[
  {
    "phenotype_id": "PH4196",
    "phenotype_version_id": 9414,
    "name": "Abdominal Hernia",
    "definition": "A protrusion of abdominal structures through the retaining abdominal wall. It involves two parts: an opening in the abdominal wall, and a hernia sac consisting of peirotneum and abdominal contents. Abdominal hernias include groin hernia (femoral; inguinal) and ventral hernia.\n\nUKB baseline self reported fields.\n",
    "implementation": "The earliest record across all sources is obtained.\n",
    "publications": [
      {
        "doi": "https://doi.org/10.1038/s41598-025-05838-9",
        "details": "Torralbo, Ana and Davitte, Jonathan M. and Croteau-Chonka, Damien C. and Ytsma, Cai R. and Tomlinson, Christopher and Fitzpatrick, Natalie and Chung, Sheng-Chia and Fatemifar, Ghazaleh and Cortes, Adrian S. and Richardson, Tom G. and Barclay, Matthew and Carrasco Zanini Sanchez, Julia and Finan, Chris and Hemingway, Harry and Hingorani, Aroon D. and Kuan Po Ai, Valerie and Langenberg, Claudia and Lyratzopoulos, Georgios and Lumbers, Tom and Pietzner, Maik and Shah, Anoop Dinesh and Thygesen, Johan Hilge and Zelenka, Natalie and Whittaker, John C. and Ehm, Margaret G. and Denaxas, Spiros, A Computational Framework for Defining and Validating Reproducible Phenotyping Algorithms of 313 Diseases in the UK Biobank.",
        "primary": true
      }
    ],
    "validation": "Phenotypes underwent a multi\\-layered validation approach that included a) evaluating data source concordance, b) age\\-sex incidence and baseline prevalence patterns, c) an external comparison to a representative and unselected UK EHR dataset, d) modifiable risk factor associations, and e) genetic correlations with external genome\\-wide association studies (GWAS). Results showed consistent disease distributions by age and sex, high ranked correlation with general population prevalence estimates, confirmed risk factor associations, and significant genetic correlations with external GWAS.\n",
    "citation_requirements": null,
    "created": "2026-06-08T20:10:56.554975Z",
    "author": "Torralbo, A; Davitte, J M; Croteau-Chonka, D C; Ytsma, C; Tomlinson, C; Fitzpatrick, N K; Chung, S C; Fatemifar, G; Cortes, A S; Richardson, T G; Barclay, M; Carrasco Zanini, J; Finan, C; Hemingway, H; Hingorani, A; Kuan, V; Langenberg, C; Lyratzopoulos, G; Lumbers, R T; Pietzner, M; Shah, A D; Thygesen, J H; Zelenka, N; Whittaker, J C; Ehm, M G; Denaxas, S",
    "collections": [
      {
        "name": "Phenotype Library",
        "value": 18
      },
      {
        "name": "UK Biobank",
        "value": 32
      }
    ],
    "tags": null,
    "organisation": null,
    "world_access": 1,
    "updated": "2026-06-08T20:10:56.549244Z",
    "sex": [
      {
        "name": "Both",
        "value": "3"
      }
    ],
    "type": [
      {
        "name": "Disease or syndrome",
        "value": "2"
      }
    ],
    "trials": null,
    "ontology": null,
    "phenoflowid": null,
    "data_sources": [
      {
        "name": "UK Biobank",
        "value": 13,
        "uid": "6a9f93ad-2434-41d9-93bf-6e9d2eee04e5",
        "url": "https://healthdatagateway.org/en/dataset/700",
        "datasource_id": 700
      },
      {
        "name": "Patient Episode Dataset for Wales (PEDW)",
        "value": 40,
        "uid": "4c33a5d2-164c-41d7-9797-dc2b008cc852",
        "url": "https://healthdatagateway.org/en/dataset/318",
        "datasource_id": 318
      },
      {
        "name": "Scottish Cancer Registry (SMR06)",
        "value": 417,
        "uid": "ad36dc03-1856-44de-99b0-1af6f312d86b",
        "url": "https://healthdatagateway.org/en/dataset/79",
        "datasource_id": 79
      },
      {
        "name": "Cancer Registration Data",
        "value": 788,
        "uid": "6904a2ff-ab44-4dd6-b9ec-25d3cad29e43",
        "url": "https://healthdatagateway.org/en/dataset/880",
        "datasource_id": 880
      }
    ],
    "endorsements": null,
    "project_name": null,
    "coding_system": [
      {
        "name": "UKBioBank codes",
        "value": 12
      },
      {
        "name": "ICD10 codes",
        "value": 4
      },
      {
        "name": "Read codes v3",
        "value": 6
      },
      {
        "name": "OPCS4 codes",
        "value": 7
      }
    ],
    "corresp_author": "Ana Torralbo",
    "event_date_range": null,
    "concept_information": [
      {
        "concept_id": 10223,
        "concept_version_id": 17708,
        "concept_name": "Non-cancer illness code, self-reported",
        "coding_system": {
          "id": 12,
          "name": "UKBioBank codes",
          "description": "UKBioBank codes"
        },
        "phenotype_id": "PH4196",
        "phenotype_version_id": 9414,
        "phenotype_name": "Abdominal Hernia",
        "code_attribute_header": [
          "type"
        ],
        "codes": [
          {
            "code": "1511",
            "description": "abdominal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "1512",
            "description": "umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "1513",
            "description": "inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "1605",
            "description": "femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "1606",
            "description": "incisional hernia",
            "attributes": {
              "type": "any"
            }
          }
        ]
      },
      {
        "concept_id": 10224,
        "concept_version_id": 17709,
        "concept_name": "Diagnoses - main ICD10",
        "coding_system": {
          "id": 4,
          "name": "ICD10 codes",
          "description": "ICD10 Codes"
        },
        "phenotype_id": "PH4196",
        "phenotype_version_id": 9414,
        "phenotype_name": "Abdominal Hernia",
        "code_attribute_header": [
          "type"
        ],
        "codes": [
          {
            "code": "K40",
            "description": "Inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "K41",
            "description": "Femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "K42",
            "description": "Umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "K43",
            "description": "Ventral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "K45",
            "description": "Other abdominal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "K46",
            "description": "Unspecified abdominal hernia",
            "attributes": {
              "type": "any"
            }
          }
        ]
      },
      {
        "concept_id": 10225,
        "concept_version_id": 17710,
        "concept_name": "Diagnoses - secondary ICD10",
        "coding_system": {
          "id": 4,
          "name": "ICD10 codes",
          "description": "ICD10 Codes"
        },
        "phenotype_id": "PH4196",
        "phenotype_version_id": 9414,
        "phenotype_name": "Abdominal Hernia",
        "code_attribute_header": [
          "type"
        ],
        "codes": [
          {
            "code": "K40",
            "description": "Inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "K41",
            "description": "Femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "K42",
            "description": "Umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "K43",
            "description": "Ventral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "K45",
            "description": "Other abdominal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "K46",
            "description": "Unspecified abdominal hernia",
            "attributes": {
              "type": "any"
            }
          }
        ]
      },
      {
        "concept_id": 10226,
        "concept_version_id": 17711,
        "concept_name": "Operative procedures - main OPCS4",
        "coding_system": {
          "id": 7,
          "name": "OPCS4 codes",
