[
  {
    "phenotype_id": "PH538",
    "phenotype_version_id": 1076,
    "name": "Insulin",
    "definition": "Data source: \n\nWe used the Clinical Practice Research Datalink (CPRD), a large primary care database that holds complete electronic patient records (including diagnoses, prescriptions and referrals) from participating family practices across the UK. A hierarchical clinical coding system (Read) is used to record the data. In July 2012, data were available for 644 practices and 13,772,992 patients. Full details of the database have been provided elsewhere.\n\n\nDiabetes cohort:\n\nWe extracted data from 1 April 2006 to 31 March 2012 and, for ease of reporting and analysing, aggregated information into six financial years. Within each year, practice inclusion eligibility was determined by a CPRD assessment algorithm, which informs on practices considered to be of research standard; therefore, our cohort of practices varied over time. For each research standard practice and year, we defined as eligible patients those who were registered with the practice for the full year and were aged 18 years or over in that year. From these patients, using relevant Read codes for type 2 diabetes (e.g. C10F.00: Type 2 diabetes mellitus) and excluding those treated with insulin within 2 years of diagnosis, we identified 246,544 patients over the study period. Diagnoses were not constrained to the study period and a relevant code prior to the study as well as during the study period would flag a patient from the respective year onwards. Data on sex, age and removal from the database due to deaths were available and complete for all patients.We extracted data on diabetes-related macrovascular (myocardial infarction, stroke, peripheral vascular disease or amputation) and microvascular (retinopathy, neuropathy, nephropathy [chronic kidney disease stages 4–5] or foot ulcer) complications as well as comorbidities (asthma, coronary heart disease, chronic kidney disease [excluded from microvascular analysis], chronic obstructive pulmonary disease, depression, dementia, severe mental illness, heart failure, hypertension, stroke [excluded from macrovascular analysis], cancer, epilepsy, osteoarthritis, osteoporosis and hypothyroidism). Although we aimed to include all conditions associated with diabetes, the choice was partially determined by the domains incentivised under the Quality and Outcomes Framework (QOF), for which accuracy of diagnosis is considered high. Information was also extracted on smoking (never smoked, current, exsmoker and missing data),BMI, HbA1c levels (%), cholesterol levels (mmol/l) and systolic/diastolic BP (mmHg). Biometric measurement data were cleaned and we calculated patient means for each year when more than one relevant record was available. Using product lists we determined prescription prevalence (at least one) for relevant medications: ACE inhibitors, acarbose, α-blockers, anticoagulants, antiplatelet agents, β-blockers, calcium-channel blockers, thiazide diuretics, loop diuretics, dipeptidyl peptidase-4 inhibitors, glucagon-like peptide- 1 agonists, statins and other lipid-lowering drugs, meglitinides , metformin, sulfonylureas and thiazolidinediones. For approximately 60% of the practices, records were linked to Office of National Statistics (ONS) mortality data and we had access to death dates for all their patients. For these, using ICD-10 codes (www.who.int/classifications/icd/en/) we were able to estimate deathslinked to specific causes (underlying or in the top three): diabetes (E10–E16), ischaemic heart disease (I21–I22), stroke (I60–I64) or stroke excluding bleeds (excluding I63).\n\n\n\n\n\n\n\n\n",
    "implementation": "",
    "publications": [
      {
        "doi": null,
        "details": "Evangelos Kontopantelis, David A Springate, David Reeves, Darren M. Aschroff, Martin Rutter, Iain Buchan, Tim Doran, Glucose, blood pressure and cholesterol levels and their relationships to clinical outcomes in type 2 diabetes: a retrospective cohort study. Diabetologia, 58:505-518, 2015. "
      }
    ],
    "validation": "",
    "citation_requirements": "",
    "created": "2021-10-06T16:24:13.101869Z",
    "author": "Evangelos Kontopantelis, David A Springate, David Reeves, Darren M. Aschroff, Martin Rutter, Iain Buchan, Tim Doran, Matthias Pierce, Darren M. Ashcroft",
    "collections": [
      {
        "name": "ClinicalCodes Repository",
        "value": 25
      },
      {
        "name": "Phenotype Library",
        "value": 18
      }
    ],
    "tags": null,
    "organisation": null,
    "world_access": 1,
    "updated": "2021-10-06T16:24:13.101897Z",
    "sex": [
      {
        "name": "Both",
        "value": "3"
      }
    ],
    "type": [
      {
        "name": "Drug",
        "value": "3"
      }
    ],
    "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": "GPRD product codes",
        "value": 14
      }
    ],
    "event_date_range": "01/04/2006 - 31/03/2012",
    "concept_information": [
      {
        "concept_id": 1927,
        "concept_version_id": 4992,
        "concept_name": "Insulin - Primary Care",
        "coding_system": {
          "id": 14,
          "name": "GPRD product codes",
          "description": "GPRD product codes"
        },
        "phenotype_id": "PH538",
        "phenotype_version_id": 1076,
        "phenotype_name": "Insulin",
        "code_attribute_header": [
          "Coding System (CPRD_product_code)",
          "Entity type",
          "Category"
        ],
        "codes": [
          {
            "code": "10001",
            "description": "HUMALOG MIX 50 DISPOSABLE PEN injection suspension 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "10067",
            "description": "insulin biphasic aspart human pyr injection 30:70; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "10175",
            "description": "insulin isophane human pyr injection 100 iu/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "10184",
