[
  {
    "phenotype_id": "PH180",
    "phenotype_version_id": 360,
    "name": "Abdominal Hernia",
    "definition": "At the specified date, a patient is defined as having had 'Abdominal Hernia' IF they meet the criteria for any of the following on or before the specified date. The earliest date on which the individual meets any of the following criteria on or before the specified date is defined as the first event date:\n\n\nPrimary care\n\n\n1. 'Abdominal Hernia' diagnosis or history of diagnosis or procedure during a consultation \n\nOR\nSecondary care\n\n\n1. ALL diagnoses of 'Abdominal Hernia' or history of diagnosis during a hospitalization\nOR\nSecondary care (OPCS4)\n\n\n1. ALL procedures for 'Abdominal Hernia'  during a hospitalization\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n",
    "implementation": "",
    "publications": [
      {
        "doi": "10.1016/S2589-7500(19)30012-3",
        "details": "Kuan V., Denaxas S., Gonzalez-Izquierdo A. et al. A chronological map of 308 physical and mental health conditions from 4 million individuals in the National Health Service. The Lancet Digital Health - DOI 10.1016/S2589-7500(19)30012-3"
      }
    ],
    "validation": "",
    "citation_requirements": "",
    "created": "2021-10-06T16:06:40.186760Z",
    "author": "Kuan V, Denaxas S, Gonzalez-Izquierdo A, Direk K, Bhatti O, Husain S, Sutaria S, Hingorani M, Nitsch D, Parisinos C, Lumbers T, Mathur R, Sofat R, Casas JP, Wong I, Hemingway H, Hingorani A",
    "collections": [
      {
        "name": "CALIBER",
        "value": 21
      },
      {
        "name": "Phenotype Library",
        "value": 18
      }
    ],
    "tags": null,
    "organisation": null,
    "world_access": 1,
    "updated": "2021-10-06T16:06:40.186788Z",
    "sex": [
      {
        "name": "Both",
        "value": "3"
      }
    ],
    "type": [
      {
        "name": "Disease or syndrome",
        "value": "2"
      }
    ],
    "ontology": null,
    "phenoflowid": "https://kclhi.org/phenoflow/workflows/github.com/phenoflow/Abdominal-Hernia---155ee8a0-1787-11ef-9de4-4d4ea830ad16/blob/read-potential-cases-fhir/Abdominal-Hernia.cwl",
    "data_sources": [
      {
        "name": "CPRD GOLD",
        "value": 5,
        "uid": "a29feafa-7bdd-44e9-b977-c9d26425e67f",
        "url": "https://healthdatagateway.org/en/dataset/694",
        "datasource_id": 694
      },
      {
        "name": "HES Admitted Patient Care data for CPRD GOLD",
        "value": 9,
        "uid": "4bcf64a6-f404-4ef4-ae6e-172512ab5f43",
        "url": "https://healthdatagateway.org/en/dataset/674",
        "datasource_id": 674
      }
    ],
    "coding_system": [
      {
        "name": "ICD10 codes",
        "value": 4
      },
      {
        "name": "Read codes v2",
        "value": 5
      },
      {
        "name": "OPCS4 codes",
        "value": 7
      },
      {
        "name": "Med codes",
        "value": 8
      }
    ],
    "event_date_range": "01/01/1999 - 01/07/2016",
    "concept_information": [
      {
        "concept_id": 1198,
        "concept_version_id": 3535,
        "concept_name": "Abdominal Hernia - Primary care",
        "coding_system": {
          "id": 5,
          "name": "Read codes v2",
          "description": "Read codes v2"
        },
        "phenotype_id": "PH180",
        "phenotype_version_id": 360,
        "phenotype_name": "Abdominal Hernia",
        "code_attribute_header": [
          "Disease",
          "Medcode",
          "Category"
        ],
        "codes": [
          {
            "code": "14C3.00",
            "description": "H/O: abdominal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "5275",
              "Category": "History of Abdominal Hernia"
            }
          },
          {
            "code": "25P..12",
            "description": "O/E - hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "1559",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "25P2.00",
            "description": "O/E - reducible hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "29341",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "25P3.00",
            "description": "O/E - irreducible hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "29847",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "25P4.00",
            "description": "O/E - strangulated hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "31216",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "25P5.00",
            "description": "O/E-hernia-cough impulse shown",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "29693",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "25P6.00",
            "description": "O/E-hernia descends to scrotum",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "52808",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "7H10.00",
            "description": "Simple excision of inguinal hernial sac",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "17898",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H10y00",
            "description": "Other specified simple excision of inguinal hernial sac",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "59925",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H10z00",
            "description": "Simple excision of inguinal hernial sac NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "35236",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H11.00",
            "description": "Primary repair of inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "3742",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H11000",
            "description": "Primary repair inguinal hernia using insert natural material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "45687",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H11100",
            "description": "Prim repair inguinal hernia using insert prosthet material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "33485",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H11111",
            "description": "Primary mesh repair of inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "10139",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H11200",
            "description": "Primary repair of inguinal hernia using sutures",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "14670",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H11211",
            "description": "Bassini repair of inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "34915",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H11212",
            "description": "Ferguson repair of inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "94065",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H11213",
            "description": "McVay repair of inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "99143",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H11214",
            "description": "Shouldice repair of inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "36963",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H11300",
            "description": "Primary repair inguinal hernia & reduction of sliding hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "19219",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H11400",
            "description": "Endoscopic primary repair of inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "33743",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H11500",
            "description": "Bilateral inguinal hernia repair",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "9949",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H11600",
            "description": "Primary laparoscopic repair of inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "19397",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H11y00",
            "description": "Other specified primary repair of inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "29442",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H11y11",
            "description": "Halsted repair of inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "69455",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H11z00",
            "description": "Primary repair of inguinal hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "652",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H12.00",
            "description": "Repair of recurrent inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "3200",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H12000",
            "description": "Repair recurr inguinal hernia using insert natural material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "64977",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H12100",
            "description": "Repair recurr inguinal hernia using insert prosthet material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "41524",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H12.11",
            "description": "Herniorrhaphy for recurrent inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "28558",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H12200",
            "description": "Repair of recurrent inguinal hernia using sutures",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "24982",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H12300",
            "description": "Removal prosthet material fr previous repair inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "62486",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H12y00",
            "description": "Other specified repair of recurrent inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "42716",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H12z00",
            "description": "Repair of recurrent inguinal hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "3367",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H13.00",
            "description": "Primary repair of femoral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "5870",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H13000",
            "description": "Primary repair femoral hernia using insert natural material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "57942",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H13100",
            "description": "Primary repair femoral hernia using insert prosthet material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "56522",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H13.11",
            "description": "Femoral hernia repair NEC",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "10301",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H13200",
            "description": "Primary repair of femoral hernia using sutures",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "56506",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H13211",
            "description": "Cheadle repair of femoral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "53447",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H13212",
            "description": "Henry repair of femoral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "68086",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H13213",
            "description": "Lockwood repair of femoral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "53794",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H13214",
            "description": "Lotheissen repair of femoral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "59850",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H13215",
            "description": "McEvedy repair of femoral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "68045",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H13300",
            "description": "Endoscopic primary repair of femoral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "56519",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H13y00",
            "description": "Other specified primary repair of femoral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "34987",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H13z00",
            "description": "Primary repair of femoral hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "268",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H14.00",
            "description": "Repair of recurrent femoral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "28944",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H14100",
            "description": "Repair recurr femoral hernia using insert prosthet material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "94896",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H14.11",
            "description": "Herniorrhaphy for recurrent femoral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "42741",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H14200",
            "description": "Repair of recurrent femoral hernia using sutures",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "71835",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H14300",
            "description": "Removal prosthet material fr previous repair femoral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "67276",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H14y00",
            "description": "Other specified repair of recurrent femoral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "70402",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H14z00",
            "description": "Repair of recurrent femoral hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "15680",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H15.00",
