openapi: 3.0.3
info:
  title: CYTOCON API
  description: |
    This API allows access to **CYTOCON DB** (**C**ell and c**YTO**kine**CON**centrations **D**ata**B**ase), 
    a manually curated online database containing baseline of cells and cytokines concentrations in different tissues of 
    both healthy individuals and patients suffering from various pathologies.
    **Important!** In order to make a query, all parameters must be chosen from the database dictionaries.
  termsOfService: https://cytocon-open.insysbio.com/TermOfUse
  contact:
    email: support@insysbio.com
  license:
    name: Apache 2.0
    url: http://www.apache.org/licenses/LICENSE-2.0.html
  version: 1.0.0
externalDocs:
  description: Find out more about CYTOCON
  url: https://cytocon.insysbio.com/Index.aspx
servers:
  - url: https://cytocon.insysbio.com/api/v1
tags:
  - name: diseases
    description: List of disease names
  - name: tissues_types
    description: Tissues types
  - name: species
    description: Species types
  - name: markers
    description: Cells markers
  - name: patient_group_attributes
    description: Patient groups attributes
  - name: disease_attributes
    description: Disease attributes
  - name: query_data
    description: Query result data 
  - name: query_data_headers
    description: Query headers data 

paths:
  /diseases:
    get:
      tags:
        - diseases
      summary: |
        Return full list of the diseases to be used in Query (optional parameter for query).
      responses:
        '200':
          description: successful operation
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/Disease'          
           
        '400':
          description: Invalid status value. This response appears when the required object does not exist in the DB. 
      security:
        - cytocon_auth:
            - read:diseases
  /tissues_types:
    get:
      tags:
        - tissues_types
      summary: |
        Return list of tissue types (compartments where cells or molecules measured) to be used in Query (optional parameter for query).
      responses:
        '200':
          description: successful operation
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/TissueType'          
            
        '400':
          description: Invalid status value. This response appears when the required object does not exist in the DB.
      security:
        - cytocon_auth:
            - read:tissues_types
  /species:
    get:
      tags:
        - species
      summary: |
        Return list of Species (names for cells and molecules) to be used in Query
         (mandatory parameter for query).
      responses:
        '200':
          description: successful operation
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/Species'          
            
        '400':
          description: Invalid status value. This response appears when the required object does not exist in the DB.
      security:
        - cytocon_auth:
            - read:species
  /markers:
    get:
      tags:
        - markers
      summary: |
        Return list of Markers to be used in Query (optional parameter for query). 
        Users can refine searches for cell concentrations by specifying cell markers 
        (e.g. CD4+ and IL4+ for T-helper type 2 cells).
      responses:
        '200':
          description: successful operation
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/Marker'          
            
        '400':
          description: Invalid status value. This response appears when the required object does not exist in the DB.
      security:
        - cytocon_auth:
            - read:marker
  /patient_group_attributes:
    get:
      tags:
        - patient_group_attributes
      summary: |
        Return list of patient group attributes. Required for query result output. 
        The results of queries may include demographic information such as age, race, gender,
        and other details, such as the number of patients in the study, if the source provides such information.
      responses:
        '200':
          description: successful operation
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/PatientGroupAttribute'          
            
        '400':
          description: Invalid status value. This response appears when the required object does not exist in the DB.
      security:
        - cytocon_auth:
            - read:patient_group_attributes
  /disease_attributes:
    get:
      tags:
        - disease_attributes
      summary: |
        Return list of Disease attributes. Required for query result output. 
        The results of queries may include disease-specific clinical measures, 
        e.g. Forced Expiratory Volume (FEV1) for Asthma; SLEDAI 2K range, interferon signature 
        for Systemic Lupus Erythematosus (SLE); SCORAD range, severity, IgE concentration range for Atopic Dermatitis.
      responses:
        '200':
          description: successful operation
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/DiseaseAttribute'          
            
        '400':
          description: Invalid status value. This response appears when the required object does not exist in the DB.
      security:
        - cytocon_auth:
            - read:disease_attributes



  /query_data_headers:
    get:
      parameters:
      - name: diseases
        in: query
        description: 'list of diseases names separated by "," choosed query list. "OR" logical operator'
        schema:
          type: string
      tags:
        - query_data_headers
      summary: |
        Return list with query header output according to parameters provided.
        There one parameter, where "Diseases" is optional. Multiple inputs can be selected, but currently,
        only the "OR" logic is supported.
      responses:
        '200':
          description: successful operation
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/QueryDataHeader'          
            