            "description": "insulin detemir injection solution 100 iu/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "10207",
            "description": "insulin isophane human cartridge injection suspension 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "10208",
            "description": "INSULATARD INNOLET injection suspension 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "10225",
            "description": "LANTUS OPTICLIK injection solution 100 units/ml [AVENTIS]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "10229",
            "description": "HUMULIN I DISPOSABLE PEN injection suspension 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "10243",
            "description": "HUMALOG MIX 25 CARTRIDGE injection suspension 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "10244",
            "description": "MIXTARD 40 PENFILL injection suspension 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "10245",
            "description": "MIXTARD 10 PENFILL injection suspension 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "10259",
            "description": "insulin glargine vial injection solution 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "10264",
            "description": "HUMALOG DISPOSABLE PEN injection solution 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "10277",
            "description": "HUMULIN M3 CARTRIDGE injection suspension 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "10484",
            "description": "PENMIX 20/80 PENFILL PENFILL [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "10547",
            "description": "HUMULIN LENTE injection 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "10572",
            "description": "insulin soluble bovine injection 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "10887",
            "description": "PENMIX 40/60 PENFILL injection 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "10910",
            "description": "HUMAJECT M2 pen 100 iu/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "10915",
            "description": "HUMAJECT M1 pen 100 iu/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "11055",
            "description": "insulin biphasic isophane human pyr injection 20:80; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "11056",
            "description": "insulin biphasic isophane human pyr injection 30:70; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "11080",
            "description": "insulin isophane human prb injection 100 iu/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "11107",
            "description": "HUMULIN M4 injection 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "11337",
            "description": "NOVORAPID NOVOLET injection 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "12035",
            "description": "insulin zinc lente bovine vial injection suspension 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "12297",
            "description": "HYPURIN BOVINE NEUTRAL injection 100 units/ml [CP PHARM]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "12299",
            "description": "SEMITARD MC injection 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "12638",
            "description": "insulin soluble human pyr injection 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "12654",
            "description": "insulin soluble human prb injection 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "12818",
            "description": "MIXTARD 50 injection 50:50; 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "13277",
            "description": "MIXTARD 50 PENFILL injection suspension 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "13416",
            "description": "insulin biphasic injection 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "13516",
            "description": "HYPURIN BOVINE ISOPHANE injection 100 units/ml [CP PHARM]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "13622",
            "description": "HYPURIN PORCINE NEUTRAL injection 100 units/ml [CP PHARM]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "13729",
            "description": "insulin isophane human emp injection 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "13819",
            "description": "HYPURIN PORCINE ISOPHANE injection 100 units/ml [WOCKHARDT]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "13837",
            "description": "insulin biphasic isophane human prb injection 10:90; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "14270",
            "description": "HUMALOG MIX 25 DISPOSABLE PEN injection suspension 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "14290",
            "description": "INSULATARD PENFILL injection suspension 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "14299",
            "description": "insulin glulisine cartridge injection solution 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "14301",
            "description": "insulin detemir cartridge injection solution 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "14313",
            "description": "insulin lispro cartridge injection solution 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "14330",
            "description": "insulin detemir disposable pen injection solution 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "14339",
            "description": "HYPURIN BOVINE NEUTRAL VIAL injection solution 100 units/ml [WOCKHARDT]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "14340",
            "description": "HYPURIN BOVINE ISOPHANE VIAL injection suspension 100 units/ml [WOCKHARDT]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "14345",
            "description": "APIDRA CARTRIDGE injection solution 100 units/ml [SANOFI/AVE]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "14357",