            "description": "Repair of umbilical hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "611",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H15000",
            "description": "Repair of umbilical hernia using insert of natural material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "45678",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H15100",
            "description": "Repair umbilical hernia using insert of prosthetic material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "33696",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H15200",
            "description": "Repair of umbilical hernia using sutures",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "31396",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H15300",
            "description": "Remov prosthet material fr previous repair umbilical hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "67309",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H15y00",
            "description": "Other specified repair of umbilical hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "40679",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H15z00",
            "description": "Repair of umbilical hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "15050",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H16.00",
            "description": "Primary repair of incisional hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "7679",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H16000",
            "description": "Prim repair incisional hernia using insert natural material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "72057",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H16100",
            "description": "Prim repair incisional hernia using insert prosthet material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "41509",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H16111",
            "description": "Primary mesh repair of incisional hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "11206",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H16200",
            "description": "Primary repair of incisional hernia using sutures",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "41790",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H16y00",
            "description": "Other specified primary repair of incisional hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "42143",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H16z00",
            "description": "Primary repair of incisional hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "3534",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H17.00",
            "description": "Repair of recurrent incisional hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "21284",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H17000",
            "description": "Repair recurr incision hernia using insert natural material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "94802",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H17100",
            "description": "Repair recurr incision hernia using insert prosthet material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "60614",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H17.11",
            "description": "Herniorrhaphy for recurrent incisional hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "38101",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H17200",
            "description": "Repair of recurrent incisional hernia using sutures",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "95704",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H17300",
            "description": "Removal prosthetic material fr prev repair incisional hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "48823",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H17y00",
            "description": "Other specified repair of recurrent incisional hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "63506",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H17z00",
            "description": "Repair of recurrent incisional hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "48101",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H18.00",
            "description": "Repair of other hernia of abdominal wall",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "12842",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H18000",
            "description": "Repair of ventral hernia using insert of natural material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "52472",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H18100",
            "description": "Repair of ventral hernia using insert of prosthetic material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "44246",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H18.11",
            "description": "Repair of other ventral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "17191",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H18200",
            "description": "Repair of ventral hernia using sutures",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "24628",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H18300",
            "description": "Removal prosthet material fr previous repair ventral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "101576",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H18400",
            "description": "Repair of epigastric hernia, unspecified",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "12246",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H18y00",
            "description": "Other specified repair of other hernia of abdominal wall",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "37796",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H18z00",
            "description": "Repair of other hernia of abdominal wall NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "244",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H1C.00",
            "description": "Primary repair of umbilical hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "47125",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H1C000",
            "description": "Primary rep umbilical hernia using insert natural material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "96040",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H1C100",
            "description": "Prim rep umbilical hernia using insert prosthetic material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "94016",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H1C200",
            "description": "Primary repair of umbilical hernia using sutures",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "70611",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H1C300",
            "description": "Remov prosthet material fr previous repair umbilical hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "90489",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H1Cy00",
            "description": "Other specified primary repair of umbilical hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "64067",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H1Cz00",
            "description": "Primary repair of umbilical hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "50547",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H1D.00",
            "description": "Repair of recurrent umbilical hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "45772",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H1D100",
            "description": "Repair recurrent umbilical hernia us insert prosthetic mater",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "93769",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H1D200",
            "description": "Repair of recurrent umbilical hernia using sutures",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "91771",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H1Dy00",
            "description": "Other specified repair of recurrent umbilical hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "96844",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H1Dz00",
            "description": "Repair of recurrent umbilical hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "90490",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H1E.00",
            "description": "Repair of recurrent other hernia of abdominal wall",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "102649",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H1E000",
            "description": "Repair recur ventral hernia using insert natural material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "103310",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H1E100",
            "description": "Repair recurrent ventral hernia insert prosthetic material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "102624",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H1E200",
            "description": "Repair of recurrent ventral hernia using sutures",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "103974",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H1Ey00",
            "description": "Other specified repair recurrent other hernia abdominal wall",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "108628",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "7H1Ez00",
            "description": "Repair of recurrent other hernia of abdominal wall NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "105998",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "82B2.00",
            "description": "Manual reduction of hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "9557",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3...00",
            "description": "Hernia of abdominal cavity",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "1071",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J30..00",
            "description": "Inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "408",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J300.00",
            "description": "Inguinal hernia with gangrene",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "64521",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J300000",
            "description": "Unilateral inguinal hernia with gangrene",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "63166",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J300300",
            "description": "Bilateral recurrent inguinal hernia with gangrene",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "97892",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J300z00",
            "description": "Inguinal hernia with gangrene NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "2230",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J301.00",
            "description": "Inguinal hernia with obstruction",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "34784",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J301000",
            "description": "Unilateral inguinal hernia with obstruction",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "27607",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J30..11",
            "description": "Bubonocele",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "40757",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J301100",
            "description": "Unilateral recurrent inguinal hernia with obstruction",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "29088",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J30..12",
            "description": "Direct inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "8042",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J301200",
            "description": "Bilateral inguinal hernia with obstruction",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "63481",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J30..13",
            "description": "Indirect inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "10926",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J30..14",
            "description": "Scrotal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "3261",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J301z00",
            "description": "Inguinal hernia with obstruction NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "15681",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J302.00",
            "description": "Inguinal hernia - irreducible",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "16913",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J302000",
            "description": "Unilateral inguinal hernia - irreducible",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "27684",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J302100",
            "description": "Unilateral recurrent inguinal hernia - irreducible",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "53662",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J302200",
            "description": "Bilateral inguinal hernia - irreducible",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "62839",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J302300",
            "description": "Bilateral recurrent inguinal hernia - irreducible",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "70896",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J302z00",
            "description": "Inguinal hernia - irreducible and NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "44672",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J303.00",
            "description": "Simple inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "35442",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J303000",