        '400':
          description: Invalid status value. This response appears when the required object does not exist in the DB.
      security:
        - cytocon_auth:
            - read:query_data_headers
  /query_data:
    get:
      parameters:
      - name: species
        in: query
        description: 'list of species names separated by "," choosed species list. "OR" logical operator'
        required: true
        schema:
          type: string
      - name: tissue_types
        in: query
        description: 'list of tissues names separated by "," choosed tissue_types list. "OR" logical operator'
        schema:
          type: string
      - name: diseases
        in: query
        description: 'list of diseases names separated by "," choosed query list. "OR" logical operator'
        schema:
          type: string
      - name: markers
        in: query
        description: 'list of markers names separated by "," choosed markers list. "OR" logical operator'
        schema:
          type: string
      - name: wstatSwitch
        in: query
        description: 'true  - only weighted result or false - all data without weighted result'
        schema:
          type: string
      - name: headers
        in: query
        description: 'comma separated list of params to output to result'
        schema:
          type: string
      tags:
        - query_data
      summary: |
        Return list with query output according to parameters provided.
        There are a total of four parameters, where "Species" is mandatory, and "Tissue types", "Diseases",
        and "Cell markers" are optional. Multiple inputs can be selected for all parameters, but currently,
        only the "OR" logic is supported.
      responses:
        '200':
          description: successful operation
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/QueryData'          
            
        '400':
          description: Invalid status value. This response appears when the required object does not exist in the DB.
      security:
        - cytocon_auth:
            - read:query_data

components:
  schemas:
    Disease:
      required:
        - name
        - id
      type: object
      properties:
        id:
          type: integer
          format: int64
          example: 10
        name:
          type: string
          example: Asthma
          description: Disease name available
      
    TissueType:
      required:
        - name
        - id
      type: object
      properties:
        id:
          type: integer
          format: int64
          example: 10
        name:
          type: string
          description: Tissue name available
          example: Lymph node
     
    Species:
      required:
        - name
        - id
      type: object
      properties:
        id:
          type: integer
          format: int64
          example: 10
        name:
          type: string
          description: Species name available
          example: T-cells
      
    Marker:
      required:
        - name
        - id
      type: object
      properties:
        id:
          type: integer
          format: int64
          example: 10
        name:
          type: string
          description: Cells marker available
          example: CD4+
      
    PatientGroupAttribute:
      required:
        - name
        - id
      type: object
      properties:
        id:
          type: integer
          format: int64
          example: 10
        name:
          type: string
          description: Patient group name used
          example: Patient number
      
    DiseaseAttribute:
      required:
        - name
        - id
      type: object
      properties:
        id:
          type: integer
          format: int64
          example: 10
        name:
          type: string
          description: Disease attribute name used
          example: Cancer stage (I-IV)
     
    QueryDataHeader:
      type: object
      properties:
        ColumnVariable:
          type: string
          description: 'column variable name'
        ColumnDesc:
          type: string
          description: 'column description'


