[
  {
    "phenotype_id": "PH529",
    "phenotype_version_id": 1058,
    "name": "Hba1C Testing",
    "definition": "The study period extended from 1 April 2004, the date of introduction of the incentivisation scheme, to 31 March 2012. Practices’ performance under the QOF is measured over a financial year, so we divided the study period into eight financial years (1 April to 31 March the following year). Not all 644 practices provided research standard data (as assessed by the CPRD assessment algorithm) for the whole period. Within each year, we identified practices that reliably contributed data for the whole year. Our main dataset comprised this group of practices, which varies over time. We also generated two alternative datasets with which to assess the sensitivity of our findings. For the first, we included 452 practices that were continuously active and up to standard for the whole of the study period; for the second, we selected a subsample of 50 practices that were most representative of UK practices in terms of list sizes of patients and area deprivation according to the Index of Multiple Deprivation,13 14 two of the most important predictors of QOF performance.12 15 16 In each of the three datasets, for each financial year, we defined “eligible” patients as those registered with an included practice for the full year.\n\n\n\n\n\n\n\n\n",
    "implementation": "",
    "publications": [
      {
        "doi": null,
        "details": "Evangelos Kontopantelis, David Springate, David Reeves, Darren M Ashcroft, Jose M Valderas, Tim Doran, Withdrawing performance indicators: retrospective analysis of general practice performance under UK Quality and Outcomes Framework. BMJ, 348:g330, 2014."
      }
    ],
    "validation": "",
    "citation_requirements": "",
    "created": "2021-10-06T16:23:54.596600Z",
    "author": "Evangelos Kontopantelis, David Springate, David Reeves, Darren M Ashcroft, Jose M Valderas, Tim Doran",
    "collections": [
      {
        "name": "ClinicalCodes Repository",
        "value": 25
      },
      {
        "name": "Phenotype Library",
        "value": 18
      }
    ],
    "tags": null,
    "organisation": null,
    "world_access": 1,
    "updated": "2021-10-06T16:23:54.596628Z",
    "sex": [
      {
        "name": "Both",
        "value": "3"
      }
    ],
    "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": "01/04/2004 - 31/03/2021",
    "concept_information": [
      {
        "concept_id": 1911,
        "concept_version_id": 4960,
        "concept_name": "Hba1C Testing - Primary Care",
        "coding_system": {
          "id": 5,
          "name": "Read codes v2",
          "description": "Read codes v2"
        },
        "phenotype_id": "PH529",
        "phenotype_version_id": 1058,
        "phenotype_name": "Hba1C Testing",
        "code_attribute_header": [
          "Entity type",
          "Coding System (OXMIS Read)",
          "Category"
        ],
        "codes": [
          {
            "code": "42c..00",
            "description": "HbA1 - diabetic control",
            "attributes": {
              "Entity type": "HbA1C_testing",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "42c0.00",
            "description": "HbA1 < 7% - good control",
            "attributes": {
              "Entity type": "HbA1C_testing",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "42c1.00",
            "description": "HbA1 7 - 10% - borderline control",
            "attributes": {
              "Entity type": "HbA1C_testing",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "42c2.00",
            "description": "HbA1 > 10% - bad control",
            "attributes": {
              "Entity type": "HbA1C_testing",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "42c3.00",
            "description": "HbA1 level (DCCT aligned)",
            "attributes": {
              "Entity type": "HbA1C_testing",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "42W..00",
            "description": "Hb. A1C - diabetic control",
            "attributes": {
              "Entity type": "HbA1C_testing",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "42W1.00",
            "description": "Hb. A1C < 7% - good control",
            "attributes": {
              "Entity type": "HbA1C_testing",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "42W..11",
            "description": "Glycosylated Hb",
            "attributes": {
              "Entity type": "HbA1C_testing",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "42W..12",
            "description": "Glycated haemoglobin",
            "attributes": {
              "Entity type": "HbA1C_testing",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "42W2.00",
            "description": "Hb. A1C 7-10% - borderline",
            "attributes": {
              "Entity type": "HbA1C_testing",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "42W3.00",
            "description": "Hb. A1C > 10% - bad control",
            "attributes": {
              "Entity type": "HbA1C_testing",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "42W4.00",
            "description": "HbA1c level (DCCT aligned)",
            "attributes": {
              "Entity type": "HbA1C_testing",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "44TB.00",
            "description": "Haemoglobin A1c level",
            "attributes": {
              "Entity type": "HbA1C_testing",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "44TC.00",
            "description": "Haemoglobin A1 level",
            "attributes": {
              "Entity type": "HbA1C_testing",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "44TD.00",
            "description": "Fructosamine level",
            "attributes": {
              "Entity type": "HbA1C_testing",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "44TL.00",
            "description": "Total glycosylated haemoglobin level",
            "attributes": {
              "Entity type": "HbA1C_testing",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "44Z1.00",
            "description": "Serum fructosamine",
            "attributes": {
              "Entity type": "HbA1C_testing",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          },
          {
            "code": "44Z1000",
            "description": "Corrected fructosamine",
            "attributes": {
              "Entity type": "HbA1C_testing",
              "Coding System (OXMIS Read)": "Read",
              "Category": "test"
            }
          }
        ]
      },
      {
        "concept_id": 1912,
        "concept_version_id": 4962,
        "concept_name": "Hba1C Testing - Primary Care",
        "coding_system": {
          "id": 15,
          "name": "OXMIS codes",
          "description": "OXMIS codes"
        },
        "phenotype_id": "PH529",
        "phenotype_version_id": 1058,
        "phenotype_name": "Hba1C Testing",
        "code_attribute_header": [
          "Entity type",
          "Coding System (OXMIS Read)",
          "Category"
        ],
        "codes": [
          {
            "code": "2718PA",
            "description": "FRUCTOSAMINE",
            "attributes": {
              "Entity type": "HbA1C_testing",
              "Coding System (OXMIS Read)": "OXMIS",
              "Category": "test"
            }
          },
          {
            "code": "L2859G",
            "description": "Hb A1C (GLYCOSYLATED HAEMOGLOBIN TEST)",
            "attributes": {
              "Entity type": "HbA1C_testing",
              "Coding System (OXMIS Read)": "OXMIS",
              "Category": "test"
            }
          },
          {
            "code": "L2859GA",
            "description": "Hb A1C NORMAL (GLYCOSYLATED HAEMOGLOBIN",
            "attributes": {
              "Entity type": "HbA1C_testing",
              "Coding System (OXMIS Read)": "OXMIS",
              "Category": "test"
            }
          },
          {
            "code": "L2859GB",
            "description": "Hb A1C HIGH (GLYCOSYLATED HAEMOGLOBIN TE",
            "attributes": {
              "Entity type": "HbA1C_testing",
              "Coding System (OXMIS Read)": "OXMIS",
              "Category": "test"
            }
          },
          {
            "code": "L9027F",
            "description": "SERUM FRUCTOSAMINE LEVEL",
            "attributes": {
              "Entity type": "HbA1C_testing",
              "Coding System (OXMIS Read)": "OXMIS",
              "Category": "test"
            }
          }
        ]
      }
    ],
    "status": 2,
    "doi": "https://doi.org/10.48533/ekss-ra44",
    "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": 1058,
        "version_name": "Hba1C Testing",
        "version_date": "2021-10-06T16:23:54.617774Z",
        "is_published": true,
        "is_latest": true
      }
    ]
  }
]