011, paralleling similar patterns in recording for other care provision indicators.\n\n\nConclusions/interpretation: \n\nIn this population, we found no evidence that women with T2D under-utilize breast and cervical cancer screening opportunities. A financial incentive scheme was associated with intermediate-term improvements in screening utilization, but this is likely to reflect improved recording of care events.\n\n\n\n\n\n\n\n\n",
    "implementation": "",
    "publications": [
      {
        "doi": null,
        "details": "Magthew Carr, Even Kontopantelis, Tim Doran, Christian Campbell, Lorraine Lipscombe, Emma Crosbie, Anthony Howell, Iain E Buchan, Andrew G Renehan, Breast and Cervical Cancer Screening Utilization, and recording bias, in women with type 2 diabetes (UK). 2015."
      }
    ],
    "validation": "",
    "citation_requirements": "",
    "created": "2021-10-06T16:16:58.736521Z",
    "author": "Matthew Carr, Evan Kontopantelis, Tim Doran, Christine Campbell, Lorraine Lipscombe, Emma Crosbie, Anothony Howell, Iain E Buchan, Andrew G Renehan",
    "collections": [
      {
        "name": "ClinicalCodes Repository",
        "value": 25
      },
      {
        "name": "Phenotype Library",
        "value": 18
      }
    ],
    "tags": null,
    "organisation": null,
    "world_access": 1,
    "updated": "2021-10-06T16:16:58.736551Z",
    "sex": [
      {
        "name": "Female",
        "value": "2"
      }
    ],
    "type": [
      {
        "name": "Biomarker",
        "value": "1"
      }
    ],
    "ontology": null,
    "phenoflowid": "",
    "data_sources": [
      {
        "name": "CPRD GOLD",
        "value": 5,
        "uid": "a29feafa-7bdd-44e9-b977-c9d26425e67f",
        "url": "https://healthdatagateway.org/en/dataset/694",
        "datasource_id": 694
      }
    ],
    "coding_system": [
      {
        "name": "Read codes v2",
        "value": 5
      },
      {
        "name": "OXMIS codes",
        "value": 15
      }
    ],
    "event_date_range": "1999 - 2011",
    "concept_information": [
      {
        "concept_id": 1718,
        "concept_version_id": 4574,
        "concept_name": "Screen Breast - Primary Care",
        "coding_system": {
          "id": 5,
          "name": "Read codes v2",
          "description": "Read codes v2"
        },
        "phenotype_id": "PH388",
        "phenotype_version_id": 776,
        "phenotype_name": "Screen Breast",
        "code_attribute_header": [
          "Entity type",
          "Coding System (OXMIS Read)",
          "Category"
        ],
        "codes": [
          {
            "code": "1A81.00",
            "description": "No breast lump",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "1A82.00",
            "description": "Breast lump present",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "1A84.00",
            "description": "Breast lump detected by mammogram",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "537..00",
            "description": "Soft tissue X-ray breast",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "5371.00",
            "description": "Mammography requested",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "537..11",
            "description": "Mammography - X-ray",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "5372.00",
            "description": "Mammography normal",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "5373.00",
            "description": "Mammography abnormal",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "5374.00",
            "description": "Mammography offered",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "5376.00",
            "description": "Mammography attended",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "537Z.00",
            "description": "Soft tissue X-ray breast NOS",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "54L3.00",
            "description": "Mammary gland contrast radiog.",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "54L3.11",
            "description": "Breast contrast radiog",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "54L3.12",
            "description": "Mammary contrast radiog",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "56B1.00",
            "description": "Specific mammary gland imaging",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "585C.00",
            "description": "US scan of breast",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "5861.00",
            "description": "Thermography - breast",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "5861.11",
            "description": "Mammogram-thermographic",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "6862.00",
            "description": "Breast neoplasm screen",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "6862000",
            "description": "Breast neoplasm screen normal",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "6862100",
            "description": "Breast neoplasm screen abnorm",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "6862.11",
            "description": "Mammography - screening",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "6862Z00",
            "description": "Breast neoplasm screen NOS",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "6865.00",
            "description": "Breast neoplasm screen normal",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "7P0F.00",
            "description": "Diagnostic imaging of breast",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "7P0F000",
            "description": "Scintimammography",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "7P0F100",
            "description": "Thermography of breast",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "7P0F200",
            "description": "Mammography",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "7P0Fy00",
            "description": "Other specified diagnostic imaging of breast",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "7P0Fz00",
            "description": "Diagnostic imaging of breast NOS",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "8HT8.00",
            "description": "Referral to mammography clinic",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "8HTI.00",
            "description": "Referral to breast clinic",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "9N0A.00",
            "description": "Seen in breast clinic",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "9N1y900",
            "description": "Seen in breast clinic",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "9Np2.00",
            "description": "Seen in fast track suspected breast cancer clinic",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "9OH9.00",
            "description": "Breast screen abnorm.-told pat",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "9OHZ.00",
            "description": "Breast screening administr.NOS",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "9Oq8.00",
            "description": "Attended breast screening clinic",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "R138.00",
            "description": "[D]Breast imaging abnormal",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "R138000",
            "description": "[D]Mammogram abnormal",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "R138z00",
            "description": "[D]Breast imaging abnormal NOS",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "ZV76100",
            "description": "[V]Screening for malignant neoplasm of breast",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          }
        ]
      },
      {
        "concept_id": 1719,
        "concept_version_id": 4576,
        "concept_name": "Screen Breast - Primary Care",
        "coding_system": {
          "id": 15,
          "name": "OXMIS codes",
          "description": "OXMIS codes"
        },
        "phenotype_id": "PH388",
        "phenotype_version_id": 776,
        "phenotype_name": "Screen Breast",
        "code_attribute_header": [
          "Entity type",
          "Coding System (OXMIS Read)",
          "Category"
        ],
        "codes": [
          {
            "code": "L0010CB",
            "description": "SEEN IN MAMMOGRAPHY CLINIC",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "OXMIS",
              "Category": "test"
            }
          },
          {
            "code": "L0010GB",
            "description": "REFERRED TO MAMMOGRAPHY CLINIC",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "OXMIS",
              "Category": "test"
            }
          },
          {
            "code": "X9110",
            "description": "MAMMOGRAM",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "OXMIS",
              "Category": "test"
            }
          },
          {
            "code": "X9111",
            "description": "MAMMOGRAM NORMAL",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "OXMIS",
              "Category": "test"
            }
          },
          {
            "code": "X9111AB",
            "description": "MAMMOGRAM ABNORMAL",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "OXMIS",
              "Category": "test"
            }
          },
          {
            "code": "Y060 E",
            "description": "BREAST SCREENING EXAMINATION",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "OXMIS",
              "Category": "test"
            }
          },
          {
            "code": "Y1000HB",
            "description": "BREAST SCREENING",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "OXMIS",
              "Category": "test"
            }
          },
          {
            "code": "Y600 EN",
            "description": "BREAST SCREENING EXAMINATION NORMAL",
            "attributes": {
              "Entity type": "res22: screen_breast",
              "Coding System (OXMIS Read)": "OXMIS",
              "Category": "test"
            }
          }
        ]
      }
    ],
    "status": 2,
    "doi": "https://doi.org/10.48533/9tty-zs64",
    "is_deleted": null,
    "publish_status": 2,
    "owner": "ieuan.scanlon",
    "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": 776,
        "version_name": "Screen Breast",
        "version_date": "2021-10-06T16:16:58.759670Z",
        "is_published": true,
        "is_latest": true
      }
    ]
  }
]