[
  {
    "phenotype_id": "PH407",
    "phenotype_version_id": 814,
    "name": "Bisphosphonates",
    "definition": "Patient level data were extracted from the General Practice Research Database (GPRD), which contains anonymised, patient based data on morbidity, prescribing, treatment, and referral collected from over 500 general practices, covering about 7% of the UK population (4.4 million patients).14 Data are in Read code format—a hierarchical system used to code clinical data. Additional data on prescriptions and test results are available as free-text entries. We selected a sample of 148 practices that provided data to the GPRD continuously between January 2000 and December 2007, structured to include a range of list (patient panel) sizes. Selected practices were nationally representative in terms of patient sex and age distribution and area socioeconomic deprivation but had a relatively large average list size, reflecting a bias towards larger practices in the GPRD. Overall, the selected practices performed marginally better than national practices on the clinical indicators in the Quality and Outcomes Framework. A random selection of 4500 patients registered for at least one day between 1 January 2000 and 31 December 2007 was drawn from each practice. For practices with fewer than 4501 patients, all patients were selected. The final sample consisted of 653 500 patients. Patients with relevant conditions were identified from their diagnostic Read codes. Patients for whom targets were met were identified from the relevant Read codes and free-text terms.\n\n\n\n\n\n\n\n\n",
    "implementation": "",
    "publications": [
      {
        "doi": null,
        "details": "Tim Doran, Evangelos Kontopantelis, Jose M Valderas, Stephen Campbell, Martin Roland, Chris Salisbury, David Reeves, Effect of financial incentives on incentivised and non-incentivised clinical activities: longitudinal analysis of data from the UK Quality and Outcomes Framework. BMJ, 342:d3590, 2011."
      }
    ],
    "validation": "",
    "citation_requirements": "",
    "created": "2021-10-06T16:18:13.151964Z",
    "author": "Tim Doran, Evangelos Kontopantelis, Jose M Valderas, Stephen Campbell, Martin Roland, Chris Salisbury, David Reeves",
    "collections": [
      {
        "name": "ClinicalCodes Repository",
        "value": 25
      },
      {
        "name": "Phenotype Library",
        "value": 18
      }
    ],
    "tags": null,
    "organisation": null,
    "world_access": 1,
    "updated": "2021-10-06T16:18:13.151992Z",
    "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": "01/01/2000 - 31/12/2007",
    "concept_information": [
      {
        "concept_id": 1742,
        "concept_version_id": 4622,
        "concept_name": "Bisphosphonates - Primary Care",
        "coding_system": {
          "id": 14,
          "name": "GPRD product codes",
          "description": "GPRD product codes"
        },
        "phenotype_id": "PH407",
        "phenotype_version_id": 814,
        "phenotype_name": "Bisphosphonates",
        "code_attribute_header": [
          "Entity type",
          "Category",
          "Coding System (GPRD_product_code)"
        ],
        "codes": [
          {
            "code": "10046001",
            "description": "ADGYN ESTRO tabs 2mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10196001",
            "description": "ESTRADIOL + DYDROGESTERONE tabs 1mg + 5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10208001",
            "description": "HONVAN tabs 120mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10370001",
            "description": "ESTRADIOL TWICE WEEKLY patch 75micrograms/24 hours (2.25mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10372001",
            "description": "ESTRADERM MX patch 75micrograms/24 hours (2.25mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10417001",
            "description": "ESTRADIOL + NORETHISTERONE ACETATE (continuous combined) tabs 4mg + 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10418001",
            "description": "ESTRADIOL + LEVONORGESTREL - ONCE WEEKLY patch 50micrograms + 10micrograms/24 hours",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10481001",
            "description": "FOSAMAX ONCE WEEKLY tabs 70mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10499001",
            "description": "MENORING 50 vaginal ring 50micrograms/24 hours(12.4mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10530001",
            "description": "NOVOFEM tabs 1mg + (1mg + 1mg)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10599001",
            "description": "ESTRADIOL HEMIHYDRATE + NORETHISTERONE tabs 1mg + 0.5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10600001",
            "description": "KLIOVANCE tabs 1mg + 0.5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10621001",
            "description": "ETHINYLESTRADIOL + GESTODENE tabs 30micrograms + 100micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10622001",
            "description": "ETHINYLESTRADIOL + GESTODENE tabs 40micrograms + 70micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10624001",
            "description": "ETHINYLESTRADIOL + NORETHISTERONE tabs 35micrograms + 750micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10637001",
            "description": "ETHINYLESTRADIOL + GESTODENE tabs 30micrograms + 50micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10639001",
            "description": "ESTRADIOL tabs 4mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10640001",
            "description": "ESTRADIOL + DYDROGESTERONE tabs 1mg + 10mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10641001",
            "description": "ESTRADIOL + DYDROGESTERONE tabs 2mg + 10mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10642001",
            "description": "ESTRADIOL + DYDROGESTERONE tabs 2mg + 20mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10658001",
            "description": "ETHINYLESTRADIOL + LEVONORGESTREL tabs 30micrograms + 50micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10659001",
            "description": "ETHINYLESTRADIOL + LEVONORGESTREL tabs 30micrograms + 125micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10660001",
            "description": "ETHINYLESTRADIOL + LEVONORGESTREL tabs 40micrograms + 75micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10678001",
            "description": "FEMSEVEN SEQUI patch",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10704001",
            "description": "NORELGESTROMIN + ETHINYLESTRADIOL patch 150micrograms + 20micrograms/24 hours",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10783001",
            "description": "NUVELLE TS patch",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10786001",
            "description": "ETHINYLESTRADIOL + LEVONORGESTREL & PLACEBO tabs 30micrograms + 150micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10787001",
            "description": "ESTRADIOL & (ESTRADIOL + LEVONORGESTREL) TWICE WEEKLY patch 80mcg/24hrs + (50mcg+20mcg/24hr)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10790001",
            "description": "DERMESTRIL SEPTEM patch 25micrograms/24 hours",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10790002",
            "description": "DERMESTRIL SEPTEM patch 50micrograms/24 hours",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10790003",
            "description": "DERMESTRIL SEPTEM patch 75micrograms/24 hours",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1088001",
            "description": "ESTRADIOL implant 25mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1088002",
            "description": "ESTRADIOL implant 50mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1088003",
            "description": "ESTRADIOL implant 100mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10917001",
            "description": "DERMESTRIL patch 25micrograms/24 hours (2mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10917002",
            "description": "DERMESTRIL patch 50micrograms/24 hours (4mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10917003",
            "description": "DERMESTRIL patch 100micrograms/24 hours (8mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10919001",
            "description": "MICROGYNON 30 ED tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "10978001",
            "description": "RISEDRONATE SODIUM tabs 35mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1102001",
            "description": "MENOPHASE tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "11039001",