          "description": "OPCS4 codes"
        },
        "phenotype_id": "PH4196",
        "phenotype_version_id": 9414,
        "phenotype_name": "Abdominal Hernia",
        "code_attribute_header": [
          "type"
        ],
        "codes": [
          {
            "code": "T19",
            "description": "Simple excision of inguinal hernial sac",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T19.1",
            "description": "Bilateral herniotomy",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T19.2",
            "description": "Unilateral herniotomy",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T19.3",
            "description": "Ligation of patent processus vaginalis",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T19.8",
            "description": "Other specified simple excision of inguinal hernial sac",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T19.9",
            "description": "Unspecified simple excision of inguinal hernial sac",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T20",
            "description": "Primary repair of inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T20.1",
            "description": "Primary repair of inguinal hernia using insert of natural material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T20.2",
            "description": "Primary repair of inguinal hernia using insert of prosthetic material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T20.3",
            "description": "Primary repair of inguinal hernia using sutures",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T20.4",
            "description": "Primary repair of inguinal hernia and reduction of sliding hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T20.8",
            "description": "Other specified primary repair of inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T20.9",
            "description": "Unspecified primary repair of inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T21",
            "description": "Repair of recurrent inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T21.1",
            "description": "Repair of recurrent inguinal hernia using insert of natural material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T21.2",
            "description": "Repair of recurrent inguinal hernia using insert of prosthetic material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T21.3",
            "description": "Repair of recurrent inguinal hernia using sutures",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T21.4",
            "description": "Removal of prosthetic material from previous repair of inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T21.8",
            "description": "Other specified repair of recurrent inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T21.9",
            "description": "Unspecified repair of recurrent inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T22",
            "description": "Primary repair of femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T22.1",
            "description": "Primary repair of femoral hernia using insert of natural material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T22.2",
            "description": "Primary repair of femoral hernia using insert of prosthetic material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T22.3",
            "description": "Primary repair of femoral hernia using sutures",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T22.8",
            "description": "Other specified primary repair of femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T22.9",
            "description": "Unspecified primary repair of femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T23",
            "description": "Repair of recurrent femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T23.1",
            "description": "Repair of recurrent femoral hernia using insert of natural material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T23.2",
            "description": "Repair of recurrent femoral hernia using insert of prosthetic material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T23.3",
            "description": "Repair of recurrent femoral hernia using sutures",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T23.4",
            "description": "Removal of prosthetic material from previous repair of femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T23.8",
            "description": "Other specified repair of recurrent femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T23.9",
            "description": "Unspecified repair of recurrent femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T24",
            "description": "Primary repair of umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T24.1",
            "description": "Repair of umbilical hernia using insert of natural material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T24.2",
            "description": "Repair of umbilical hernia using insert of prosthetic material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T24.3",
            "description": "Repair of umbilical hernia using sutures",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T24.4",
            "description": "Removal of prosthetic material from previous repair of umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T24.8",
            "description": "Other specified primary repair of umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T24.9",
            "description": "Unspecified primary repair of umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T25",
            "description": "Primary repair of incisional hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T25.1",
            "description": "Primary repair of incisional hernia using insert of natural material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T25.2",
            "description": "Primary repair of incisional hernia using insert of prosthetic material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T25.3",
            "description": "Primary repair of incisional hernia using sutures",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T25.8",
            "description": "Other specified primary repair of incisional hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T25.9",
            "description": "Unspecified primary repair of incisional hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T26",
            "description": "Repair of recurrent incisional hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T26.1",
            "description": "Repair of recurrent incisional hernia using insert of natural material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T26.2",
            "description": "Repair of recurrent incisional hernia using insert of prosthetic material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T26.3",
            "description": "Repair of recurrent incisional hernia using sutures",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T26.4",
            "description": "Removal of prosthetic material from previous repair of incisional hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T26.8",
            "description": "Other specified repair of recurrent incisional hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T26.9",
            "description": "Unspecified repair of recurrent incisional hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T27",
            "description": "Repair of other hernia of abdominal wall",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T27.1",
            "description": "Repair of ventral hernia using insert of natural material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T27.2",
            "description": "Repair of ventral hernia using insert of prosthetic material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T27.3",