            "description": "Unilateral inguinal hernia - simple",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "7921",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J303011",
            "description": "Left inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "2863",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J303012",
            "description": "Right inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "1406",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J303100",
            "description": "Unilateral recurrent inguinal hernia - simple",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "22315",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J303200",
            "description": "Bilateral inguinal hernia - simple",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "21516",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J303300",
            "description": "Bilateral recurrent inguinal hernia - simple",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "25257",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J303z00",
            "description": "Simple inguinal hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "33531",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J304.00",
            "description": "Direct inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "9405",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J305.00",
            "description": "Indirect inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "27850",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J30y.00",
            "description": "Inguinal hernia unspecified",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "23543",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J30y000",
            "description": "Unilateral inguinal hernia unspecified",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "5653",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J30y100",
            "description": "Unilateral recurrent inguinal hernia unspecified",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "5531",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J30y200",
            "description": "Bilateral inguinal hernia unspecified",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "3651",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J30y300",
            "description": "Bilateral recurrent inguinal hernia unspecified",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "48277",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J30yz00",
            "description": "Unspecified inguinal hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "54857",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J30z.00",
            "description": "Inguinal hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "20603",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J31..00",
            "description": "Femoral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "800",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J310.00",
            "description": "Femoral hernia with gangrene",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "70641",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J310000",
            "description": "Unilateral femoral hernia with gangrene",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "69934",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J310z00",
            "description": "Femoral hernia with gangrene NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "99212",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J311.00",
            "description": "Femoral hernia with obstruction",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "20056",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J311000",
            "description": "Unilateral femoral hernia with obstruction",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "43120",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J311z00",
            "description": "Femoral hernia with obstruction NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "51611",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J312.00",
            "description": "Femoral hernia - irreducible",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "35259",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J312000",
            "description": "Unilateral femoral hernia - irreducible",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "53645",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J312100",
            "description": "Unilateral recurrent femoral hernia - irreducible",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "60858",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J312z00",
            "description": "Femoral hernia - irreducible and NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "50775",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J313.00",
            "description": "Simple femoral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "64171",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J313000",
            "description": "Unilateral femoral hernia - simple",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "44603",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J313100",
            "description": "Unilateral recurrent femoral hernia - simple",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "97718",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J313200",
            "description": "Bilateral femoral hernia - simple",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "71971",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J313z00",
            "description": "Simple femoral hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "68494",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J31y.00",
            "description": "Unspecified femoral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "66751",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J31y000",
            "description": "Unilateral femoral hernia - unspecified",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "63168",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J31y100",
            "description": "Unilateral recurrent femoral hernia - unspecified",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "64119",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J31y200",
            "description": "Bilateral femoral hernia - unspecified",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "64823",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J31yz00",
            "description": "Unspecified femoral hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "70984",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J31z.00",
            "description": "Femoral hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "61539",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J32..00",
            "description": "Umbilical hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "1225",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J320100",
            "description": "Paraumbilical hernia with gangrene",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "102024",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J320z00",
            "description": "Umbilical hernia with gangrene NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "105280",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J321.00",
            "description": "Umbilical hernia with obstruction",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "28060",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J321100",
            "description": "Paraumbilical hernia with obstruction",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "41671",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J32..12",
            "description": "Paraumbilical hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "3901",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J321z00",
            "description": "Umbilical hernia with obstruction NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "50434",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J322.00",
            "description": "Umbilical hernia - irreducible",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "28117",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J322100",
            "description": "Paraumbilical hernia - irreducible",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "41808",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J322z00",
            "description": "Umbilical hernia - irreducible and NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "65112",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J323.00",
            "description": "Simple umbilical hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "27524",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J323100",
            "description": "Simple paraumbilical hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "23925",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J323z00",
            "description": "Simple umbilical hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "45085",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J32y.00",
            "description": "Unspecified umbilical hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "48246",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J32y100",
            "description": "Unspecified paraumbilical hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "3953",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J32yz00",
            "description": "Unspecified umbilical hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "53966",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J32z.00",
            "description": "Umbilical hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "7445",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J33..00",
            "description": "Ventral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "3952",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J330.00",
            "description": "Ventral hernia with gangrene",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "93234",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J330100",
            "description": "Incisional hernia with gangrene",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "65147",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J330200",
            "description": "Epigastric hernia with gangrene",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "71798",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J330z00",
            "description": "Ventral hernia with gangrene NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "100575",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J331.00",
            "description": "Ventral hernia with obstruction",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "56174",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J33..11",
            "description": "Epigastric hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "6537",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J331100",
            "description": "Incisional hernia with obstruction",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "30056",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J33..12",
            "description": "Incisional hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "3174",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J331200",
            "description": "Epigastric hernia with obstruction",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "37837",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J331z00",
            "description": "Ventral hernia with obstruction NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "41837",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J332.00",
            "description": "Ventral hernia - irreducible",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "41798",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J332000",
            "description": "Ventral hernia unspecified - irreducible",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "31694",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J332100",
            "description": "Incisional hernia - irreducible",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "52713",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J332200",
            "description": "Epigastric hernia - irreducible",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "57046",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J332z00",
            "description": "Ventral hernia - irreducible NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "36265",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J333.00",
            "description": "Simple ventral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "21569",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J333000",
            "description": "Simple ventral hernia unspecified",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "45432",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J333100",
            "description": "Simple incisional hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "44501",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J333200",
            "description": "Simple epigastric hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "25413",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J333211",
            "description": "Epigastric hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "1484",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J333z00",