            "description": "SOLTAMOX oral soln 10mg/5ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1107001",
            "description": "PREMPAK -C 0.625 tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "11087001",
            "description": "ESTRADIOL VALERATE + NORETHISTERONE (continuous combined) tabs 2mg + 0.7mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "11110001",
            "description": "EVOREL CONTI patch (50mcg + 170mcg)/24 hr",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "11112001",
            "description": "EVOREL SEQUI patch",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "11112002",
            "description": "EVOREL SEQUI patch 50mcg/24 hours (3.2mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "11164001",
            "description": "PROGYNOVA TS 50 patch 50mcg/24hours (3.8 mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "11171001",
            "description": "ELLESTE-SOLO MX 40 patch 40micrograms/24 hours (1.25mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "11173001",
            "description": "ELLESTE-SOLO MX 80 patch 80mcg/24 hours (2.5mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "11457001",
            "description": "RALOXIFENE HCl tabs 60mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1147001",
            "description": "DROSPIRENONE + ETHINYLESTRADIOL tabs 3mg + 30micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1159001",
            "description": "PREMPAK 1.25 tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1160001",
            "description": "PREMPAK -C 1.25 tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "11668001",
            "description": "ESTRADIOL TWICE WEEKLY patch 75micrograms/24 hours (2.25mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "11668002",
            "description": "ESTRADIOL TWICE WEEKLY patch 100mcg/24 hours (3.0mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "11670001",
            "description": "FEMSEVEN 75 patch 75micrograms/24 hours (2.25mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "11672001",
            "description": "FEMSEVEN 100 patch 100mcg/24 hours (3.0mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "11679001",
            "description": "ELLESTE-DUET CONTI tabs 2mg + 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "11792001",
            "description": "FEMOSTON CONTI tabs 1mg + 5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "12046001",
            "description": "CONJUGATED OESTROGENS EQUINE + MEDROXYPROGESTERONE ACETATE tabs 625micrograms + 10mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "12066001",
            "description": "TERIPARATIDE inj 750micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "12067001",
            "description": "FORSTEO inj 750micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "12240001",
            "description": "ETHINYLESTRADIOL tabs 2micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "12354001",
            "description": "IBANDRONIC ACID tabs 50mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "12355001",
            "description": "BONDRONAT FC tab 50mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "12393001",
            "description": "ZOLEDRONIC ACID conc soln inf 4mg/5ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "12394001",
            "description": "ZOMETA conc soln inf 4mg/5ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "12449001",
            "description": "CONJUGATED OESTROGENS EQUINE + MEDROXYPROGESTERONE ACETATE (continuous combined) tabs 300micrograms ",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "12450001",
            "description": "PREMIQUE LOW DOSE tabs 300micrograms + 1.5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "12648001",
            "description": "ACNOCIN tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1271001",
            "description": "MIXOGEN tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "12844001",
            "description": "STRONTIUM RANELATE oral susp granules 2g",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "12845001",
            "description": "PROTELOS oral susp granules 2g",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "12848001",
            "description": "IBANDRONIC ACID conc soln inf 6mg/6ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "12849001",
            "description": "BONDRONAT conc soln inf 6mg/6ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "12948001",
            "description": "ESTRADIOL TWICE WEEKLY patch 25 micrograms/24 hours (0.39mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "12949001",
            "description": "ESTRADIOL TWICE WEEKLY transdermal patch 37.5micrograms/24 hours",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "12950001",
            "description": "ESTRADIOL TWICE WEEKLY patch 50 micrograms/24 hours (0.78mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "12951001",
            "description": "ESTRADIOL TWICE WEEKLY patch 75 micrograms/24 hours (1.17mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "12952001",
            "description": "ESTRADIOL TWICE WEEKLY patch 100 micrograms/24 hours (1.56mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "12953001",
            "description": "ESTRADOT patch 25 micrograms/24 hours (0.39mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "12954001",
            "description": "ESTRADOT patch 37.5micrograms/24hours (0.585mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "12955001",
            "description": "ESTRADOT patch 50 micrograms/24 hours (0.78mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "12956001",
            "description": "ESTRADOT patch 75 micrograms/24 hours (1.17mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "12957001",
            "description": "ESTRADOT patch 100 micrograms/24 hours (1.56mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1300001",
            "description": "NOLVADEX -D tabs 20mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1301001",
            "description": "NOLVADEX -FORTE tabs 40mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "13074001",
            "description": "DIVA tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "13167001",
            "description": "DROSPIRENONE + ESTRADIOL tabs 2mg + 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "13168001",
            "description": "ANGELIQ FC tab",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1328001",
            "description": "BENZTRONE inj 1mg/ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1328002",
            "description": "BENZTRONE inj 5mg/ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "13400001",
            "description": "ALENDRONIC ACID (AS SODIUM SALT) + COLECALCIFEROL tabs 70mg + 70micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "13401001",
            "description": "FOSAVANCE tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "13437001",
            "description": "IBANDRONIC ACID tabs 150mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "13438001",
            "description": "BONVIVA FC tab 150mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "135001",
            "description": "CALCITARE inj 160 iu/vial",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1353009",
            "description": "TAMOXIFEN tabs 40mg [APS]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1353010",
            "description": "TAMOXIFEN tabs 10mg [APS]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1353011",
            "description": "TAMOXIFEN tabs 20mg [APS]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "13533001",
            "description": "CICAFEM tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1354009",
            "description": "TAMOXIFEN tabs 40mg [IVAX]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1354010",
            "description": "TAMOXIFEN tabs 10mg [IVAX]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1354011",
            "description": "TAMOXIFEN tabs 20mg [IVAX]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "137001",
            "description": "CALSYNAR inj 100 iu/ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "137002",
            "description": "CALSYNAR inj 200 iu/ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "13920001",
            "description": "IBANDRONIC ACID inj soln 3mg/3ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "13923001",
            "description": "BONVIVA inj soln 3mg/3ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "13941001",