            "description": "Repair of ventral hernia using sutures",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T27.4",
            "description": "Removal of prosthetic material from previous repair of ventral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T27.8",
            "description": "Other specified repair of other hernia of abdominal wall",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T27.9",
            "description": "Unspecified repair of other hernia of abdominal wall",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T97",
            "description": "Repair of recurrent umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T97.1",
            "description": "Repair of recurrent umbilical hernia using insert of natural material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T97.2",
            "description": "Repair of recurrent umbilical hernia using insert of prosthetic material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T97.3",
            "description": "Repair of recurrent umbilical hernia using sutures",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T97.8",
            "description": "Other specified repair of recurrent umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T97.9",
            "description": "Unspecified repair of recurrent umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T98",
            "description": "Repair of recurrent other hernia of abdominal wall",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T98.1",
            "description": "Repair of recurrent ventral hernia using insert of natural material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T98.2",
            "description": "Repair of recurrent ventral hernia using insert of prosthetic material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T98.3",
            "description": "Repair of recurrent ventral hernia using sutures",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T98.8",
            "description": "Other specified repair of recurrent other hernia of abdominal wall",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T98.9",
            "description": "Unspecified repair of recurrent other hernia of abdominal wall",
            "attributes": {
              "type": "any"
            }
          }
        ]
      },
      {
        "concept_id": 10227,
        "concept_version_id": 17712,
        "concept_name": "Operative procedures - secondary OPCS4",
        "coding_system": {
          "id": 7,
          "name": "OPCS4 codes",
          "description": "OPCS4 codes"
        },
        "phenotype_id": "PH4196",
        "phenotype_version_id": 9414,
        "phenotype_name": "Abdominal Hernia",
        "code_attribute_header": [
          "type"
        ],
        "codes": [
          {
            "code": "T19",
            "description": "T19",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T19.1",
            "description": "T19.1",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T19.2",
            "description": "T19.2",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T19.3",
            "description": "T19.3",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T19.8",
            "description": "T19.8",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T19.9",
            "description": "T19.9",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T20",
            "description": "T20",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T20.1",
            "description": "T20.1",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T20.2",
            "description": "T20.2",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T20.3",
            "description": "T20.3",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T20.4",
            "description": "T20.4",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T20.8",
            "description": "T20.8",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T20.9",
            "description": "T20.9",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T21",
            "description": "T21",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T21.1",
            "description": "T21.1",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T21.2",
            "description": "T21.2",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T21.3",
            "description": "T21.3",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T21.4",
            "description": "T21.4",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T21.8",
            "description": "T21.8",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T21.9",
            "description": "T21.9",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T22",
            "description": "T22",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T22.1",
            "description": "T22.1",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T22.2",
            "description": "T22.2",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T22.3",
            "description": "T22.3",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T22.8",
            "description": "T22.8",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T22.9",
            "description": "T22.9",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T23",
            "description": "T23",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T23.1",
            "description": "T23.1",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T23.2",
            "description": "T23.2",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T23.3",
            "description": "T23.3",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T23.4",
            "description": "T23.4",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T23.8",
            "description": "T23.8",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T23.9",
            "description": "T23.9",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T24",
            "description": "T24",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T24.1",
            "description": "T24.1",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T24.2",
            "description": "T24.2",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T24.3",
            "description": "T24.3",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T24.4",
            "description": "T24.4",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T24.8",
            "description": "T24.8",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T24.9",
            "description": "T24.9",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T25",
            "description": "T25",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T25.1",
            "description": "T25.1",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T25.2",
            "description": "T25.2",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T25.3",
            "description": "T25.3",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T25.8",
            "description": "T25.8",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T25.9",
            "description": "T25.9",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T26",
            "description": "T26",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T26.1",
            "description": "T26.1",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T26.2",
            "description": "T26.2",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T26.3",
            "description": "T26.3",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T26.4",
            "description": "T26.4",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T26.8",
            "description": "T26.8",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T26.9",
            "description": "T26.9",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T27",