            "description": "HUMULIN I CARTRIDGE injection suspension 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "14362",
            "description": "insulin lispro disposable pen injection solution 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "14505",
            "description": "insulin protamine zinc bovine vial injection suspension 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "14619",
            "description": "insulin biphasic isophane porcine injection 30:70; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "14644",
            "description": "insulin biphasic isophane human prb injection 20:80; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "14649",
            "description": "insulin biphasic isophane human pyr injection 10:90; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "14918",
            "description": "HUMULIN I VIAL injection suspension 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "14925",
            "description": "insulin isophane human vial injection suspension 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "14928",
            "description": "INSULATARD VIAL injection suspension 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "14930",
            "description": "HYPURIN PORCINE NEUTRAL CARTRIDGE injection solution 100 units/ml [WOCKHARDT]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "14933",
            "description": "HYPURIN PORCINE ISOPHANE CARTRIDGE injection suspension 100 units/ml [WOCKHARDT]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "14938",
            "description": "insulin soluble bovine cartridge injection solution 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "14944",
            "description": "HUMULIN S CARTRIDGE injection solution 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "15199",
            "description": "INSUMAN COMB 25 injection 100 iu/ml [AVENTIS]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "15484",
            "description": "insulin isophane bovine injection 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "15710",
            "description": "insulin soluble human emp injection 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "1587",
            "description": "MONOTARD injection 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "1588",
            "description": "ACTRAPID injection 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "1592",
            "description": "ACTRAPID PENFILL 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "1593",
            "description": "INSULATARD PENFILL 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "1594",
            "description": "ACTRAPID NOVOLET 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "1595",
            "description": "INSULATARD NOVOLET 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "15961",
            "description": "insulin isophane human crb injection 100 iu/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "16129",
            "description": "insulin soluble human cartridge injection solution 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "16142",
            "description": "insulin aspart cartridge injection solution 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "16152",
            "description": "insulin biphasic isophane human cartridge injection suspension 30:70; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "16160",
            "description": "HUMULIN M3 DISPOSABLE PEN injection suspension 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "1649",
            "description": "HUMAN ACTRAPHANE injection 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "16682",
            "description": "TEMPULIN injection 100 units/ml [KNOLL]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "16700",
            "description": "insulin zinc mixed bovine vial injection suspension 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "17336",
            "description": "NOVOPEN injection device 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "17712",
            "description": "HYPURIN BOVINE LENTE VIAL injection suspension 100 units/ml [WOCKHARDT]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "17731",
            "description": "PENMIX 50/50 injection 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "17809",
            "description": "HUMAJECT M4 pen 100 iu/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "1805",
            "description": "MIXTARD 30/70 injection 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "1806",
            "description": "PENMIX 30/70 PENFILL injection 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "18224",
            "description": "HUMALOG VIAL injection solution 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "1840",
            "description": "HUMULIN S injection 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "1842",
            "description": "PORK VELOSULIN injection 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "1843",
            "description": "PORK INSULATARD VIAL injection suspension 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "1844",
            "description": "ULTRATARD injection 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "18461",
            "description": "insulin zinc suspension mixed human prb injection 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "18590",
            "description": "insulin isophane bovine vial injection suspension 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "18592",
            "description": "insulin soluble bovine vial injection solution 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "18593",
            "description": "HUMALOG MIX 50 CARTRIDGE injection suspension 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "1886",
            "description": "INSULATARD ge injection 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "18931",