    QueryData:
      required:
        - s_name
        - s_val
        - u_base
      type: object
      properties:
        s_name:
          type: string
          description: Species name (Cell or molecule names)
          example: T-cells
        s_unf_val:
          type: number
          format: double
          description: Species value arithmetic mean (Concentration in unified form of avarage in database. Dimension in pM or k cell/L)
          example: 1498528.0
        s_disp_unf:
          type: number
          format: double
          description: Species standard deviation (Unified form of dispersion in database. Dimension in pM or k cell/L)
          example: 190396.0
        markers:
          type: string
          description: Cell markers (List of markers associated with cells)
          example: CD3+
        s_val:
          type: number
          format: double
          description: Species value (Concentration in unified units. Dimension in pM or k cell/L)
          example:   1498528.0
        s_val_isf:
          type: number
          format: double
          description: Species value in ISF (Concentration in unified units (pM or kcell/L) recalculated regarded interstitial fluid volume)
          example: 111.1
        s_disp_left:
          type: number
          format: double
          description: Species dispersion left (Left border in unified units. Dimension in pM or k cell/L)
          example: 60208.0
        s_disp_right:
          type: number
          format: double
          description: Species dispersion right (Right border in unified units. Dimension in pM or k cell/L)
          example: 15.0
        s_disp_min:
          type: number
          format: double
          description: Species min value (Minimum value in unified units. Dimension in pM or k cell/L)
          example: 17.0
        s_disp_max:
          type: number
          format: double
          description: Species max value (Maximum value in unified units. Dimension in pM or k cell/L)
          example: 12.0
        s_val_org:
          type: number
          format: double
          description: Species value (original). Original value from source
          example: 67.2
        s_disp_left_org:
          type: number
          format: double
          description: Species dispersion left(original). Original value from source
          example: 2.7
        s_disp_right_org:
          type: number
          format: double
          description: Species dispersion right(original). Original value from source
          example: 12.7
        s_disp_min_org:
          type: number
          format: double
          description: Species min value(original). Original value from source
          example: 1.66
        s_disp_max_org:
          type: number
          format: double
          description: Species max value(original). Original value from source
          example: 12.5
        u_base:
          type: string
          description: Unified units (pM or kcell/L)
          example: kcells/L
        u_org:
          type: string
          description: Original unit (unit from source)
          example: '%__Lymphocytes_Blood_Atopic dermatitis'
        u_rcl_ass:
          type: string
          description: Recalculation assumptions. If we recalculate the original value (e.g. due to a misprint in the paper or when we need calculate exact number from % using external data), we explicitly explain how and why the recalculation was performed
          example: Exact number calculated from % using averaged concentration of the maternal cell in the tissue and the disease from CYTOCON DB data
        tissue_t:
          type: string
          description: Tissue type
          example: Blood
        disease:
          type: string
          description: Disease
          example: Atopic dermatitis
        avg_t:
          type: string
          description: Average type
          example: Mean
        disp_t:
          type: string
          description: Dispersion type
          example: SEM
        exp_m:
          type: string
          description: Experimental method
          example: FACS (Fluorescence-activated cell sorting)
        id_type:
          type: string
          description: ID type (ID for original source (e.g. PMID))
          example: PMID
        id_val:
          type: string
          description: ID value
          example: 15932386
        link:
          type: string
          description: Link to place in paper where value was found
          example: Table 2, p.949
        source:
          type: string
          description: Source type (e.g paper, book, etc.)
          example: Article
        pg_desc:
          type: string
          description: Patient group description
          example:   All patients suffered from an acute exacerbation of their AD and were treated with pimecrolimus cream 1% twice daily for 3 weeks
        pg_sg:
          type: string
          description: Patient group is subgroup. If a value is extracted in addition to the overall value from a large cohort (e.g., the paper presents data for all patients, then divides it by males and females), we indicate this
          example: No
        has_misprint:
          type: string
          description: If we detect a misprint (e.g., incorrect dimensions), we indicate it
          example: No
        sv_desc:
          type: string
          description: Species values description (additional information that can be useful for users about this value)
          example: NA

        pgAttr1:
          type: string
          format: string
          description: 'race/ethnicity or group of races of patients'
        pgAttr2:
          type: integer
          format: int32
          description: 'number of males in patient group'
        pgAttr3:
          type: integer
          format: int32
          description: 'number of females in patient group'
        pgAttr4:
          type: number
          format: double
          description: 'Average age of the patient group'
        pgAttr10:
          type: string
          format: string
          description: 'any other attributes of patient group'
        pgAttr11:
          type: integer
          format: int32
          description: 'Patient number in the group'
        pgAttr15:
          type: number
          format: double
          description: 'Patient weight in kg'
        pgAttr16:
          type: number
          format: double
          description: 'Patient BMI (body mass index) in kg/m2'
        pgAttr17:
          type: number
          format: double
          description: 'Patient group average height'
        pgAttr18:
          type: string
          format: string
          description: 'Patient Smoking status'
        pgAttr21:
          type: number
          format: double
          description: 'Fasting before blood draw (hours)'
        pgAttr22:
          type: string
          format: string
          description: 'Exclusion criteria for patient group'
        pgAttr23:
          type: string
          format: string
          description: 'Inclusion criteria for patients'
        pgAttr24:
          type: string
          format: string
          description: 'Information about treatment'
        pgAttr25:
          type: string
          format: string
          description: 'additional diagnoses'
        pgAttr26:
          type: integer
          format: int32
          description: 'Samples number of the patient group'
        pgAttr27:
          type: string
          format: string
          description: 'Patient drinking history'
        pgAttr28:
          type: string
          format: string
          description: 'Alcohol history'
        pgAttr29:
          type: number
          format: double
          description: 'Waist-Hip Ratio (WHR)'
        pgAttr30:
          type: number
          format: double
          description: 'Erythrocyte sedimentation rate'
        pgAttr31:
          type: string
          format: string
          description: 'blood groups'
        pgAttr32:
          type: number
          format: double
          description: 'Waist circumference i.e. for patients with diabet'