            "description": "T27",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T27.1",
            "description": "T27.1",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T27.2",
            "description": "T27.2",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T27.3",
            "description": "T27.3",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T27.4",
            "description": "T27.4",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T27.8",
            "description": "T27.8",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T27.9",
            "description": "T27.9",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T97",
            "description": "T97",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T97.1",
            "description": "T97.1",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T97.2",
            "description": "T97.2",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T97.3",
            "description": "T97.3",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T97.8",
            "description": "T97.8",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T97.9",
            "description": "T97.9",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T98",
            "description": "T98",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T98.1",
            "description": "T98.1",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T98.2",
            "description": "T98.2",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T98.3",
            "description": "T98.3",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T98.8",
            "description": "T98.8",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "T98.9",
            "description": "T98.9",
            "attributes": {
              "type": "any"
            }
          }
        ]
      },
      {
        "concept_id": 10228,
        "concept_version_id": 17713,
        "concept_name": "Underlying (primary) cause of death: ICD10",
        "coding_system": {
          "id": 4,
          "name": "ICD10 codes",
          "description": "ICD10 Codes"
        },
        "phenotype_id": "PH4196",
        "phenotype_version_id": 9414,
        "phenotype_name": "Abdominal Hernia",
        "code_attribute_header": [
          "type"
        ],
        "codes": [
          {
            "code": "K40",
            "description": "Inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "K41",
            "description": "Femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "K42",
            "description": "Umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "K43",
            "description": "Ventral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "K45",
            "description": "Other abdominal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "K46",
            "description": "Unspecified abdominal hernia",
            "attributes": {
              "type": "any"
            }
          }
        ]
      },
      {
        "concept_id": 10229,
        "concept_version_id": 17714,
        "concept_name": "Contributory (secondary) causes of death: ICD10",
        "coding_system": {
          "id": 4,
          "name": "ICD10 codes",
          "description": "ICD10 Codes"
        },
        "phenotype_id": "PH4196",
        "phenotype_version_id": 9414,
        "phenotype_name": "Abdominal Hernia",
        "code_attribute_header": [
          "type"
        ],
        "codes": [
          {
            "code": "K40",
            "description": "Inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "K41",
            "description": "Femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "K42",
            "description": "Umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "K43",
            "description": "Ventral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "K45",
            "description": "Other abdominal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "K46",
            "description": "Unspecified abdominal hernia",
            "attributes": {
              "type": "any"
            }
          }
        ]
      },
      {
        "concept_id": 10230,
        "concept_version_id": 17715,
        "concept_name": "GP clinical event records",
        "coding_system": {
          "id": 6,
          "name": "Read codes v3",
          "description": "Read codes v3"
        },
        "phenotype_id": "PH4196",
        "phenotype_version_id": 9414,
        "phenotype_name": "Abdominal Hernia",
        "code_attribute_header": [
          "type"
        ],
        "codes": [
          {
            "code": "14C3.00",
            "description": "H/O: abdominal hernia",
            "attributes": {
              "type": "prevalent"
            }
          },
          {
            "code": "25P..12",
            "description": "O/E - hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "25P2.00",
            "description": "O/E - reducible hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "25P3.00",
            "description": "O/E - irreducible hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "25P4.00",
            "description": "O/E - strangulated hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "25P5.00",
            "description": "O/E-hernia-cough impulse shown",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "25P6.00",
            "description": "O/E-hernia descends to scrotum",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H10.00",
            "description": "Simple excision of inguinal hernial sac",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H10y00",
            "description": "Other specified simple excision of inguinal hernial sac",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H10z00",
            "description": "Simple excision of inguinal hernial sac NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H11.00",
            "description": "Primary repair of inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H11000",
            "description": "Primary repair inguinal hernia using insert natural material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H11100",
            "description": "Prim repair inguinal hernia using insert prosthet material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H11111",
            "description": "Primary mesh repair of inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H11200",
            "description": "Primary repair of inguinal hernia using sutures",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H11211",
            "description": "Bassini repair of inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H11212",
            "description": "Ferguson repair of inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H11213",
            "description": "McVay repair of inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H11214",
            "description": "Shouldice repair of inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H11300",
            "description": "Primary repair inguinal hernia &amp; reduction of sliding hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H11400",
            "description": "Endoscopic primary repair of inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H11500",
            "description": "Bilateral inguinal hernia repair",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H11600",
            "description": "Primary laparoscopic repair of inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H11y00",
            "description": "Other specified primary repair of inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H11y11",
            "description": "Halsted repair of inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H11z00",
            "description": "Primary repair of inguinal hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H12.00",