            "description": "insulin zinc suspension crystalline human prb - intermediate acting injection 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "19491",
            "description": "APIDRA VIAL injection solution 100 units/ml [SANOFI/AVE]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "19513",
            "description": "HUMULIN M3 VIAL injection suspension 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "19877",
            "description": "insulin aspart disposable pen injection solution 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "19878",
            "description": "insulin biphasic isophane human disposable pen injection suspension 30:70; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "20422",
            "description": "INSUMAN COMB 15 injection 100 iu/ml [AVENTIS]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "20995",
            "description": "HYPURIN PORCINE 30/70 MIX CARTRIDGE injection suspension 100 units/ml [WOCKHARDT]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "21110",
            "description": "insulin biphasic isophane human prb injection 50:50; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "21232",
            "description": "insulin biphasic isophane human vial injection suspension 30:70; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "21235",
            "description": "HUMULIN S VIAL injection solution 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "21347",
            "description": "PENMIX 40/60 injection 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "21374",
            "description": "insulin biphasic isophane human prb injection 40:60; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "21395",
            "description": "insulin biphasic isophane human pyr injection 40:60; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "21422",
            "description": "insulin biphasic isophane human cartridge injection suspension 40:60; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "21554",
            "description": "INSUMAN COMB 50 injection 100 iu/ml [AVENTIS]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "21583",
            "description": "APIDRA OPTISET injection solution 100 units/ml [SANOFI/AVE]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "21590",
            "description": "insulin glulisine disposable pen injection solution 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "22058",
            "description": "PUR-IN MIX 15/85 injection [CP PHARM]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "22155",
            "description": "HUMAJECT M5 pen 100 iu/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "2220",
            "description": "PENMIX 20/80 pen [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "2221",
            "description": "MIXTARD 30 NOVOLET 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "22697",
            "description": "insulin biphasic isophane human pyr injection 50:50; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "22945",
            "description": "INSUMAN RAPID injection 100 iu/ml [AVENTIS]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "22983",
            "description": "INSUMAN RAPID CARTRIDGE injection solution 100 units/ml [AVENTIS]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "23099",
            "description": "insulin biphasic aspart disposable pen injection suspension 30:70; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "23231",
            "description": "HYPURIN BOVINE NEUTRAL CARTRIDGE injection solution 100 units/ml [WOCKHARDT]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "23992",
            "description": "INSUMAN BASAL OPTISET injection suspension 100 units/ml [AVENTIS]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "23993",
            "description": "INSUMAN RAPID OPTISET injection solution 100 units/ml [AVENTIS]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "24002",
            "description": "INSUMAN COMB 25 VIAL injection suspension 100 units/ml [AVENTIS]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "2454",
            "description": "MIXTARD 30 PENFILL 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "2455",
            "description": "MIXTARD 20 NOVOLET 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "2456",
            "description": "MIXTARD 10 NOVOLET 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "2459",
            "description": "PORK MIXTARD 30 VIAL injection suspension 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "24593",
            "description": "neutral insulin bovine injection 100 iu/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "24795",
            "description": "insulin biphasic aspart cartridge injection suspension 30:70; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "24800",
            "description": "HYPURIN PORCINE 30/70 MIX VIAL injection suspension 100 units/ml [WOCKHARDT]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "24846",
            "description": "PUR-IN NEUTRAL injection 100 units/ml [CP PHARM]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "24993",
            "description": "INSUMAN COMB 25 CARTRIDGE injection suspension 100 units/ml [AVENTIS]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "25133",
            "description": "INSUMAN COMB 25 OPTISET injection suspension 100 units/ml [AVENTIS]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "25479",
            "description": "insulin soluble porcine cartridge injection solution 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "25735",
            "description": "insulin biphasic isophane human cartridge injection suspension 20:80; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "25736",
            "description": "insulin biphasic isophane human cartridge injection suspension 10:90; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "25812",