            "description": "BEDOL tabs 2mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "13949001",
            "description": "CLINORETTE tabs 2mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "14023001",
            "description": "ESTRADIOL transdermal patch 25micrograms/24 hours",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "14024001",
            "description": "ESTRADIOL transdermal patch 50micrograms/24 hours",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "14025001",
            "description": "ESTRADIOL transdermal patch 75micrograms/24 hours",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "14026001",
            "description": "ESTRADIOL transdermal patch 100micrograms/24 hours",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "14032001",
            "description": "ESTRADIOL TWICE WEEKLY transdermal patch 25micrograms/24 hours",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "14033001",
            "description": "ESTRADIOL ONCE WEEKLY transdermal patch 50micrograms/24 hours",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "14034001",
            "description": "ESTRADIOL TWICE WEEKLY transdermal patch 50micrograms/24 hours",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "14035001",
            "description": "ESTRADIOL TWICE WEEKLY transdermal patch 75micrograms/24 hours",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "14036001",
            "description": "ESTRADIOL ONCE WEEKLY transdermal patch 100micrograms/24 hours",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "14037001",
            "description": "ESTRADIOL TWICE WEEKLY transdermal patch 100micrograms/24 hours",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "14063001",
            "description": "ZOLEDRONIC ACID soln for inf 5mg/100ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "14064001",
            "description": "ACLASTA soln for inf 5mg/100ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "14135001",
            "description": "CLAIRETTE 2000/35 tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "14259001",
            "description": "PARATHYROID HORMONE pwdr/inj.soln 100micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "14260001",
            "description": "PREOTACT pwdr/inj.soln 100micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "14268001",
            "description": "ETHINYLESTRADIOL caps",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "14652001",
            "description": "ETHINYLESTRADIOL + LEVONORGESTREL (IPU) tabs 20micrograms + 100micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1472001",
            "description": "BONEFOS caps 400mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1472002",
            "description": "BONEFOS conc soln inf 300mg/5ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1472003",
            "description": "BONEFOS tabs 800mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1531009",
            "description": "ESTRADIOL implant 25mg [ORGANON]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1531010",
            "description": "ESTRADIOL implant 50mg [ORGANON]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1531011",
            "description": "ESTRADIOL implant 100mg [ORGANON]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1636009",
            "description": "DIETHYLSTILBESTROL tabs 1mg [TEVA]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1636010",
            "description": "DIETHYLSTILBESTROL tabs 5mg [TEVA]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1790001",
            "description": "LOESTRIN 20 tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1792001",
            "description": "LOESTRIN 30 tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1794001",
            "description": "LOGYNON tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1796001",
            "description": "OVRAN tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1798001",
            "description": "OVRAN 30 tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1800001",
            "description": "OVRANETTE tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1802001",
            "description": "TRINORDIOL tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1804001",
            "description": "NORIMIN tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1806001",
            "description": "BREVINOR tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1810001",
            "description": "BINOVUM tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1812001",
            "description": "NEOCON 1/35 tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1816001",
            "description": "OVYSMEN tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1818001",
            "description": "TRINOVUM tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1818002",
            "description": "TRINOVUM ED tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1821001",
            "description": "MARVELON tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1823001",
            "description": "MINILYN tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1914001",
            "description": "ETHINYLESTRADIOL + NORETHISTERONE tabs 35mcg + 500mcg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1914002",
            "description": "ETHINYLESTRADIOL + NORETHISTERONE tabs 35mcg + 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "1976009",
            "description": "TAMOXIFEN tabs 10mg [IVAX]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2006001",
            "description": "ETHINYLESTRADIOL tabs 10micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2006002",
            "description": "ETHINYLESTRADIOL tabs 20micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2006003",
            "description": "ETHINYLESTRADIOL tabs 50micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2052007",
            "description": "PREMARIN 0.625MG/NORGESTREL 0.15MG MG TAB",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2134001",
            "description": "ZOLEDRONIC ACID inf 4mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2176007",
            "description": "OESTROGENS CONJUGATED 25 MG INJ",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2234001",
            "description": "CLIMAGEST tabs 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2234002",
            "description": "CLIMAGEST tabs 2mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2237001",
            "description": "ZUMENON tabs 2mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2237002",
            "description": "ZUMENON tabs 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2240001",
            "description": "ESTRADIOL + (ESTRADIOL + NORETHISTERONE ACETATE) - TWICE WEEKLY patch 50mcg/24 hr + (50mcg+250mcg/24",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2240002",
            "description": "ESTRADIOL + (ESTRADIOL + NORETHISTERONE ACETATE) - TWICE WEEKLY treatment pack",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2240003",
            "description": "ESTRADIOL + (ESTRADIOL + NORETHISTERONE ACETATE) - TWICE WEEKLY patch 50mcg/24 hr + (50mcg+170mcg/24",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2267001",
            "description": "ESTRACOMBI TTS patch",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2281009",
            "description": "TAMOXIFEN tabs 10mg [ALPHAR/COX]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2281010",
            "description": "TAMOXIFEN tabs 20mg [ALPHAR/COX]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2281011",
            "description": "TAMOXIFEN tabs 40mg [ALPHAR/COX]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2297001",
            "description": "TRI-MINULET tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2329001",
            "description": "TRIADENE tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "236001",
            "description": "ESTRADIOL + LEVONORGESTREL - TWICE WEEKLY patch 50micrograms + 20micrograms/24 hours",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2374001",
            "description": "ESTRADIOL VALERATE & (ESTRADIOL VALERATE + NORETHISTERONE) tabs 1mg + (1mg + 1mg)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2374002",
            "description": "ESTRADIOL VALERATE & (ESTRADIOL VALERATE + NORETHISTERONE) tabs 2mg + (2mg + 1 mg)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2374003",
            "description": "ESTRADIOL VALERATE & (ESTRADIOL VALERATE + NORETHISTERONE) tabs 2mg + 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2415001",