            "description": "Simple ventral hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "54363",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J33z.00",
            "description": "Ventral hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "45461",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J33z000",
            "description": "Unspecified ventral hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "45371",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J33z100",
            "description": "Incisional hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "41557",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J33z200",
            "description": "Epigastric hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "33753",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J35..00",
            "description": "Gluteal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "65383",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J36..00",
            "description": "Ischiorectal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "15608",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J37..00",
            "description": "Lumbar hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "10544",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J373.00",
            "description": "Simple lumbar hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "57074",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J37y.00",
            "description": "Unspecified lumbar hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "64956",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J37z.00",
            "description": "Lumbar hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "67143",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J38..00",
            "description": "Obturator hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "26890",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J381.00",
            "description": "Obturator hernia with obstruction",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "104452",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J383.00",
            "description": "Simple obturator hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "108492",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J38z.00",
            "description": "Obturator hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "51564",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3A..00",
            "description": "Sciatic hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "27469",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3B..00",
            "description": "Retroperitoneal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "44415",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3B3.00",
            "description": "Simple retroperitoneal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "58874",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3C..00",
            "description": "Spigelian hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "8872",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3C0.00",
            "description": "Spigelian hernia with gangrene",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "108531",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3C1.00",
            "description": "Spigelian hernia with obstruction",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "61003",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3C2.00",
            "description": "Spigelian hernia - irreducible",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "95806",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3C3.00",
            "description": "Simple Spigelian hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "41624",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3Cy.00",
            "description": "Unspecified Spigelian hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "102732",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3Cz.00",
            "description": "Spigelian hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "57593",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3D..00",
            "description": "Perineal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "107386",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3y..00",
            "description": "Other specified hernias of abdominal cavity",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "36482",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3y0.00",
            "description": "Other specified abdominal cavity hernia with gangrene",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "65608",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3y1.00",
            "description": "Other specified abdominal cavity hernia with obstruction",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "43118",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3y2.00",
            "description": "Other specified abdominal cavity hernia - irreducible",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "52623",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3y3.00",
            "description": "Other specified abdominal cavity hernia - simple",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "39795",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3yy.00",
            "description": "Other specified abdominal cavity hernia, unspecified",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "48103",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3yz.00",
            "description": "Other specified abdominal cavity hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "15595",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3yz.11",
            "description": "Richter's hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "20259",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3z..00",
            "description": "Abdominal cavity hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "15486",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3z0.00",
            "description": "Unspecified abdominal cavity hernia with gangrene",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "2987",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3z1.00",
            "description": "Unspecified abdominal cavity hernia with obstruction",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "20280",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3z2.00",
            "description": "Unspecified abdominal cavity hernia - irreducible",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "4249",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3z3.00",
            "description": "Unspecified abdominal cavity hernia - simple",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "50684",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "J3zz.00",
            "description": "Unspecified abdominal cavity hernia NOS",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "722",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "Jyu3.00",
            "description": "[X]Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "53733",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "Jyu3000",
            "description": "[X]Other specified abdominal hernia+obstruction,w'o gangrene",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "97851",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "Jyu3200",
            "description": "[X]Oth spcfd abdominal hernia without obstructn or gangrene",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "53798",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "PG8..00",
            "description": "Congenital inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Medcode": "93540",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          }
        ]
      },
      {
        "concept_id": 1199,
        "concept_version_id": 3537,
        "concept_name": "Abdominal Hernia - Primary care",
        "coding_system": {
          "id": 8,
          "name": "Med codes",
          "description": "Med codes"
        },
        "phenotype_id": "PH180",
        "phenotype_version_id": 360,
        "phenotype_name": "Abdominal Hernia",
        "code_attribute_header": [
          "Disease",
          "ReadcodeDescr",
          "Readcode"
        ],
        "codes": [
          {
            "code": "100575",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Ventral hernia with gangrene NOS",
              "Readcode": "J330z00"
            }
          },
          {
            "code": "10139",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Primary mesh repair of inguinal hernia",
              "Readcode": "7H11111"
            }
          },
          {
            "code": "101576",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Removal prosthet material fr previous repair ventral hernia",
              "Readcode": "7H18300"
            }
          },
          {
            "code": "102024",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Paraumbilical hernia with gangrene",
              "Readcode": "J320100"
            }
          },
          {
            "code": "102624",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair recurrent ventral hernia insert prosthetic material",
              "Readcode": "7H1E100"
            }
          },
          {
            "code": "102649",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of recurrent other hernia of abdominal wall",
              "Readcode": "7H1E.00"
            }
          },
          {
            "code": "102732",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unspecified Spigelian hernia",
              "Readcode": "J3Cy.00"
            }
          },
          {
            "code": "10301",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Femoral hernia repair NEC",
              "Readcode": "7H13.11"
            }
          },
          {
            "code": "103310",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair recur ventral hernia using insert natural material",
              "Readcode": "7H1E000"
            }
          },
          {
            "code": "103974",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of recurrent ventral hernia using sutures",
              "Readcode": "7H1E200"
            }
          },
          {
            "code": "104452",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Obturator hernia with obstruction",
              "Readcode": "J381.00"
            }
          },
          {
            "code": "105280",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Umbilical hernia with gangrene NOS",
              "Readcode": "J320z00"
            }
          },
          {
            "code": "10544",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Lumbar hernia",
              "Readcode": "J37..00"
            }
          },
          {
            "code": "105998",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of recurrent other hernia of abdominal wall NOS",
              "Readcode": "7H1Ez00"
            }
          },
          {
            "code": "1071",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Hernia of abdominal cavity",
              "Readcode": "J3...00"
            }
          },
          {
            "code": "107386",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Perineal hernia",
              "Readcode": "J3D..00"
            }
          },
          {
            "code": "108492",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Simple obturator hernia",
              "Readcode": "J383.00"
            }
          },
          {
            "code": "108531",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Spigelian hernia with gangrene",
              "Readcode": "J3C0.00"
            }
          },
          {
            "code": "108628",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Other specified repair recurrent other hernia abdominal wall",
              "Readcode": "7H1Ey00"
            }
          },
          {
            "code": "10926",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Indirect inguinal hernia",
              "Readcode": "J30..13"
            }
          },
          {
            "code": "11206",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Primary mesh repair of incisional hernia",
              "Readcode": "7H16111"
            }
          },
          {
            "code": "12246",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of epigastric hernia, unspecified",
              "Readcode": "7H18400"
            }
          },
          {
            "code": "1225",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Umbilical hernia",
              "Readcode": "J32..00"
            }
          },
          {
            "code": "12842",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of other hernia of abdominal wall",
              "Readcode": "7H18.00"
            }
          },
          {
            "code": "1406",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Right inguinal hernia",
              "Readcode": "J303012"
            }
          },
          {
            "code": "14670",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Primary repair of inguinal hernia using sutures",
              "Readcode": "7H11200"
            }
          },
          {
            "code": "1484",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Epigastric hernia",
              "Readcode": "J333211"
            }
          },
          {
            "code": "15050",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of umbilical hernia NOS",