            "description": "Repair of recurrent inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H12000",
            "description": "Repair recurr inguinal hernia using insert natural material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H12100",
            "description": "Repair recurr inguinal hernia using insert prosthet material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H12.11",
            "description": "Herniorrhaphy for recurrent inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H12200",
            "description": "Repair of recurrent inguinal hernia using sutures",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H12300",
            "description": "Removal prosthet material fr previous repair inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H12y00",
            "description": "Other specified repair of recurrent inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H12z00",
            "description": "Repair of recurrent inguinal hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H13.00",
            "description": "Primary repair of femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H13000",
            "description": "Primary repair femoral hernia using insert natural material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H13100",
            "description": "Primary repair femoral hernia using insert prosthet material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H13.11",
            "description": "Femoral hernia repair NEC",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H13200",
            "description": "Primary repair of femoral hernia using sutures",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H13211",
            "description": "Cheadle repair of femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H13212",
            "description": "Henry repair of femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H13213",
            "description": "Lockwood repair of femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H13214",
            "description": "Lotheissen repair of femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H13215",
            "description": "McEvedy repair of femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H13300",
            "description": "Endoscopic primary repair of femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H13y00",
            "description": "Other specified primary repair of femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H13z00",
            "description": "Primary repair of femoral hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H14.00",
            "description": "Repair of recurrent femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H14100",
            "description": "Repair recurr femoral hernia using insert prosthet material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H14.11",
            "description": "Herniorrhaphy for recurrent femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H14200",
            "description": "Repair of recurrent femoral hernia using sutures",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H14300",
            "description": "Removal prosthet material fr previous repair femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H14y00",
            "description": "Other specified repair of recurrent femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H14z00",
            "description": "Repair of recurrent femoral hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H15.00",
            "description": "Repair of umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H15000",
            "description": "Repair of umbilical hernia using insert of natural material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H15100",
            "description": "Repair umbilical hernia using insert of prosthetic material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H15200",
            "description": "Repair of umbilical hernia using sutures",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H153",
            "description": "Removal of prosthetic material from previous repair of umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H15300",
            "description": "Remov prosthet material fr previous repair umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H15y00",
            "description": "Other specified repair of umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H15z00",
            "description": "Repair of umbilical hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H16.00",
            "description": "Primary repair of incisional hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H16000",
            "description": "Prim repair incisional hernia using insert natural material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H16100",
            "description": "Prim repair incisional hernia using insert prosthet material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H16111",
            "description": "Primary mesh repair of incisional hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H16200",
            "description": "Primary repair of incisional hernia using sutures",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H16y00",
            "description": "Other specified primary repair of incisional hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H16z00",
            "description": "Primary repair of incisional hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H17.00",
            "description": "Repair of recurrent incisional hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H17000",
            "description": "Repair recurr incision hernia using insert natural material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H17100",
            "description": "Repair recurr incision hernia using insert prosthet material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H17.11",
            "description": "Herniorrhaphy for recurrent incisional hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H17200",
            "description": "Repair of recurrent incisional hernia using sutures",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H17300",
            "description": "Removal prosthetic material fr prev repair incisional hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H17y00",
            "description": "Other specified repair of recurrent incisional hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H17z00",
            "description": "Repair of recurrent incisional hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H18.00",
            "description": "Repair of other hernia of abdominal wall",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H18000",
            "description": "Repair of ventral hernia using insert of natural material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H18100",
            "description": "Repair of ventral hernia using insert of prosthetic material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H18.11",
            "description": "Repair of other ventral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H18200",
            "description": "Repair of ventral hernia using sutures",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H18300",
            "description": "Removal prosthet material fr previous repair ventral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H18400",
            "description": "Repair of epigastric hernia, unspecified",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H18y00",
            "description": "Other specified repair of other hernia of abdominal wall",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H18z00",
            "description": "Repair of other hernia of abdominal wall NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H1C.00",
            "description": "Primary repair of umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H1C000",