            "description": "DIETHYLSTILBESTROL sugar-coated tabs 5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2436001",
            "description": "SYNPHASE tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2479001",
            "description": "DIANETTE tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2517001",
            "description": "TRISEQUENS tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2517002",
            "description": "TRISEQUENS forte tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2523001",
            "description": "GYNOVLAR 21 tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2525001",
            "description": "CONTROVLAR tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2527001",
            "description": "MINOVLAR 21 tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2529001",
            "description": "MINOVLAR ED tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2533001",
            "description": "EUGYNON 30 tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2535001",
            "description": "MICROGYNON 30 tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2537001",
            "description": "LOGYNON ED tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2541001",
            "description": "CYCLO-PROGYNOVA tabs 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2541002",
            "description": "CYCLO-PROGYNOVA tabs 2mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2542001",
            "description": "PROGYNOVA tabs 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2542002",
            "description": "PROGYNOVA tabs 2mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2543001",
            "description": "SCHERING PC4 tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2601007",
            "description": "DISODIUM ETIDRONATE 200 MG TAB",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2627001",
            "description": "TAMOFEN -10 tabs 10mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2628001",
            "description": "TAMOFEN -20 tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2629001",
            "description": "TAMOFEN -40 tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2799009",
            "description": "ETHINYLESTRADIOL tabs 10micrograms [CELLTECH]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2879001",
            "description": "DIETHYLSTILBESTROL tabs 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2879002",
            "description": "DIETHYLSTILBESTROL tabs 5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2879003",
            "description": "DIETHYLSTILBESTROL sugar-coated tabs 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2906009",
            "description": "TAMOXIFEN tabs 10mg [SANDOZ]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2906010",
            "description": "TAMOXIFEN tabs 20mg [SANDOZ]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "2906011",
            "description": "TAMOXIFEN tabs 40mg [SANDOZ]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3077001",
            "description": "FEMODENE tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3095001",
            "description": "CALCITONIN inj 160 iu/vial",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3166009",
            "description": "TAMOXIFEN tabs 10mg [GEN (UK)]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3166010",
            "description": "TAMOXIFEN tabs 20mg [GEN (UK)]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3166011",
            "description": "TAMOXIFEN tabs 40mg [GEN (UK)]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3251001",
            "description": "ESTRADIOL inj 1mg/ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3251002",
            "description": "ESTRADIOL inj 5mg/ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3252001",
            "description": "ESTRADIOL tabs 2mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3252002",
            "description": "ESTRADIOL tabs 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3252003",
            "description": "ESTRADIOL patch 40micrograms/24 hours (1.25mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3253001",
            "description": "ESTRADIOL + ESTRONE & ESTRIOL tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3253007",
            "description": "PREMARIN 1.25MG/NORGESTREL 0.15MG MG TAB",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3254001",
            "description": "HORMONIN tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3255001",
            "description": "ESTRIOL tabs 250micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3255002",
            "description": "ESTRIOL tabs 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "327001",
            "description": "ESTRADURIN inj 40mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "327002",
            "description": "ESTRADURIN inj 80mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3390001",
            "description": "CONJUGATED OESTROGENS EQUINE tabs 625micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3390002",
            "description": "CONJUGATED OESTROGENS EQUINE tabs 1.25mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3390003",
            "description": "CONJUGATED OESTROGENS EQUINE tabs 2.5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3422001",
            "description": "CYPROTERONE ACETATE + ETHINYLESTRADIOL tabs 2mg + 35micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3560001",
            "description": "DESOGESTREL + ETHINYLESTRADIOL tabs 150micrograms + 20micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3560002",
            "description": "DESOGESTREL + ETHINYLESTRADIOL tabs 150micrograms + 30micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3607001",
            "description": "DIENESTROL tabs 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3607002",
            "description": "DIENESTROL tabs 5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3642009",
            "description": "TAMOXIFEN tabs 10mg [CO-PHARMA]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3642010",
            "description": "TAMOXIFEN tabs 20mg [CO-PHARMA]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "3865001",
            "description": "TAMOXIFEN oral soln 10mg/5ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "397009",
            "description": "ETHINYLESTRADIOL tabs 10micrograms [UCB]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "397010",
            "description": "ETHINYLESTRADIOL tabs 50micrograms [UCB]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "397011",
            "description": "ETHINYLESTRADIOL tabs 1mg [UCB]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4269009",
            "description": "DIETHYLSTILBESTROL tabs 1mg [HILLCROSS]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "428001",
            "description": "HARMOGEN tabs 1.5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4301001",
            "description": "NORGESTREL & CONJUGATED OESTROGENS (EQUINE) tabs 150micrograms + 625micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4301002",
            "description": "NORGESTREL & CONJUGATED OESTROGENS (EQUINE) tabs 150micrograms + 1.25mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4342001",
            "description": "ESTRADIOL VALERATE & (ESTRADIOL VALERATE + LEVONORGESTREL) tabs 2mg + (2mg + 75micrograms)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4342002",
            "description": "ESTRADIOL VALERATE & (ESTRADIOL VALERATE + LEVONORGESTREL) tabs 1mg + (1mg + 250micrograms)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4351007",
            "description": "TAMOXIFEN D TAB",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4396001",
            "description": "NUVELLE tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4407009",
            "description": "TAMOXIFEN tabs 20mg [KENT]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "441001",
            "description": "HONVAN tabs 100mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "441002",
            "description": "HONVAN inj 276mg/5ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "441003",
            "description": "HONVAN inj 300mg/5ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4517001",
            "description": "POLYESTRADIOL PHOSPHATE inj 40mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4517002",
            "description": "POLYESTRADIOL PHOSPHATE inj 80mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4603009",