            "description": "insulin isophane human disposable pen injection suspension 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "26060",
            "description": "insulin lispro vial injection solution 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "26098",
            "description": "HYPURIN PORCINE NEUTRAL VIAL injection solution 100 units/ml [WOCKHARDT]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "26403",
            "description": "PUR-IN MIX 25/75 injection [CP PHARM]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "26498",
            "description": "insulin zinc suspension mixed bovine and porcine injection 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "26621",
            "description": "insulin soluble human crb injection 100 iu/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "27177",
            "description": "insulin biphasic lispro human prb injection 50:50; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "27280",
            "description": "insulin biphasic isophane porcine vial injection suspension 30:70; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "27396",
            "description": "insulin soluble porcine vial injection solution 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "27402",
            "description": "insulin soluble human vial injection solution 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "27461",
            "description": "INSUMAN BASAL CARTRIDGE injection suspension 100 units/ml [AVENTIS]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "27614",
            "description": "PENMIX 30/70 injection 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "28096",
            "description": "insulin biphasic isophane human cartridge injection suspension 50:50; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "28101",
            "description": "insulin glulisine vial injection solution 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "2812",
            "description": "MIXTARD 40 NOVOLET 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "28183",
            "description": "HYPURIN PORCINE ISOPHANE VIAL injection suspension 100 units/ml [WOCKHARDT]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "28185",
            "description": "insulin biphasic lispro cartridge injection suspension 25:75; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "28442",
            "description": "insulin glulisine injection solution 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "28588",
            "description": "HYPURIN BOVINE ISOPHANE CARTRIDGE injection suspension 100 units/ml [WOCKHARDT]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "2929",
            "description": "MIXTARD 30 ge injection 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "29567",
            "description": "insulin aspart vial injection solution 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "29837",
            "description": "insulin biphasic isophane human prb injection 25:75; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "29953",
            "description": "APIDRA OPTICLIK injection solution 100 units/ml [SANOFI/AVE]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "30209",
            "description": "ACTRAPID MC injection 100 units/ml [ARUN]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "30236",
            "description": "isophane insulin injection 100 iu/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "30686",
            "description": "insulin isophane porcine cartridge injection suspension 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "30819",
            "description": "INSUMAN COMB 15 OPTISET injection suspension 100 units/ml [AVENTIS]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "31205",
            "description": "INSUMAN COMB 50 OPTISET injection suspension 100 units/ml [AVENTIS]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "31258",
            "description": "insulin biphasic lispro disposable pen injection suspension 25:75; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "31465",
            "description": "EXUBERA powder for inhalation 1mg [PFIZER]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "31467",
            "description": "EXUBERA powder for inhalation 3mg [PFIZER]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "322",
            "description": "HUMALOG injection 100 iu/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "33167",
            "description": "insulin biphasic isophane human crb injection 25:75; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "33232",
            "description": "insulin biphasic isophane human crb injection 50:50; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "3396",
            "description": "PENMIX 10/90 PENFILL PENFILL [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "33966",
            "description": "INSULATARD injection 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "34031",
            "description": "MONOTARD MC injection 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "34097",
            "description": "HUMAN INITARD 50/50 injection 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "3439",
            "description": "PENMIX 10/90 pen [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "35253",
            "description": "INSUMAN COMB 50 CARTRIDGE injection suspension 100 units/ml [AVENTIS]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "35260",
            "description": "LEVEMIR INNOLET injection solution 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "35468",
            "description": "INSUMAN BASAL VIAL injection suspension 100 units/ml [AVENTIS]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "3550",
            "description": "MIXTARD 40 PENFILL 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "3551",
            "description": "MIXTARD 20 PENFILL 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "35701",