              "Readcode": "7H15z00"
            }
          },
          {
            "code": "15486",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Abdominal cavity hernia NOS",
              "Readcode": "J3z..00"
            }
          },
          {
            "code": "1559",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "O/E - hernia",
              "Readcode": "25P..12"
            }
          },
          {
            "code": "15595",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Other specified abdominal cavity hernia NOS",
              "Readcode": "J3yz.00"
            }
          },
          {
            "code": "15608",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Ischiorectal hernia",
              "Readcode": "J36..00"
            }
          },
          {
            "code": "15680",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of recurrent femoral hernia NOS",
              "Readcode": "7H14z00"
            }
          },
          {
            "code": "15681",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Inguinal hernia with obstruction NOS",
              "Readcode": "J301z00"
            }
          },
          {
            "code": "16913",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Inguinal hernia - irreducible",
              "Readcode": "J302.00"
            }
          },
          {
            "code": "17191",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of other ventral hernia",
              "Readcode": "7H18.11"
            }
          },
          {
            "code": "17898",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Simple excision of inguinal hernial sac",
              "Readcode": "7H10.00"
            }
          },
          {
            "code": "19219",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Primary repair inguinal hernia & reduction of sliding hernia",
              "Readcode": "7H11300"
            }
          },
          {
            "code": "19397",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Primary laparoscopic repair of inguinal hernia",
              "Readcode": "7H11600"
            }
          },
          {
            "code": "20056",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Femoral hernia with obstruction",
              "Readcode": "J311.00"
            }
          },
          {
            "code": "20259",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Richter's hernia",
              "Readcode": "J3yz.11"
            }
          },
          {
            "code": "20280",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unspecified abdominal cavity hernia with obstruction",
              "Readcode": "J3z1.00"
            }
          },
          {
            "code": "20603",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Inguinal hernia NOS",
              "Readcode": "J30z.00"
            }
          },
          {
            "code": "21284",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of recurrent incisional hernia",
              "Readcode": "7H17.00"
            }
          },
          {
            "code": "21516",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Bilateral inguinal hernia - simple",
              "Readcode": "J303200"
            }
          },
          {
            "code": "21569",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Simple ventral hernia",
              "Readcode": "J333.00"
            }
          },
          {
            "code": "2230",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Inguinal hernia with gangrene NOS",
              "Readcode": "J300z00"
            }
          },
          {
            "code": "22315",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unilateral recurrent inguinal hernia - simple",
              "Readcode": "J303100"
            }
          },
          {
            "code": "23543",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Inguinal hernia unspecified",
              "Readcode": "J30y.00"
            }
          },
          {
            "code": "23925",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Simple paraumbilical hernia",
              "Readcode": "J323100"
            }
          },
          {
            "code": "244",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of other hernia of abdominal wall NOS",
              "Readcode": "7H18z00"
            }
          },
          {
            "code": "24628",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of ventral hernia using sutures",
              "Readcode": "7H18200"
            }
          },
          {
            "code": "24982",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of recurrent inguinal hernia using sutures",
              "Readcode": "7H12200"
            }
          },
          {
            "code": "25257",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Bilateral recurrent inguinal hernia - simple",
              "Readcode": "J303300"
            }
          },
          {
            "code": "25413",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Simple epigastric hernia",
              "Readcode": "J333200"
            }
          },
          {
            "code": "268",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Primary repair of femoral hernia NOS",
              "Readcode": "7H13z00"
            }
          },
          {
            "code": "26890",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Obturator hernia",
              "Readcode": "J38..00"
            }
          },
          {
            "code": "27469",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Sciatic hernia",
              "Readcode": "J3A..00"
            }
          },
          {
            "code": "27524",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Simple umbilical hernia",
              "Readcode": "J323.00"
            }
          },
          {
            "code": "27607",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unilateral inguinal hernia with obstruction",
              "Readcode": "J301000"
            }
          },
          {
            "code": "27684",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unilateral inguinal hernia - irreducible",
              "Readcode": "J302000"
            }
          },
          {
            "code": "27850",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Indirect inguinal hernia",
              "Readcode": "J305.00"
            }
          },
          {
            "code": "28060",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Umbilical hernia with obstruction",
              "Readcode": "J321.00"
            }
          },
          {
            "code": "28117",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Umbilical hernia - irreducible",
              "Readcode": "J322.00"
            }
          },
          {
            "code": "28558",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Herniorrhaphy for recurrent inguinal hernia",
              "Readcode": "7H12.11"
            }
          },
          {
            "code": "2863",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Left inguinal hernia",
              "Readcode": "J303011"
            }
          },
          {
            "code": "28944",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of recurrent femoral hernia",
              "Readcode": "7H14.00"
            }
          },
          {
            "code": "29088",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unilateral recurrent inguinal hernia with obstruction",
              "Readcode": "J301100"
            }
          },
          {
            "code": "29341",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "O/E - reducible hernia",
              "Readcode": "25P2.00"
            }
          },
          {
            "code": "29442",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Other specified primary repair of inguinal hernia",
              "Readcode": "7H11y00"
            }
          },
          {
            "code": "29693",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "O/E-hernia-cough impulse shown",
              "Readcode": "25P5.00"
            }
          },
          {
            "code": "29847",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "O/E - irreducible hernia",
              "Readcode": "25P3.00"
            }
          },
          {
            "code": "2987",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unspecified abdominal cavity hernia with gangrene",
              "Readcode": "J3z0.00"
            }
          },
          {
            "code": "30056",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Incisional hernia with obstruction",
              "Readcode": "J331100"
            }
          },
          {
            "code": "31216",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "O/E - strangulated hernia",
              "Readcode": "25P4.00"
            }
          },
          {
            "code": "31396",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of umbilical hernia using sutures",
              "Readcode": "7H15200"
            }
          },
          {
            "code": "31694",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Ventral hernia unspecified - irreducible",
              "Readcode": "J332000"
            }
          },
          {
            "code": "3174",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Incisional hernia",
              "Readcode": "J33..12"
            }
          },
          {
            "code": "3200",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of recurrent inguinal hernia",
              "Readcode": "7H12.00"
            }
          },
          {
            "code": "3261",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Scrotal hernia",
              "Readcode": "J30..14"
            }
          },
          {
            "code": "33485",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Prim repair inguinal hernia using insert prosthet material",
              "Readcode": "7H11100"
            }
          },
          {
            "code": "33531",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Simple inguinal hernia NOS",
              "Readcode": "J303z00"
            }
          },
          {
            "code": "3367",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of recurrent inguinal hernia NOS",
              "Readcode": "7H12z00"
            }
          },
          {
            "code": "33696",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair umbilical hernia using insert of prosthetic material",
              "Readcode": "7H15100"
            }
          },
          {
            "code": "33743",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Endoscopic primary repair of inguinal hernia",
              "Readcode": "7H11400"
            }
          },
          {
            "code": "33753",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Epigastric hernia NOS",
              "Readcode": "J33z200"
            }
          },
          {
            "code": "34784",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Inguinal hernia with obstruction",
              "Readcode": "J301.00"
            }
          },
          {
            "code": "34915",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Bassini repair of inguinal hernia",
              "Readcode": "7H11211"
            }
          },
          {
            "code": "34987",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Other specified primary repair of femoral hernia",
              "Readcode": "7H13y00"
            }
          },
          {
            "code": "35236",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Simple excision of inguinal hernial sac NOS",
              "Readcode": "7H10z00"
            }
          },
          {
            "code": "35259",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Femoral hernia - irreducible",
              "Readcode": "J312.00"
            }
          },
          {
            "code": "3534",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Primary repair of incisional hernia NOS",
              "Readcode": "7H16z00"
            }
          },
          {
            "code": "35442",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Simple inguinal hernia",
              "Readcode": "J303.00"
            }
          },
          {
            "code": "36265",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Ventral hernia - irreducible NOS",
              "Readcode": "J332z00"
            }
          },
          {
            "code": "36482",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Other specified hernias of abdominal cavity",
              "Readcode": "J3y..00"
            }
          },
          {
            "code": "3651",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Bilateral inguinal hernia unspecified",
              "Readcode": "J30y200"
            }
          },
          {
            "code": "36963",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Shouldice repair of inguinal hernia",
              "Readcode": "7H11214"
            }
          },
          {
            "code": "3742",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Primary repair of inguinal hernia",
              "Readcode": "7H11.00"
            }
          },
          {
            "code": "37796",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Other specified repair of other hernia of abdominal wall",
              "Readcode": "7H18y00"
            }
          },
          {