            "description": "CO-CYPRINDIOL tabs 2mg + 35micrograms [NEOLAB]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4636007",
            "description": "OVESTIN .25 MG TAB",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4652001",
            "description": "FOSFESTROL TETRASODIUM tabs 100mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4652002",
            "description": "FOSFESTROL TETRASODIUM inj 276mg/5ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4652003",
            "description": "FOSFESTROL TETRASODIUM inj 300mg/5ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4659001",
            "description": "QUINESTRADOL caps 250micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4660001",
            "description": "PENTOVIS caps 250micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4661001",
            "description": "QUINESTROL tabs 4mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4662001",
            "description": "ESTROVIS tabs 4mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4695001",
            "description": "CALCITONIN (SALMON) SYNTHETIC inj 100 iu/ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4695002",
            "description": "CALCITONIN (SALMON) SYNTHETIC inj 200 iu/ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4695003",
            "description": "CALCITONIN (SALMON) SYNTHETIC inj 50 units/ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4758009",
            "description": "TAMOXIFEN tabs 10mg [SANDOZ]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4759009",
            "description": "TAMOXIFEN tabs 20mg [SANDOZ]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4779009",
            "description": "CO-CYPRINDIOL tabs 2mg + 35micrograms [HILLCROSS]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4782001",
            "description": "TAMOXIFEN tabs 10mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4782002",
            "description": "TAMOXIFEN tabs 20mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4782003",
            "description": "TAMOXIFEN tabs 40mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4783001",
            "description": "NOLTAM tabs 10mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4783002",
            "description": "NOLTAM tabs 20mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "4828009",
            "description": "ETHINYLESTRADIOL tabs 2micrograms [UCB]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5028001",
            "description": "ESTROPIPATE tabs 1.5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5079001",
            "description": "DIANETTE tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5081001",
            "description": "EVRA patch",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5167009",
            "description": "CO-CYPRINDIOL tabs 2mg + 35micrograms [SANDOZ]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5215009",
            "description": "CO-CYPRINDIOL tabs 2mg + 35micrograms [PLIVA]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5226001",
            "description": "MINULET tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5254001",
            "description": "MERCILON tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5262001",
            "description": "CLIMAVAL tabs 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5262002",
            "description": "CLIMAVAL tabs 2mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5288001",
            "description": "CONOVA 30 tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5480001",
            "description": "ESTRADIOL TWICE WEEKLY patch 50mcg/24 hours (3.2mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5480002",
            "description": "ESTRADIOL TWICE WEEKLY patch 25mcg/24 hours (1.6mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5480003",
            "description": "ESTRADIOL TWICE WEEKLY patch 75micrograms/24 hours(4.8mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5481001",
            "description": "ESTRADIOL TWICE WEEKLY patch 25micrograms/24 hours (2mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5481002",
            "description": "ESTRADIOL TWICE WEEKLY patch 100micrograms/24 hours (8mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5481003",
            "description": "ESTRADIOL TWICE WEEKLY patch 25micrograms/24 hours (2mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5482001",
            "description": "ESTRAPAK 50 patch+tab 50mcg/24hours(4mg/unit) + 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5483001",
            "description": "ESTRADERM TTS patch 25micrograms/24 hours (2mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5483002",
            "description": "ESTRADERM TTS patch 50micrograms/24 hours (4mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5483003",
            "description": "ESTRADERM TTS patch 100micrograms/24 hours (8mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5505001",
            "description": "EMBLON tabs 10mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5505002",
            "description": "EMBLON tabs 20mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5527001",
            "description": "CONJUGATED OESTROGENS EQUINE & NORGESTREL tabs 625micrograms + 150micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5527002",
            "description": "CONJUGATED OESTROGENS EQUINE & NORGESTREL tabs 1.25mg + 150micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5601001",
            "description": "GESTODENE + ETHINYLESTRADIOL tabs 75micrograms + 30micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5601002",
            "description": "GESTODENE + ETHINYLESTRADIOL tabs 20micrograms + 75micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5723009",
            "description": "ALENDRONIC ACID tabs 70mg [HILLCROSS]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5747007",
            "description": "CONJUGATED OESTROGENS 625/NORGESTREL 500 MCG TAB",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5754009",
            "description": "ALENDRONIC ACID tabs 70mg [TEVA]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5780001",
            "description": "ETHINYLESTRADIOL + ETYNODIOL DIACETATE tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5837001",
            "description": "ESTRADIOL VALERATE & (ESTRADIOL VALERATE + NORGESTREL) tabs 2mg + (2mg + 500micrograms)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5838001",
            "description": "ESTRADIOL & (ESTRADIOL + NORETHISTERONE) & (ESTRADIOL) triphasic tabs 2mg + (2mg + 1mg) + (1mg)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5838002",
            "description": "ESTRADIOL & (ESTRADIOL + NORETHISTERONE) & (ESTRADIOL) triphasic forte tabs 4mg + (4mg + 1mg) + (1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5838009",
            "description": "ALENDRONIC ACID tabs 10mg [TEVA]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5841001",
            "description": "ETHINYLESTRADIOL + NORETHISTERONE tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5841002",
            "description": "ETHINYLESTRADIOL + NORETHISTERONE tabs 20micrograms + 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5841003",
            "description": "ETHINYLESTRADIOL + NORETHISTERONE tabs 30micrograms + 1.5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "5846009",
            "description": "ALENDRONIC ACID tabs 10mg [HILLCROSS]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6101001",
            "description": "ETHINYLESTRADIOL + LYNOESTRENOL tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6171009",
            "description": "ALENDRONIC ACID tabs 10mg [GEN (UK)]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6172009",
            "description": "ALENDRONIC ACID tabs 70mg [GEN (UK)]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6218001",
            "description": "ETHINYLESTRADIOL + LEVONORGESTREL tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6224009",
            "description": "CO-CYPRINDIOL tabs 2mg + 35micrograms [SOMEX]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6235007",
            "description": "CONJUGATED OESTROGENS / NORGESTREL 1.25 MG TAB",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6303001",
            "description": "ESTRADIOL VALERATE tabs 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6303002",
            "description": "ESTRADIOL VALERATE tabs 2mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6307009",