            "description": "Primary rep umbilical hernia using insert natural material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H1C100",
            "description": "Prim rep umbilical hernia using insert prosthetic material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H1C200",
            "description": "Primary repair of umbilical hernia using sutures",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H1C300",
            "description": "Remov prosthet material fr previous repair umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H1Cy00",
            "description": "Other specified primary repair of umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H1Cz00",
            "description": "Primary repair of umbilical hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H1D.00",
            "description": "Repair of recurrent umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H1D100",
            "description": "Repair recurrent umbilical hernia us insert prosthetic mater",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H1D200",
            "description": "Repair of recurrent umbilical hernia using sutures",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H1Dy00",
            "description": "Other specified repair of recurrent umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H1Dz00",
            "description": "Repair of recurrent umbilical hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H1E.00",
            "description": "Repair of recurrent other hernia of abdominal wall",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H1E000",
            "description": "Repair recur ventral hernia using insert natural material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H1E100",
            "description": "Repair recurrent ventral hernia insert prosthetic material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H1E200",
            "description": "Repair of recurrent ventral hernia using sutures",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H1Ey00",
            "description": "Other specified repair recurrent other hernia abdominal wall",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7H1Ez00",
            "description": "Repair of recurrent other hernia of abdominal wall NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "82B2.00",
            "description": "Manual reduction of hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3...00",
            "description": "Hernia of abdominal cavity",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J30..00",
            "description": "Inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J300.00",
            "description": "Inguinal hernia with gangrene",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J300000",
            "description": "Unilateral inguinal hernia with gangrene",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J300300",
            "description": "Bilateral recurrent inguinal hernia with gangrene",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J300z00",
            "description": "Inguinal hernia with gangrene NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J301.00",
            "description": "Inguinal hernia with obstruction",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J301000",
            "description": "Unilateral inguinal hernia with obstruction",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J30..11",
            "description": "Bubonocele",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J301100",
            "description": "Unilateral recurrent inguinal hernia with obstruction",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J30..12",
            "description": "Direct inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J301200",
            "description": "Bilateral inguinal hernia with obstruction",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J30..13",
            "description": "Indirect inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J30..14",
            "description": "Scrotal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J301z00",
            "description": "Inguinal hernia with obstruction NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J302.00",
            "description": "Inguinal hernia - irreducible",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J302000",
            "description": "Unilateral inguinal hernia - irreducible",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J302100",
            "description": "Unilateral recurrent inguinal hernia - irreducible",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J302200",
            "description": "Bilateral inguinal hernia - irreducible",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J302300",
            "description": "Bilateral recurrent inguinal hernia - irreducible",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J302z00",
            "description": "Inguinal hernia - irreducible and NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J303.00",
            "description": "Simple inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J303000",
            "description": "Unilateral inguinal hernia - simple",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J303011",
            "description": "Left inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J303012",
            "description": "Right inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J303100",
            "description": "Unilateral recurrent inguinal hernia - simple",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J303200",
            "description": "Bilateral inguinal hernia - simple",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J303300",
            "description": "Bilateral recurrent inguinal hernia - simple",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J303z00",
            "description": "Simple inguinal hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J304.00",
            "description": "Direct inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J305.00",
            "description": "Indirect inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J30y.00",
            "description": "Inguinal hernia unspecified",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J30y000",
            "description": "Unilateral inguinal hernia unspecified",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J30y100",
            "description": "Unilateral recurrent inguinal hernia unspecified",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J30y200",
            "description": "Bilateral inguinal hernia unspecified",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J30y300",
            "description": "Bilateral recurrent inguinal hernia unspecified",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J30yz00",
            "description": "Unspecified inguinal hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J30z.00",
            "description": "Inguinal hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J31..00",
            "description": "Femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J310.00",
            "description": "Femoral hernia with gangrene",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J310000",
            "description": "Unilateral femoral hernia with gangrene",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J310z00",
            "description": "Femoral hernia with gangrene NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J311.00",
            "description": "Femoral hernia with obstruction",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J311000",
            "description": "Unilateral femoral hernia with obstruction",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J311z00",
            "description": "Femoral hernia with obstruction NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J312.00",