            "description": "insulin biphasic lispro disposable pen injection suspension 50:50; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "36031",
            "description": "insulin biphasic isophane porcine cartridge injection suspension 30:70; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "36066",
            "description": "insulin isophane bovine cartridge injection suspension 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "36146",
            "description": "insulin biphasic lispro cartridge injection suspension 50:50; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "36194",
            "description": "insulin biphasic isophane human cartridge injection suspension 25:75; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "36355",
            "description": "insulin human powder for inhalation 1mg",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "36356",
            "description": "insulin human powder for inhalation 3mg",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "36430",
            "description": "insulin soluble human disposable pen injection solution 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "36513",
            "description": "VELOSULIN CARTRIDGE injection 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "36853",
            "description": "LANTUS SOLOSTAR injection solution 100 units/ml [SANOFI/AVE]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "36920",
            "description": "APIDRA SOLOSTAR injection solution 100 units/ml [SANOFI/AVE]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "38422",
            "description": "ISOPHANE injection 100 iu/ml [CELLTECH]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "38986",
            "description": "HUMALOG KWIKPEN injection solution 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "39006",
            "description": "HUMALOG MIX 25 KWIKPEN injection suspension 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "39086",
            "description": "HUMALOG MIX 50 KWIKPEN injection suspension 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "4093",
            "description": "HUMULIN M2 injection 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "41120",
            "description": "insulin biphasic isophane human disposable pen injection suspension 50:50; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "4129",
            "description": "insulin soluble porcine injection 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "4163",
            "description": "RAPITARD MC injection 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "41834",
            "description": "INSULIN ZINC SUSPENSION LENTE injection 100 iu/ml [CELLTECH]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "41959",
            "description": "PENJECT injection device 100 units/ml [HYPOGUARD]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "4198",
            "description": "HUMULIN M3 injection 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "4199",
            "description": "HUMULIN M1 injection 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "42395",
            "description": "HUMALOG MIX 25 VIAL injection suspension 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "4247",
            "description": "insulin isophane porcine injection 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "42954",
            "description": "insulin biphasic isophane human vial injection suspension 25:75; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "43950",
            "description": "HUMULIN I KWIKPEN injection suspension 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "43953",
            "description": "insulin biphasic lispro vial injection suspension 25:75; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "43991",
            "description": "HUMULIN M3 KWIKPEN injection suspension 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "44251",
            "description": "insulin zinc suspension mixed porcine injection 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "44378",
            "description": "insulin biphasic isophane human disposable pen injection suspension 25:75; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "44480",
            "description": "INSUMAN COMB 25 SOLOSTAR injection suspension 100 units/ml [AVENTIS]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "45158",
            "description": "INSUMAN COMB 15 CARTRIDGE injection suspension 100 units/ml [AVENTIS]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "46001",
            "description": "INSUMAN BASAL SOLOSTAR injection suspension 100 units/ml [AVENTIS]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "46666",
            "description": "NOVORAPID FLEXTOUCH injection solution 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "4706",
            "description": "VELOSULIN VIAL injection solution 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "4715",
            "description": "HUMALOG MIX 25 injection 25:75; 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "47360",
            "description": "NEUTRAL INSULIN injection 100 units/ml [CELLTECH]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "4760",
            "description": "HUMULIN I injection 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "4784",
            "description": "LENTARD MC injection 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "4790",
            "description": "MIXTARD 50 PENFILL 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "5021",
            "description": "NOVORAPID PENFILL injection solution 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "5214",
            "description": "insulin lispro human prb injection 100 iu/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "5250",
            "description": "insulin biphasic lispro human prb injection 25:75; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "5255",