            "description": "ALENDRONIC ACID ONCE WEEKLY tabs 70mg [PLIVA]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "634009",
            "description": "TAMOXIFEN tabs 10mg [CP PHARM]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "634010",
            "description": "TAMOXIFEN tabs 20mg [CP PHARM]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "634011",
            "description": "TAMOXIFEN tabs 40mg [CP PHARM]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "635009",
            "description": "TAMOXIFEN tabs 20mg [CELLTECH]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "635010",
            "description": "TAMOXIFEN tabs 40mg [CELLTECH]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "635011",
            "description": "TAMOXIFEN tabs 10mg [CELLTECH]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "636009",
            "description": "TAMOXIFEN tabs 10mg [HILLCROSS]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "636010",
            "description": "TAMOXIFEN tabs 20mg [HILLCROSS]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "636011",
            "description": "TAMOXIFEN tabs 40mg [HILLCROSS]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6389009",
            "description": "ALENDRONIC ACID tabs 70mg [ARROW]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6412009",
            "description": "ALENDRONIC ACID tabs 10mg [WINTHROP]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6413009",
            "description": "ALENDRONIC ACID tabs 70mg [WINTHROP]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6421001",
            "description": "ETHINYLESTRADIOL tabs 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6469009",
            "description": "DIETHYLSTILBESTROL tabs 5mg [HILLCROSS]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6527009",
            "description": "ALENDRONIC ACID tabs 70mg [FOCUS]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6528009",
            "description": "ALENDRONIC ACID tabs 10mg [FOCUS]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "654001",
            "description": "NOLVADEX tabs 10mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6596001",
            "description": "LORON caps 400mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6596002",
            "description": "LORON inf 300mg/10ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6596003",
            "description": "LORON tabs 520mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6597001",
            "description": "SODIUM CLODRONATE caps 400mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6597002",
            "description": "SODIUM CLODRONATE inf 300mg/10ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6597003",
            "description": "SODIUM CLODRONATE conc soln inf 300mg/5ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6678009",
            "description": "ALENDRONIC ACID tabs 10mg [PLIVA]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6680001",
            "description": "LIVIAL tabs 2.5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6684001",
            "description": "TIBOLONE tabs 2.5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6736001",
            "description": "FEMODENE ED tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6771001",
            "description": "MIACALCIC inj 50 units/ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6771002",
            "description": "MIACALCIC inj 100 iu/ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6771003",
            "description": "MIACALCIC inj 200 iu/ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6926001",
            "description": "EVOREL -50 patch 50mcg/24 hours (3.2mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6926002",
            "description": "EVOREL -25 patch 25mcg/24 hours (1.6mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "6926003",
            "description": "EVOREL -75 patch 75micrograms/24 hours(4.8mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "7037001",
            "description": "ESTRADIOL TWICE WEEKLY patch 100mcg/24 hours (6.4mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "7037002",
            "description": "ESTRADIOL TWICE WEEKLY transdermal patch 80micrograms/24 hours",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "7037003",
            "description": "ESTRADIOL TWICE WEEKLY transdermal patch 40micrograms/24 hours",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "704001",
            "description": "OVESTIN tabs 250micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "704002",
            "description": "OVESTIN tabs 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "7070001",
            "description": "OESTRIFEN tabs 10mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "7070002",
            "description": "OESTRIFEN tabs 20mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "7070003",
            "description": "OESTRIFEN tabs 40mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "7186001",
            "description": "SODIUM CLODRONATE tabs 520mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "7186002",
            "description": "SODIUM CLODRONATE tabs 800mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "7207001",
            "description": "APSTIL tabs 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "7207002",
            "description": "APSTIL tabs 5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "7317001",
            "description": "MESTRANOL + NORETHISTERONE tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "7413001",
            "description": "EVOREL PAK treatment pack 50mcg/24hours(3.2mg/unit) + 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "7414001",
            "description": "ESTRADIOL + NORETHISTERONE patch+tab 50mcg/24hours(3.2mg/unit) + 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "7428001",
            "description": "YASMIN tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "7514001",
            "description": "FEMODETTE tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "7559001",
            "description": "NUVELLE CONTINUOUS tabs 2mg + 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "7628001",
            "description": "ESTRADIOL TWICE WEEKLY patch 50micrograms/24 hours (4mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "7633001",
            "description": "PROGYNOVA TS 100 patch 100mcg/24 hour (7.6mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "7748001",
            "description": "ESTRADIOL + (ESTRADIOL + NORETHISTERONE ACETATE) tabs 1mg + (1mg + 1mg)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "7778001",
            "description": "PROGYNOVA TS 25 patch 25micrograms/24 hours (2mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "779001",
            "description": "PREMARIN tabs 625micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "779002",
            "description": "PREMARIN tabs 1.25mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "779003",
            "description": "PREMARIN tabs 2.5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "780001",
            "description": "PREMPAK 0.625 tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "7828001",
            "description": "ESTRADIOL & (ESTRADIOL + DYDROGESTERONE) tabs 1mg + 5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "7846001",
            "description": "ETHINYLESTRADIOL + NORETHISTERONE tabs 50mcg + 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "7846002",
            "description": "ETHINYLESTRADIOL + NORETHISTERONE tabs 50micrograms + 3mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "7914001",
            "description": "BONDRONAT conc soln inf 2mg/2ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "793009",
            "description": "ETHINYLESTRADIOL tabs 20micrograms [CP PHARM]",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "7934001",
            "description": "EVOREL -100 patch 100mcg/24 hours (6.4mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8001001",
            "description": "CALCITONIN (SALMON) RECOMBINANT inj 100 iu/ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8002001",
            "description": "FORCALTONIN 100 inj 100 iu/ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8121001",
            "description": "ETHINYLESTRADIOL + NORELGESTROMIN patch 20micrograms + 150micrograms/24 hours",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8123001",
            "description": "ESTRADIOL VALERATE + NORETHISTERONE (continuous combined) tabs 1mg + 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8124001",