            "code": "37837",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Epigastric hernia with obstruction",
              "Readcode": "J331200"
            }
          },
          {
            "code": "38101",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Herniorrhaphy for recurrent incisional hernia",
              "Readcode": "7H17.11"
            }
          },
          {
            "code": "3901",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Paraumbilical hernia",
              "Readcode": "J32..12"
            }
          },
          {
            "code": "3952",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Ventral hernia",
              "Readcode": "J33..00"
            }
          },
          {
            "code": "3953",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unspecified paraumbilical hernia",
              "Readcode": "J32y100"
            }
          },
          {
            "code": "39795",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Other specified abdominal cavity hernia - simple",
              "Readcode": "J3y3.00"
            }
          },
          {
            "code": "40679",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Other specified repair of umbilical hernia",
              "Readcode": "7H15y00"
            }
          },
          {
            "code": "40757",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Bubonocele",
              "Readcode": "J30..11"
            }
          },
          {
            "code": "408",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Inguinal hernia",
              "Readcode": "J30..00"
            }
          },
          {
            "code": "41509",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Prim repair incisional hernia using insert prosthet material",
              "Readcode": "7H16100"
            }
          },
          {
            "code": "41524",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair recurr inguinal hernia using insert prosthet material",
              "Readcode": "7H12100"
            }
          },
          {
            "code": "41557",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Incisional hernia NOS",
              "Readcode": "J33z100"
            }
          },
          {
            "code": "41624",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Simple Spigelian hernia",
              "Readcode": "J3C3.00"
            }
          },
          {
            "code": "41671",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Paraumbilical hernia with obstruction",
              "Readcode": "J321100"
            }
          },
          {
            "code": "41790",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Primary repair of incisional hernia using sutures",
              "Readcode": "7H16200"
            }
          },
          {
            "code": "41798",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Ventral hernia - irreducible",
              "Readcode": "J332.00"
            }
          },
          {
            "code": "41808",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Paraumbilical hernia - irreducible",
              "Readcode": "J322100"
            }
          },
          {
            "code": "41837",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Ventral hernia with obstruction NOS",
              "Readcode": "J331z00"
            }
          },
          {
            "code": "42143",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Other specified primary repair of incisional hernia",
              "Readcode": "7H16y00"
            }
          },
          {
            "code": "4249",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unspecified abdominal cavity hernia - irreducible",
              "Readcode": "J3z2.00"
            }
          },
          {
            "code": "42716",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Other specified repair of recurrent inguinal hernia",
              "Readcode": "7H12y00"
            }
          },
          {
            "code": "42741",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Herniorrhaphy for recurrent femoral hernia",
              "Readcode": "7H14.11"
            }
          },
          {
            "code": "43118",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Other specified abdominal cavity hernia with obstruction",
              "Readcode": "J3y1.00"
            }
          },
          {
            "code": "43120",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unilateral femoral hernia with obstruction",
              "Readcode": "J311000"
            }
          },
          {
            "code": "44246",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of ventral hernia using insert of prosthetic material",
              "Readcode": "7H18100"
            }
          },
          {
            "code": "44415",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Retroperitoneal hernia",
              "Readcode": "J3B..00"
            }
          },
          {
            "code": "44501",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Simple incisional hernia",
              "Readcode": "J333100"
            }
          },
          {
            "code": "44603",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unilateral femoral hernia - simple",
              "Readcode": "J313000"
            }
          },
          {
            "code": "44672",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Inguinal hernia - irreducible and NOS",
              "Readcode": "J302z00"
            }
          },
          {
            "code": "45085",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Simple umbilical hernia NOS",
              "Readcode": "J323z00"
            }
          },
          {
            "code": "45371",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unspecified ventral hernia NOS",
              "Readcode": "J33z000"
            }
          },
          {
            "code": "45432",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Simple ventral hernia unspecified",
              "Readcode": "J333000"
            }
          },
          {
            "code": "45461",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Ventral hernia NOS",
              "Readcode": "J33z.00"
            }
          },
          {
            "code": "45678",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of umbilical hernia using insert of natural material",
              "Readcode": "7H15000"
            }
          },
          {
            "code": "45687",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Primary repair inguinal hernia using insert natural material",
              "Readcode": "7H11000"
            }
          },
          {
            "code": "45772",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of recurrent umbilical hernia",
              "Readcode": "7H1D.00"
            }
          },
          {
            "code": "47125",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Primary repair of umbilical hernia",
              "Readcode": "7H1C.00"
            }
          },
          {
            "code": "48101",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of recurrent incisional hernia NOS",
              "Readcode": "7H17z00"
            }
          },
          {
            "code": "48103",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Other specified abdominal cavity hernia, unspecified",
              "Readcode": "J3yy.00"
            }
          },
          {
            "code": "48246",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unspecified umbilical hernia",
              "Readcode": "J32y.00"
            }
          },
          {
            "code": "48277",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Bilateral recurrent inguinal hernia unspecified",
              "Readcode": "J30y300"
            }
          },
          {
            "code": "48823",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Removal prosthetic material fr prev repair incisional hernia",
              "Readcode": "7H17300"
            }
          },
          {
            "code": "50434",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Umbilical hernia with obstruction NOS",
              "Readcode": "J321z00"
            }
          },
          {
            "code": "50547",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Primary repair of umbilical hernia NOS",
              "Readcode": "7H1Cz00"
            }
          },
          {
            "code": "50684",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unspecified abdominal cavity hernia - simple",
              "Readcode": "J3z3.00"
            }
          },
          {
            "code": "50775",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Femoral hernia - irreducible and NOS",
              "Readcode": "J312z00"
            }
          },
          {
            "code": "51564",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Obturator hernia NOS",
              "Readcode": "J38z.00"
            }
          },
          {
            "code": "51611",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Femoral hernia with obstruction NOS",
              "Readcode": "J311z00"
            }
          },
          {
            "code": "52472",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of ventral hernia using insert of natural material",
              "Readcode": "7H18000"
            }
          },
          {
            "code": "52623",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Other specified abdominal cavity hernia - irreducible",
              "Readcode": "J3y2.00"
            }
          },
          {
            "code": "52713",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Incisional hernia - irreducible",
              "Readcode": "J332100"
            }
          },
          {
            "code": "5275",
            "description": "History of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "H/O: abdominal hernia",
              "Readcode": "14C3.00"
            }
          },
          {
            "code": "52808",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "O/E-hernia descends to scrotum",
              "Readcode": "25P6.00"
            }
          },
          {
            "code": "53447",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Cheadle repair of femoral hernia",
              "Readcode": "7H13211"
            }
          },
          {
            "code": "53645",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unilateral femoral hernia - irreducible",
              "Readcode": "J312000"
            }
          },
          {
            "code": "53662",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unilateral recurrent inguinal hernia - irreducible",
              "Readcode": "J302100"
            }
          },
          {
            "code": "53733",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "[X]Hernia",
              "Readcode": "Jyu3.00"
            }
          },
          {
            "code": "53794",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Lockwood repair of femoral hernia",
              "Readcode": "7H13213"
            }
          },
          {
            "code": "53798",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "[X]Oth spcfd abdominal hernia without obstructn or gangrene",
              "Readcode": "Jyu3200"
            }
          },
          {
            "code": "53966",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unspecified umbilical hernia NOS",
              "Readcode": "J32yz00"
            }
          },
          {
            "code": "54363",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Simple ventral hernia NOS",
              "Readcode": "J333z00"
            }
          },
          {
            "code": "54857",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unspecified inguinal hernia NOS",
              "Readcode": "J30yz00"
            }
          },
          {
            "code": "5531",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unilateral recurrent inguinal hernia unspecified",
              "Readcode": "J30y100"
            }
          },
          {
            "code": "56174",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Ventral hernia with obstruction",
              "Readcode": "J331.00"
            }
          },
          {
            "code": "56506",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Primary repair of femoral hernia using sutures",
              "Readcode": "7H13200"
            }
          },
          {
            "code": "56519",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Endoscopic primary repair of femoral hernia",
              "Readcode": "7H13300"
            }
          },
          {
            "code": "56522",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Primary repair femoral hernia using insert prosthet material",
              "Readcode": "7H13100"
            }
          },
          {
            "code": "5653",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unilateral inguinal hernia unspecified",
              "Readcode": "J30y000"
            }
          },
          {
            "code": "57046",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Epigastric hernia - irreducible",
              "Readcode": "J332200"
            }
          },
          {
            "code": "57074",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Simple lumbar hernia",
              "Readcode": "J373.00"
            }
          },
          {
            "code": "57593",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Spigelian hernia NOS",