            "description": "MIXTARD 10 PENFILL 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "5501",
            "description": "INSUMAN BASAL injection 100 iu/ml [AVENTIS]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "5845",
            "description": "MIXTARD 30 INNOLET injection suspension 30:70; 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "5891",
            "description": "INSULATARD FLEXPEN injection 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "5892",
            "description": "NOVORAPID FLEXPEN injection solution 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "5933",
            "description": "MIXTARD 50 NOVOLET 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "5953",
            "description": "insulin glargine injection 100 iu/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "6057",
            "description": "LANTUS injection 100 iu/ml [AVENTIS]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "6061",
            "description": "NOVOMIX 30 injection 30:70; 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "6209",
            "description": "NOVORAPID VIAL injection solution 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "6447",
            "description": "insulin aspart human pyr injection 100 iu/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "6958",
            "description": "LEVEMIR FLEXPEN injection solution 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "6965",
            "description": "LEVEMIR PENFILL injection solution 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "7228",
            "description": "NOVOMIX 30 FLEXPEN injection suspension 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "7231",
            "description": "MIXTARD 30 PENFILL injection suspension 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "7237",
            "description": "LANTUS OPTISET injection solution 100 units/ml [AVENTIS]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "7266",
            "description": "LANTUS CARTRIDGE injection solution 100 units/ml [AVENTIS]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "7267",
            "description": "NOVOMIX 30 PENFILL injection suspension 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "7300",
            "description": "MIXTARD 30 VIAL injection suspension 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "7318",
            "description": "HUMALOG CARTRIDGE injection solution 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "7319",
            "description": "MIXTARD 20 PENFILL injection suspension 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "7349",
            "description": "ACTRAPID VIAL injection solution 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "7350",
            "description": "insulin isophane porcine vial injection suspension 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "7393",
            "description": "insulin glargine cartridge injection solution 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "7400",
            "description": "insulin glargine disposable pen injection solution 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "7402",
            "description": "LANTUS VIAL injection solution 100 units/ml [AVENTIS]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "7537",
            "description": "HUMULIN ZN injection 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "7771",
            "description": "HUMAN PROTAPHANE PENFILL 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "7772",
            "description": "HUMAN PROTAPHANE injection 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "7793",
            "description": "HUMAJECT M3 pen 100 iu/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "8118",
            "description": "HUMAJECT I pen 100 iu/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "8203",
            "description": "PENMIX 50/50 PENFILL injection 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "8322",
            "description": "insulin zinc suspension mixed human pyr injection 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "8841",
            "description": "HUMULIN M5 injection 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "8895",
            "description": "INITARD 50/50 injection 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "9341",
            "description": "insulin biphasic isophane human prb injection 30:70; 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "9376",
            "description": "insulin zinc suspension crystalline human pyr - long acting injection 100 units/ml",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "9503",
            "description": "HYPURIN BOVINE PROTAMINE ZINC VIAL injection suspension 100 units/ml [WOCKHARDT]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "9521",
            "description": "PORK ACTRAPID VIAL injection solution 100 units/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "9565",
            "description": "HUMAJECT S DISPOSABLE PEN injection solution 100 units/ml [LILLY]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "9618",
            "description": "HYPURIN PORCINE 30/70 MIX injection 100 iu/ml [WOCKHARDT]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          },
          {
            "code": "9737",
            "description": "INSULATARD INNOLET injection 100 iu/ml [NOVO]",
            "attributes": {
              "Coding System (CPRD_product_code)": "CPRD_product_code",
              "Entity type": "res9: insulin",
              "Category": "drug"
            }
          }
        ]
      }
    ],
    "status": 2,
    "doi": "https://doi.org/10.48533/6t6r-2g33",
    "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": 1076,
        "version_name": "Insulin",
        "version_date": "2021-10-06T16:24:13.124063Z",
        "is_published": true,
        "is_latest": true
      }
    ]
  }
]