            "description": "ESTRADIOL VALERATE + NORETHISTERONE (continuous combined) tabs 2mg + 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8125001",
            "description": "ESTRADIOL + NORETHISTERONE ACETATE (continuous combined) tabs 1mg + 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8128001",
            "description": "ESTRADIOL VALERATE + NORGESTREL tabs 2mg + 500micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8129001",
            "description": "ESTRADIOL VALERATE + LEVONORGESTREL tabs 1mg + 250micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8130001",
            "description": "ESTRADIOL VALERATE + LEVONORGESTREL tabs 2mg + 75micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8133001",
            "description": "ESTRADIOL VALERATE + MEDROXYPROGESTERONE ACETATE tabs 2mg + 20mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8134001",
            "description": "FEMTAB tabs 2mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8135001",
            "description": "FEMTAB SEQUI tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8137001",
            "description": "FEMTAB CONTINUOUS tabs 2mg + 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8140001",
            "description": "FEMTAB tabs 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8213001",
            "description": "FOSFESTROL TETRASODIUM tabs 120mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8235001",
            "description": "RISEDRONATE SODIUM tabs 5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8235002",
            "description": "RISEDRONATE SODIUM tabs 30mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8236001",
            "description": "ACTONEL tabs 5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8236002",
            "description": "ACTONEL tabs 30mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8319001",
            "description": "ESTRADIOL + NORETHISTERONE ACETATE patch+tab 50mcg/24hours(4mg/unit) + 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8379001",
            "description": "MENOREST patch 37.5micrograms/24 hours (3.29mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8379002",
            "description": "MENOREST patch 50micrograms/24 hours (4.33mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8379003",
            "description": "MENOREST patch 75micrograms/24hours (6.57mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8453001",
            "description": "ESTRADIOL & (ESTRADIOL + NORETHISTERONE) tabs 2mg + (2mg + 1mg)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8466001",
            "description": "IBANDRONIC ACID conc soln inf 2mg/2ml",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8520001",
            "description": "ESTRADIOL VALERATE & (ESTRADIOL VALERATE + MEDROXYPROGESTERONE ACETATE) + PLACEBO tabs 2mg + (2mg + ",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8530001",
            "description": "ESTRADIOL & (ESTRADIOL + LEVONORGESTREL) ONCE WEEKLY patch 50mcg/24hrs + (50mcg+10mcg/24hrs)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8542001",
            "description": "FEMATRIX 80 patch 80mcg/24 hours (2.5mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8576001",
            "description": "KLIOFEM tabs 2mg + 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8587001",
            "description": "ESTRADIOL + NORETHISTERONE ACETATE (continuous combined) tabs 2mg + 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8587002",
            "description": "ESTRADIOL + NORETHISTERONE ACETATE (continuous combined) tabs 2mg + 0.7mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8587003",
            "description": "ESTRADIOL + NORETHISTERONE ACETATE (continuous combined) tabs 1mg + 0.5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8610001",
            "description": "FEMOSTON tabs 1mg + 10mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8610002",
            "description": "FEMOSTON tabs 2mg + 10mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8610003",
            "description": "FEMOSTON tabs 2mg + 20mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8611001",
            "description": "ESTRADIOL & (ESTRADIOL + DYDROGESTERONE) tabs 1mg + (1mg + 10mg)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8611002",
            "description": "ESTRADIOL & (ESTRADIOL + DYDROGESTERONE) tabs 2mg + (2mg + 10 mg)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8611003",
            "description": "ESTRADIOL & (ESTRADIOL + DYDROGESTERONE) tabs 2mg + (2mg + 20mg)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8621001",
            "description": "EVISTA FC tab 60mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8648001",
            "description": "TRIDESTRA tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8649001",
            "description": "ESTRADIOL VALERATE + MEDROXYPROGESTERONE ACETATE tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8649002",
            "description": "ESTRADIOL VALERATE + MEDROXYPROGESTERONE ACETATE tabs 1mg + 5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8649003",
            "description": "ESTRADIOL VALERATE + MEDROXYPROGESTERONE ACETATE tabs 1mg + 2.5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8671001",
            "description": "ADGYN COMBI tabs 2mg + (2mg + 1mg)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8692001",
            "description": "ESTRADIOL & DYDROGESTERONE patch+tab 80mcg/24 hours + 10mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8692002",
            "description": "ESTRADIOL & DYDROGESTERONE patch+tab 40mcg/24 hours + 10mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8732001",
            "description": "ETHINYLESTRADIOL + METHYLTESTOSTERONE tabs 4.4micrograms + 3.6mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8780001",
            "description": "FENTAMOX tabs 10mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8780002",
            "description": "FENTAMOX tabs 20mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8780003",
            "description": "FENTAMOX tabs 40mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8808001",
            "description": "FOSAMAX tabs 10mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8808002",
            "description": "FOSAMAX tabs 5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8809001",
            "description": "ALENDRONIC ACID (AS SODIUM SALT) tabs 10mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8809002",
            "description": "ALENDRONIC ACID (AS SODIUM SALT) tabs 5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8809003",
            "description": "ALENDRONIC ACID (AS SODIUM SALT) tabs 70mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8885001",
            "description": "PREMIQUE tabs 625micrograms + 5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8886001",
            "description": "CONJUGATED OESTROGENS EQUINE + MEDROXYPROGESTERONE ACETATE (continuous combined) tabs 625micrograms ",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8902001",
            "description": "PREMIQUE CYCLE tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8903001",
            "description": "CONJUGAT OESTROGE EQUI & (CONJUGAT OESTROGE EQUI + MEDROXYPROGESTERO ACETAT tab 625 micrograms + (62",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8909001",
            "description": "ESTRADIOL TWICE WEEKLY patch 37.5micrograms/24 hours (3.29mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8909002",
            "description": "ESTRADIOL TWICE WEEKLY patch 50micrograms/24 hours (4.33mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8909003",
            "description": "ESTRADIOL TWICE WEEKLY patch 75micrograms/24hours (6.57mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8913001",
            "description": "ESTRADIOL + (ESTRADIOL + NORETHISTERONE ACETATE) tabs 2mg + (2mg + 1 mg)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8930001",
            "description": "ETHINYLESTRADIOL + CYPROTERONE ACETATE tabs 35micrograms + 2mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8931001",
            "description": "CO-CYPRINDIOL tabs 2mg + 35micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8945001",
            "description": "FEMATRIX 40 patch 40micrograms/24 hours (1.25mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "8947001",
            "description": "FEMAPAK 80 treatment pack 80mcg/24 hours + 10mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9027001",