              "Readcode": "J3Cz.00"
            }
          },
          {
            "code": "57942",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Primary repair femoral hernia using insert natural material",
              "Readcode": "7H13000"
            }
          },
          {
            "code": "5870",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Primary repair of femoral hernia",
              "Readcode": "7H13.00"
            }
          },
          {
            "code": "58874",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Simple retroperitoneal hernia",
              "Readcode": "J3B3.00"
            }
          },
          {
            "code": "59850",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Lotheissen repair of femoral hernia",
              "Readcode": "7H13214"
            }
          },
          {
            "code": "59925",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Other specified simple excision of inguinal hernial sac",
              "Readcode": "7H10y00"
            }
          },
          {
            "code": "60614",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair recurr incision hernia using insert prosthet material",
              "Readcode": "7H17100"
            }
          },
          {
            "code": "60858",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unilateral recurrent femoral hernia - irreducible",
              "Readcode": "J312100"
            }
          },
          {
            "code": "61003",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Spigelian hernia with obstruction",
              "Readcode": "J3C1.00"
            }
          },
          {
            "code": "611",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of umbilical hernia",
              "Readcode": "7H15.00"
            }
          },
          {
            "code": "61539",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Femoral hernia NOS",
              "Readcode": "J31z.00"
            }
          },
          {
            "code": "62486",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Removal prosthet material fr previous repair inguinal hernia",
              "Readcode": "7H12300"
            }
          },
          {
            "code": "62839",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Bilateral inguinal hernia - irreducible",
              "Readcode": "J302200"
            }
          },
          {
            "code": "63166",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unilateral inguinal hernia with gangrene",
              "Readcode": "J300000"
            }
          },
          {
            "code": "63168",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unilateral femoral hernia - unspecified",
              "Readcode": "J31y000"
            }
          },
          {
            "code": "63481",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Bilateral inguinal hernia with obstruction",
              "Readcode": "J301200"
            }
          },
          {
            "code": "63506",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Other specified repair of recurrent incisional hernia",
              "Readcode": "7H17y00"
            }
          },
          {
            "code": "64067",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Other specified primary repair of umbilical hernia",
              "Readcode": "7H1Cy00"
            }
          },
          {
            "code": "64119",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unilateral recurrent femoral hernia - unspecified",
              "Readcode": "J31y100"
            }
          },
          {
            "code": "64171",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Simple femoral hernia",
              "Readcode": "J313.00"
            }
          },
          {
            "code": "64521",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Inguinal hernia with gangrene",
              "Readcode": "J300.00"
            }
          },
          {
            "code": "64823",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Bilateral femoral hernia - unspecified",
              "Readcode": "J31y200"
            }
          },
          {
            "code": "64956",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unspecified lumbar hernia",
              "Readcode": "J37y.00"
            }
          },
          {
            "code": "64977",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair recurr inguinal hernia using insert natural material",
              "Readcode": "7H12000"
            }
          },
          {
            "code": "65112",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Umbilical hernia - irreducible and NOS",
              "Readcode": "J322z00"
            }
          },
          {
            "code": "65147",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Incisional hernia with gangrene",
              "Readcode": "J330100"
            }
          },
          {
            "code": "652",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Primary repair of inguinal hernia NOS",
              "Readcode": "7H11z00"
            }
          },
          {
            "code": "6537",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Epigastric hernia",
              "Readcode": "J33..11"
            }
          },
          {
            "code": "65383",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Gluteal hernia",
              "Readcode": "J35..00"
            }
          },
          {
            "code": "65608",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Other specified abdominal cavity hernia with gangrene",
              "Readcode": "J3y0.00"
            }
          },
          {
            "code": "66751",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unspecified femoral hernia",
              "Readcode": "J31y.00"
            }
          },
          {
            "code": "67143",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Lumbar hernia NOS",
              "Readcode": "J37z.00"
            }
          },
          {
            "code": "67276",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Removal prosthet material fr previous repair femoral hernia",
              "Readcode": "7H14300"
            }
          },
          {
            "code": "67309",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Remov prosthet material fr previous repair umbilical hernia",
              "Readcode": "7H15300"
            }
          },
          {
            "code": "68045",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "McEvedy repair of femoral hernia",
              "Readcode": "7H13215"
            }
          },
          {
            "code": "68086",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Henry repair of femoral hernia",
              "Readcode": "7H13212"
            }
          },
          {
            "code": "68494",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Simple femoral hernia NOS",
              "Readcode": "J313z00"
            }
          },
          {
            "code": "69455",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Halsted repair of inguinal hernia",
              "Readcode": "7H11y11"
            }
          },
          {
            "code": "69934",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unilateral femoral hernia with gangrene",
              "Readcode": "J310000"
            }
          },
          {
            "code": "70402",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Other specified repair of recurrent femoral hernia",
              "Readcode": "7H14y00"
            }
          },
          {
            "code": "70611",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Primary repair of umbilical hernia using sutures",
              "Readcode": "7H1C200"
            }
          },
          {
            "code": "70641",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Femoral hernia with gangrene",
              "Readcode": "J310.00"
            }
          },
          {
            "code": "70896",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Bilateral recurrent inguinal hernia - irreducible",
              "Readcode": "J302300"
            }
          },
          {
            "code": "70984",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unspecified femoral hernia NOS",
              "Readcode": "J31yz00"
            }
          },
          {
            "code": "71798",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Epigastric hernia with gangrene",
              "Readcode": "J330200"
            }
          },
          {
            "code": "71835",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of recurrent femoral hernia using sutures",
              "Readcode": "7H14200"
            }
          },
          {
            "code": "71971",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Bilateral femoral hernia - simple",
              "Readcode": "J313200"
            }
          },
          {
            "code": "72057",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Prim repair incisional hernia using insert natural material",
              "Readcode": "7H16000"
            }
          },
          {
            "code": "722",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unspecified abdominal cavity hernia NOS",
              "Readcode": "J3zz.00"
            }
          },
          {
            "code": "7445",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Umbilical hernia NOS",
              "Readcode": "J32z.00"
            }
          },
          {
            "code": "7679",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Primary repair of incisional hernia",
              "Readcode": "7H16.00"
            }
          },
          {
            "code": "7921",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unilateral inguinal hernia - simple",
              "Readcode": "J303000"
            }
          },
          {
            "code": "800",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Femoral hernia",
              "Readcode": "J31..00"
            }
          },
          {
            "code": "8042",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Direct inguinal hernia",
              "Readcode": "J30..12"
            }
          },
          {
            "code": "8872",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Spigelian hernia",
              "Readcode": "J3C..00"
            }
          },
          {
            "code": "90489",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Remov prosthet material fr previous repair umbilical hernia",
              "Readcode": "7H1C300"
            }
          },
          {
            "code": "90490",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of recurrent umbilical hernia NOS",
              "Readcode": "7H1Dz00"
            }
          },
          {
            "code": "91771",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of recurrent umbilical hernia using sutures",
              "Readcode": "7H1D200"
            }
          },
          {
            "code": "93234",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Ventral hernia with gangrene",
              "Readcode": "J330.00"
            }
          },
          {
            "code": "93540",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Congenital inguinal hernia",
              "Readcode": "PG8..00"
            }
          },
          {
            "code": "93769",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair recurrent umbilical hernia us insert prosthetic mater",
              "Readcode": "7H1D100"
            }
          },
          {
            "code": "94016",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Prim rep umbilical hernia using insert prosthetic material",
              "Readcode": "7H1C100"
            }
          },
          {
            "code": "9405",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Direct inguinal hernia",
              "Readcode": "J304.00"
            }
          },
          {
            "code": "94065",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Ferguson repair of inguinal hernia",
              "Readcode": "7H11212"
            }
          },
          {
            "code": "94802",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair recurr incision hernia using insert natural material",
              "Readcode": "7H17000"
            }
          },
          {
            "code": "94896",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair recurr femoral hernia using insert prosthet material",
              "Readcode": "7H14100"
            }
          },
          {
            "code": "9557",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Manual reduction of hernia",
              "Readcode": "82B2.00"
            }
          },
          {
            "code": "95704",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Repair of recurrent incisional hernia using sutures",
              "Readcode": "7H17200"
            }
          },
          {
            "code": "95806",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Spigelian hernia - irreducible",
              "Readcode": "J3C2.00"
            }
          },
          {
            "code": "96040",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Primary rep umbilical hernia using insert natural material",
              "Readcode": "7H1C000"
            }
          },
          {