            "description": "Femoral hernia - irreducible",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J312000",
            "description": "Unilateral femoral hernia - irreducible",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J312100",
            "description": "Unilateral recurrent femoral hernia - irreducible",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J312z00",
            "description": "Femoral hernia - irreducible and NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J313.00",
            "description": "Simple femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J313000",
            "description": "Unilateral femoral hernia - simple",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J313100",
            "description": "Unilateral recurrent femoral hernia - simple",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J313200",
            "description": "Bilateral femoral hernia - simple",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J313z00",
            "description": "Simple femoral hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J31y.00",
            "description": "Unspecified femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J31y000",
            "description": "Unilateral femoral hernia - unspecified",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J31y100",
            "description": "Unilateral recurrent femoral hernia - unspecified",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J31y200",
            "description": "Bilateral femoral hernia - unspecified",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J31yz00",
            "description": "Unspecified femoral hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J31z.00",
            "description": "Femoral hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J32..00",
            "description": "Umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J320100",
            "description": "Paraumbilical hernia with gangrene",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J320z00",
            "description": "Umbilical hernia with gangrene NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J321.00",
            "description": "Umbilical hernia with obstruction",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J321100",
            "description": "Paraumbilical hernia with obstruction",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J32..12",
            "description": "Paraumbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J321z00",
            "description": "Umbilical hernia with obstruction NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J322.00",
            "description": "Umbilical hernia - irreducible",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J322100",
            "description": "Paraumbilical hernia - irreducible",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J322z00",
            "description": "Umbilical hernia - irreducible and NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J323.00",
            "description": "Simple umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J323100",
            "description": "Simple paraumbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J323z00",
            "description": "Simple umbilical hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J32y.00",
            "description": "Unspecified umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J32y100",
            "description": "Unspecified paraumbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J32yz00",
            "description": "Unspecified umbilical hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J32z.00",
            "description": "Umbilical hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J33..00",
            "description": "Ventral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J330.00",
            "description": "Ventral hernia with gangrene",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J330100",
            "description": "Incisional hernia with gangrene",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J330200",
            "description": "Epigastric hernia with gangrene",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J330z00",
            "description": "Ventral hernia with gangrene NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J331.00",
            "description": "Ventral hernia with obstruction",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J33..11",
            "description": "Epigastric hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J331100",
            "description": "Incisional hernia with obstruction",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J33..12",
            "description": "Incisional hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J331200",
            "description": "Epigastric hernia with obstruction",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J331z00",
            "description": "Ventral hernia with obstruction NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J332.00",
            "description": "Ventral hernia - irreducible",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J332000",
            "description": "Ventral hernia unspecified - irreducible",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J332100",
            "description": "Incisional hernia - irreducible",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J332200",
            "description": "Epigastric hernia - irreducible",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J332z00",
            "description": "Ventral hernia - irreducible NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J333.00",
            "description": "Simple ventral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J333000",
            "description": "Simple ventral hernia unspecified",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J333100",
            "description": "Simple incisional hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J333200",
            "description": "Simple epigastric hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J333211",
            "description": "Epigastric hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J333z00",
            "description": "Simple ventral hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J33z.00",
            "description": "Ventral hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J33z000",
            "description": "Unspecified ventral hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J33z100",
            "description": "Incisional hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J33z200",
            "description": "Epigastric hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J35..00",
            "description": "Gluteal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J36..00",
            "description": "Ischiorectal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J37..00",
            "description": "Lumbar hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J373.00",
            "description": "Simple lumbar hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J37y.00",
            "description": "Unspecified lumbar hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J37z.00",
            "description": "Lumbar hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J38..00",
            "description": "Obturator hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J381.00",
            "description": "Obturator hernia with obstruction",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J383.00",
            "description": "Simple obturator hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J38z.00",
            "description": "Obturator hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3A..00",