            "description": "ETHINYLESTRADIOL + NORGESTIMATE tabs 35micrograms + 250micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9027002",
            "description": "ETHINYLESTRADIOL + NORGESTIMATE tabs 2mg + 10mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9030001",
            "description": "ETHINYLESTRADIOL + GESTODENE tabs 30micrograms + 75micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9030002",
            "description": "ETHINYLESTRADIOL + GESTODENE tabs 20micrograms + 75micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9105001",
            "description": "FEMSEVEN 50 patch 50micrograms/24 hours(1.5mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9124001",
            "description": "ELLESTE-SOLO tabs 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9124002",
            "description": "ELLESTE-SOLO tabs 2mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9126001",
            "description": "ELLESTE-DUET tabs 2mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9126002",
            "description": "ELLESTE-DUET tabs 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9164001",
            "description": "ESTRADIOL ONCE WEEKLY patch 50micrograms/24 hours(1.5mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9164002",
            "description": "ESTRADIOL ONCE WEEKLY patch 50mcg/24hours (3.8 mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9164003",
            "description": "ESTRADIOL ONCE WEEKLY patch 100mcg/24 hour (7.6mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9165001",
            "description": "ESTRADIOL ONCE WEEKLY transdermal patch 75micrograms/24 hours",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9165002",
            "description": "ESTRADIOL ONCE WEEKLY patch 100mcg/24 hours (3.0mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9165003",
            "description": "ESTRADIOL ONCE WEEKLY transdermal patch 25micrograms/24 hours",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9180001",
            "description": "PROGYNOVA TS patch 50mcg/24hours (3.8 mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9180002",
            "description": "PROGYNOVA TS forte patch 100mcg/24 hour (7.6mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9186001",
            "description": "ESTRADIOL ACETATE vaginal ring 50micrograms/24 hours(12.4mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9228001",
            "description": "IMPROVERA tabs 1.5mg + 10mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9229001",
            "description": "PIPERAZINE OESTRONE SULPHATE + MEDROXYPROGESTERONE tabs 1.5mg + 10mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9239001",
            "description": "ETHINYLESTRADIOL + GESTODENE & PLACEBO tabs 30micrograms + 75micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9242001",
            "description": "ETHINYLESTRADIOL + GESTODENE - TRIPHASIC tabs 6 x 30+50mcg; 5 x 40+70mcg; 10 x 30+100mcg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9249001",
            "description": "ETHINYLESTRADIOL + DESOGESTREL tabs 20micrograms + 150micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9252001",
            "description": "ETHINYLESTRADIOL + DESOGESTREL tabs 30micrograms + 150micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9296001",
            "description": "ETHINYLESTRADIOL + NORETHISTERONE - TRIPHASIC tabs 7x35+500mcg; 9x35mcg+1mg; 5x35+500mcg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9296002",
            "description": "ETHINYLESTRADIOL + NORETHISTERONE - TRIPHASIC tabs 7 x 35+500mcg; 7 x 35+750mcg; 7 x 35mcg+1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9341001",
            "description": "ETHINYLESTRADIOL + LEVONORGESTREL FOR POST-COITAL CONTRACEPTION tabs 50micrograms + 250micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9345001",
            "description": "ETHINYLESTRADIOL + LEVONORGESTREL tabs 30micrograms + 150micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9349001",
            "description": "ETHINYLESTRADIOL + LEVONORGESTREL tabs 30micrograms + 250micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9352001",
            "description": "ETHINYLESTRADIOL + LEVONORGESTREL tabs 50micrograms + 250micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9353001",
            "description": "ESTRADIOL + LEVONORGESTREL - ONCE WEEKLY patch 50micrograms+7micrograms/24 hours",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9354001",
            "description": "FEMSEVEN CONTI patch",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9355001",
            "description": "ETHINYLESTRADIOL + LEVONORGESTREL - TRIPHASIC tabs 6x30+50mcg; 5x40+75mcg; 10x30+125mcg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9358001",
            "description": "ETHINYLESTRADIOL + LEVONORGESTREL - TRIPHASIC + PLACEBO tabs 6x30+50mcg; 5x40+75mcg; 10x30+125mcg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9379001",
            "description": "FEMAPAK 40 treatment pack 40mcg/24 hours + 10mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9381001",
            "description": "INDIVINA tabs 1mg + 5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9381002",
            "description": "INDIVINA tabs 1mg + 2.5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9381003",
            "description": "INDIVINA tabs 2mg + 5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9382001",
            "description": "ESTRADIOL VALERATE + MEDROXYPROGESTERONE ACETATE tabs 2mg + 5mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9433001",
            "description": "ETHINYLESTRADIOL + NORETHISTERONE - BIPHASIC tabs 7 x 35mcg+500mcg; 14 x 35mcg+1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9437001",
            "description": "ETHINYLESTRADIOL + NORETHISTERONE & PLACEBO tabs 50mcg + 1mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9443001",
            "description": "ETHINYLESTRADIOL + NORETHISTERONE - TRIPHASIC & PLACEBO tabs 7 x 35+500mcg; 7 x 35+750mcg; 7 x 35mcg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9448001",
            "description": "ACTONEL ONCE A WEEK tabs 35mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9476001",
            "description": "CLIMESSE tabs 2mg + 0.7mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "952001",
            "description": "NORGESTIMATE + ETHINYLESTRADIOL tabs 250micrograms + 35micrograms",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "952002",
            "description": "NORGESTIMATE + ETHINYLESTRADIOL tabs 2mg + 10mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "963001",
            "description": "CILEST tabs",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9634001",
            "description": "TILUDRONIC ACID tabs 200mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9635001",
            "description": "SKELID tabs 200mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9752001",
            "description": "ESTRADIOL TWICE WEEKLY patch 25micrograms/24 hours (0.75mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9752002",
            "description": "ESTRADIOL TWICE WEEKLY patch 50micrograms/24 hours(1.5mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9752003",
            "description": "ESTRADIOL TWICE WEEKLY patch 100micrograms/24hrs (3.0mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9758001",
            "description": "ESTRADERM MX patch 25micrograms/24 hours (0.75mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9758002",
            "description": "ESTRADERM MX patch 50micrograms/24 hours(1.5mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9758003",
            "description": "ESTRADERM MX patch 100micrograms/24hrs (3.0mg/unit)",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "977001",
            "description": "ZOMETA inf 4mg",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          },
          {
            "code": "9916001",
            "description": "ESTRADIOL + NORETHISTERONE ACETATE - TWICE WEEKLY patch (50mcg + 170mcg)/24 hr",
            "attributes": {
              "Entity type": "Bisphosphonates",
              "Category": "drug",
              "Coding System (GPRD_product_code)": "GPRD_product_code"
            }
          }
        ]
      }
    ],
    "status": 2,
    "doi": "https://doi.org/10.48533/jtpy-g738",
    "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": 814,
        "version_name": "Bisphosphonates",
        "version_date": "2021-10-06T16:18:13.178838Z",
        "is_published": true,
        "is_latest": true
      }
    ]
  }
]