            "code": "96844",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Other specified repair of recurrent umbilical hernia",
              "Readcode": "7H1Dy00"
            }
          },
          {
            "code": "97718",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Unilateral recurrent femoral hernia - simple",
              "Readcode": "J313100"
            }
          },
          {
            "code": "97851",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "[X]Other specified abdominal hernia+obstruction,w'o gangrene",
              "Readcode": "Jyu3000"
            }
          },
          {
            "code": "97892",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Bilateral recurrent inguinal hernia with gangrene",
              "Readcode": "J300300"
            }
          },
          {
            "code": "99143",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "McVay repair of inguinal hernia",
              "Readcode": "7H11213"
            }
          },
          {
            "code": "99212",
            "description": "Diagnosis of Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Femoral hernia with gangrene NOS",
              "Readcode": "J310z00"
            }
          },
          {
            "code": "9949",
            "description": "Procedure for Abdominal Hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "ReadcodeDescr": "Bilateral inguinal hernia repair",
              "Readcode": "7H11500"
            }
          }
        ]
      },
      {
        "concept_id": 1200,
        "concept_version_id": 3539,
        "concept_name": "Abdominal Hernia - Secondary care - Diagnoses",
        "coding_system": {
          "id": 4,
          "name": "ICD10 codes",
          "description": "ICD10 Codes"
        },
        "phenotype_id": "PH180",
        "phenotype_version_id": 360,
        "phenotype_name": "Abdominal Hernia",
        "code_attribute_header": [
          "Disease",
          "Category"
        ],
        "codes": [
          {
            "code": "K40",
            "description": "Inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "K41",
            "description": "Femoral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "K42",
            "description": "Umbilical hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "K43",
            "description": "Ventral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "K45",
            "description": "Other abdominal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          },
          {
            "code": "K46",
            "description": "Unspecified abdominal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Diagnosis of Abdominal Hernia"
            }
          }
        ]
      },
      {
        "concept_id": 1201,
        "concept_version_id": 3541,
        "concept_name": "Abdominal Hernia - Secondary care - Procedures",
        "coding_system": {
          "id": 7,
          "name": "OPCS4 codes",
          "description": "OPCS4 codes"
        },
        "phenotype_id": "PH180",
        "phenotype_version_id": 360,
        "phenotype_name": "Abdominal Hernia",
        "code_attribute_header": [
          "Disease",
          "Category"
        ],
        "codes": [
          {
            "code": "T19",
            "description": "Simple excision of inguinal hernial sac",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T19.1",
            "description": "Bilateral herniotomy",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T19.2",
            "description": "Unilateral herniotomy",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T19.3",
            "description": "Ligation of patent processus vaginalis",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T19.8",
            "description": "Other specified simple excision of inguinal hernial sac",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T19.9",
            "description": "Unspecified simple excision of inguinal hernial sac",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T20",
            "description": "Primary repair of inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T20.1",
            "description": "Primary repair of inguinal hernia using insert of natural material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T20.2",
            "description": "Primary repair of inguinal hernia using insert of prosthetic material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T20.3",
            "description": "Primary repair of inguinal hernia using sutures",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T20.4",
            "description": "Primary repair of inguinal hernia and reduction of sliding hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T20.8",
            "description": "Other specified primary repair of inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T20.9",
            "description": "Unspecified primary repair of inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T21",
            "description": "Repair of recurrent inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T21.1",
            "description": "Repair of recurrent inguinal hernia using insert of natural material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T21.2",
            "description": "Repair of recurrent inguinal hernia using insert of prosthetic material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T21.3",
            "description": "Repair of recurrent inguinal hernia using sutures",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T21.4",
            "description": "Removal of prosthetic material from previous repair of inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T21.8",
            "description": "Other specified repair of recurrent inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T21.9",
            "description": "Unspecified repair of recurrent inguinal hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T22",
            "description": "Primary repair of femoral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T22.1",
            "description": "Primary repair of femoral hernia using insert of natural material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T22.2",
            "description": "Primary repair of femoral hernia using insert of prosthetic material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T22.3",
            "description": "Primary repair of femoral hernia using sutures",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T22.8",
            "description": "Other specified primary repair of femoral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T22.9",
            "description": "Unspecified primary repair of femoral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T23",
            "description": "Repair of recurrent femoral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T23.1",
            "description": "Repair of recurrent femoral hernia using insert of natural material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T23.2",
            "description": "Repair of recurrent femoral hernia using insert of prosthetic material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T23.3",
            "description": "Repair of recurrent femoral hernia using sutures",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T23.4",
            "description": "Removal of prosthetic material from previous repair of femoral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T23.8",
            "description": "Other specified repair of recurrent femoral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T23.9",
            "description": "Unspecified repair of recurrent femoral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T24",
            "description": "Primary repair of umbilical hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T24.1",
            "description": "Repair of umbilical hernia using insert of natural material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T24.2",
            "description": "Repair of umbilical hernia using insert of prosthetic material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T24.3",
            "description": "Repair of umbilical hernia using sutures",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T24.4",
            "description": "Removal of prosthetic material from previous repair of umbilical hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T24.8",
            "description": "Other specified primary repair of umbilical hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T24.9",
            "description": "Unspecified primary repair of umbilical hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T25",
            "description": "Primary repair of incisional hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T25.1",
            "description": "Primary repair of incisional hernia using insert of natural material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T25.2",
            "description": "Primary repair of incisional hernia using insert of prosthetic material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T25.3",
            "description": "Primary repair of incisional hernia using sutures",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T25.8",
            "description": "Other specified primary repair of incisional hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T25.9",
            "description": "Unspecified primary repair of incisional hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T26",
            "description": "Repair of recurrent incisional hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T26.1",
            "description": "Repair of recurrent incisional hernia using insert of natural material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T26.2",
            "description": "Repair of recurrent incisional hernia using insert of prosthetic material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T26.3",
            "description": "Repair of recurrent incisional hernia using sutures",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T26.4",
            "description": "Removal of prosthetic material from previous repair of incisional hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T26.8",
            "description": "Other specified repair of recurrent incisional hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T26.9",
            "description": "Unspecified repair of recurrent incisional hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T27",
            "description": "Repair of other hernia of abdominal wall",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T27.1",
            "description": "Repair of ventral hernia using insert of natural material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T27.2",
            "description": "Repair of ventral hernia using insert of prosthetic material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T27.3",
            "description": "Repair of ventral hernia using sutures",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T27.4",
            "description": "Removal of prosthetic material from previous repair of ventral hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T27.8",
            "description": "Other specified repair of other hernia of abdominal wall",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T27.9",
            "description": "Unspecified repair of other hernia of abdominal wall",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T97",
            "description": "Repair of recurrent umbilical hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T97.1",
            "description": "Repair of recurrent umbilical hernia using insert of natural material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T97.2",
            "description": "Repair of recurrent umbilical hernia using insert of prosthetic material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T97.3",
            "description": "Repair of recurrent umbilical hernia using sutures",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T97.8",
            "description": "Other specified repair of recurrent umbilical hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T97.9",
            "description": "Unspecified repair of recurrent umbilical hernia",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T98",
            "description": "Repair of recurrent other hernia of abdominal wall",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T98.1",
            "description": "Repair of recurrent ventral hernia using insert of natural material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T98.2",
            "description": "Repair of recurrent ventral hernia using insert of prosthetic material",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T98.3",
            "description": "Repair of recurrent ventral hernia using sutures",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T98.8",
            "description": "Other specified repair of recurrent other hernia of abdominal wall",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          },
          {
            "code": "T98.9",
            "description": "Unspecified repair of recurrent other hernia of abdominal wall",
            "attributes": {
              "Disease": "Abdominal Hernia",
              "Category": "Procedure for Abdominal Hernia"
            }
          }
        ]
      }
    ],
    "status": 2,
    "doi": "https://doi.org/10.48533/rmx7-1509",
    "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": 360,
        "version_name": "Abdominal Hernia",
        "version_date": "2021-10-06T16:06:40.216135Z",
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]