            "description": "Sciatic hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3B..00",
            "description": "Retroperitoneal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3B3.00",
            "description": "Simple retroperitoneal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3C..00",
            "description": "Spigelian hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3C0.00",
            "description": "Spigelian hernia with gangrene",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3C1.00",
            "description": "Spigelian hernia with obstruction",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3C2.00",
            "description": "Spigelian hernia - irreducible",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3C3.00",
            "description": "Simple Spigelian hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3Cy.00",
            "description": "Unspecified Spigelian hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3Cz.00",
            "description": "Spigelian hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3D..00",
            "description": "Perineal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3y..00",
            "description": "Other specified hernias of abdominal cavity",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3y0.00",
            "description": "Other specified abdominal cavity hernia with gangrene",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3y1.00",
            "description": "Other specified abdominal cavity hernia with obstruction",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3y2.00",
            "description": "Other specified abdominal cavity hernia - irreducible",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3y3.00",
            "description": "Other specified abdominal cavity hernia - simple",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3yy.00",
            "description": "Other specified abdominal cavity hernia, unspecified",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3yz.00",
            "description": "Other specified abdominal cavity hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3yz.11",
            "description": "Richter's hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3z..00",
            "description": "Abdominal cavity hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3z0.00",
            "description": "Unspecified abdominal cavity hernia with gangrene",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3z1.00",
            "description": "Unspecified abdominal cavity hernia with obstruction",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3z2.00",
            "description": "Unspecified abdominal cavity hernia - irreducible",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3z3.00",
            "description": "Unspecified abdominal cavity hernia - simple",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "J3zz.00",
            "description": "Unspecified abdominal cavity hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "Jyu3.00",
            "description": "[X]Hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "Jyu3000",
            "description": "[X]Other specified abdominal hernia+obstruction,w'o gangrene",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "Jyu3200",
            "description": "[X]Oth spcfd abdominal hernia without obstructn or gangrene",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "PG8..00",
            "description": "Congenital inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "X30B4",
            "description": "Perineal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XaJr6",
            "description": "Primary laparoscopic repair of inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XaKYh",
            "description": "Repair of epigastric hernia, unspecified",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XaMMM",
            "description": "Primary repair of umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XaMMN",
            "description": "Primary repair of umbilical hernia using insert of natural material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XaMMO",
            "description": "Primary repair of umbilical hernia using insert of prosthetic material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XaMMP",
            "description": "Primary repair of umbilical hernia using sutures",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XaMMq",
            "description": "Repair of recurrent umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XaMMR",
            "description": "Other specified primary repair of umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XaMMS",
            "description": "Primary repair of umbilical hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XaMNg",
            "description": "Repair of recurrent umbilical hernia using insert of prosthetic material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XaMNh",
            "description": "Repair of recurrent umbilical hernia using sutures",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XaMNi",
            "description": "Other specified repair of recurrent umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XaMNj",
            "description": "Repair of recurrent umbilical hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XaNWv",
            "description": "Congenital inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XaXBl",
            "description": "Repair of recurrent ventral hernia using insert of natural material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XaXBm",
            "description": "Repair of recurrent ventral hernia using insert of prosthetic material",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XaXBn",
            "description": "Repair of recurrent ventral hernia using sutures",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XE04b",
            "description": "Repair of other hernia of abdominal wall",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XE04X",
            "description": "Other specified primary repair of inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XE04Y",
            "description": "Primary repair of femoral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XE04Z",
            "description": "Primary repair of femoral hernia using sutures",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XE0ad",
            "description": "Other specified abdominal cavity hernia NOS",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XE0aW",
            "description": "Inguinal hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XE0aY",
            "description": "Umbilical hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XE0aZ",
            "description": "Ventral hernia",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XE1hX",
            "description": "O/E -hernial orifices examined",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XM1GR",
            "description": "Primary repair of inguinal hernia using sutures",
            "attributes": {
              "type": "any"
            }
          }
        ]
      }
    ],
    "status": 1,
    "doi": "https://doi.org/10.48533/4hs9-k212",
    "is_deleted": false,
    "publish_status": 2,
    "owner": "ieuan.scanlon",
    "template": {
      "id": 2,
      "name": "BHF Data Science Centre Phenotype",
      "description": "BHF Data Science Centre Phenotype definitions that describe a list of clinical codes, algorithms using clinical codes, or set of clinical trials. Visit the BHF Data Science Centre website to learn more: https://bhfdatasciencecentre.org",
      "version_id": 1
    },
    "versions": [
      {
        "version_id": 9414,
        "version_name": "Abdominal Hernia",
        "version_date": "2026-06-08T20:10:56.566665Z",
        "is_published": true,
        "is_latest": true
      }
    ]
  }
]