        dsAttr1:
          type: number
          format: double
          description: 'SCORing Atopic Dermatitis'
        dsAttr4:
          type: string
          format: string
          description: 'Severity of the disease'
        dsAttr7:
          type: string
          format: string
          description: 'Atopic dermatitis type'
        dsAttr8:
          type: string
          format: string
          description: 'Atopic dermatitis phase'
        dsAttr14:
          type: number
          format: double
          description: 'Forced expiratory volume in 1 second, spirometry characteristic'
        dsAttr15:
          type: string
          format: string
          description: 'Global initiative for chronic Obstructive Lung Disease (GOLD) criteria'
        dsAttr16:
          type: string
          format: string
          description: 'High/Low level of IFN1 gene expression'
        dsAttr17:
          type: number
          format: double
          description: 'SLEDAI 2K score'
        dsAttr18:
          type: number
          format: double
          description: 'Glucocorticosteroids dose'
        dsAttr19:
          type: number
          format: double
          description: 'Glucocorticosteroids dose'
        dsAttr20:
          type: number
          format: double
          description: 'Immunoglobulin E specific concentration'
        dsAttr21:
          type: number
          format: double
          description: 'Immunoglobulin E total concentration'
        dsAttr25:
          type: string
          format: string
          description: 'Active/inactive stage of the disease'
        dsAttr26:
          type: string
          format: string
          description: 'Cancer stage (I-IV)'
        dsAttr27:
          type: string
          format: string
          description: 'T stage of cancer (TNM)'
        dsAttr28:
          type: string
          format: string
          description: 'N stage of cancer (TNM)'
        dsAttr29:
          type: string
          format: string
          description: 'M stage of cancer (TNM)'
        dsAttr30:
          type: number
          format: double
          description: 'peak expiratory flow'
        dsAttr31:
          type: number
          format: double
          description: 'fraction of exhaled NO'
        dsAttr33:
          type: integer
          format: int32
          description: 'Number of patients using prescribed ICS regularly and properly'
        dsAttr34:
          type: number
          format: double
          description: 'Daily dose of ICS'
        dsAttr35:
          type: number
          format: double
          description: 'airway resistance'
        dsAttr36:
          type: integer
          format: int32
          description: 'Crohn’s Disease Activity Index (CDAI)'
        dsAttr37:
          type: number
          format: double
          description: 'Disease duration'
        dsAttr55:
          type: number
          format: double
          description: 'objective SCORAD'
        dsAttr56:
          type: number
          format: double
          description: 'TEWL g/m2/h'
        dsAttr57:
          type: number
          format: double
          description: 'Pruritus score'
        dsAttr58:
          type: number
          format: double
          description: 'Sleep loss'
        dsAttr59:
          type: number
          format: double
          description: 'Extent (%) - affected Body Surface Area (BSA)'
        dsAttr60:
          type: number
          format: double
          description: 'CDLQI - Children’s Dermatology Life Quality Index'
        dsAttr61:
          type: number
          format: double
          description: 'SH (Skin Hydration) measured on Corneometer CM 825'
        dsAttr62:
          type: number
          format: double
          description: 'FEV1 % of the patient divided by the average FEV1% in the population for any person of similar age, sex, and body composition'
        dsAttr63:
          type: number
          format: double
          description: '% reversibility of asthma'
        dsAttr64:
          type: number
          format: double
          description: 'Provocation concentration (PC) that results in a 20% fall in the forced expiratory volume in 1 second (FEV1)'
        dsAttr65:
          type: number
          format: double
          description: 'The provocative dose of methacholine causing a ≥20% fall in FEV1 (PD20)'
        dsAttr66:
          type: number
          format: double
          description: 'Wheal diameter induced by allergen (mm)'
        dsAttr67:
          type: string
          format: string
          description: 'Status asthmaticus existence'
        dsAttr68:
          type: number
          format: double
          description: 'FEV1 before salbutamol (% predicted)'
        dsAttr69:
          type: number
          format: double
          description: 'FEV1 after salbutamol (% predicted)'
        dsAttr70:
          type: string
          format: string
          description: 'Astma severity score'
        dsAttr71:
          type: number
          format: double
          description: 'for PMID 24800011'
        dsAttr72:
          type: number
          format: double
          description: 'Psoriasis Area Severity Index'
        dsAttr73:
          type: number
          format: double
          description: 'System developed and validated by the EULAR to measure the progress and improvement of Rheumatoid Arthritis'
        dsAttr74:
          type: string
          format: string
          description: 'Severity score for acute allergic reactions'
        dsAttr75:
          type: string
          format: string
          description: 'Cancer stage for mixed groups'
        dsAttr76:
          type: string
          format: string
          description: 'Tumor histological grade'
        dsAttr77:
          type: string
          format: string
          description: 'Sarcoidosis stages (chest radiograph stages (Scadding criteria))'
        dsAttr78:
          type: string
          format: string
          description: 'Performance status (Eastern Cooperative Oncology Group)'
        dsAttr79:
          type: string
          format: string
          description: 'Harvey–Bradshaw Index'
        dsAttr80:
          type: string
          format: string
          description: 'Endoscopic activity score (Rutgeerts)'
        dsAttr81:
          type: string
          format: string
          description: 'Clinical activity index (Mayo)'
        dsAttr82:
          type: string
          format: string
          description: 'Endoscopic activity score (Mayo)'
        dsAttr83:
          type: string
          format: string
          description: 'Clark''s level is a staging system, which describes the level of anatomical invasion of the melanoma in the skin'
        dsAttr84:
          type: number
          format: double
          description: 'Systemic Lupus Erythematosus Disease Activity Index'
        dsAttr85:
          type: number
          format: double
          description: 'Systemic Lupus International Collaborating Clinics/ACR Damage Index; SDI'
        dsAttr86:
          type: number
          format: double
          description: 'Anti-dsDNA: anti-double-stranded DNA'
        dsAttr87:
          type: number
          format: double
          description: 'Mini Mental State Examination (MMSE) score'
        dsAttr88:
          type: number
          format: double
          description: 'SLE disease activity score [ECLAM]'
        dsAttr89:
          type: number
          format: double
          description: 'APOE E4 carrier or non-carrier (% of patients))'
        dsAttr90:
          type: string
          format: string
          description: 'ISN/RPS (International Society of Nephrology/Renal Pathology Society) class'
        dsAttr91:
          type: number
          format: double
          description: 'chronicity index (CI)'
        dsAttr92:
          type: number
          format: double
          description: 'Expanded Disability Status score'
        dsAttr93:
          type: string
          format: string
          description: 'W.H.O. grade of cancer'
        dsAttr94:
          type: number
          format: double
          description: 'Systemic Lupus Activity Measure (SLAM)'
        dsAttr95:
          type: string
          format: string
          description: 'compensated and decompensated phases'
        dsAttr96:
          type: number
          format: double
          description: 'Histological activity index for hepatitis'
        dsAttr97:
          type: string
          format: string
          description: 'Period of infection disease'
        dsAttr98:
          type: string
          format: string
          description: 'Fibrosis stage for hepatitis B'
        dsAttr99:
          type: string
          format: string
          description: 'Inflammation grade for chronic hepatitis B'
        dsAttr100:
          type: number
          format: double
          description: 'for chronic hepatitis B'
        dsAttr101:
          type: number
          format: double
          description: 'for chronic hepatitis B'
        dsAttr102:
          type: number
          format: double
          description: 'Anti-dsDNA/reference anti-dsDNA ratio'
        dsAttr103:
          type: number
          format: double
          description: 'Necroinflammation grading for CHB'
        dsAttr104:
          type: string
          format: string
          description: 'Hepatitis B e antigen seropositivity'
        dsAttr105:
          type: string
          format: string
          description: 'hepatitis B core antigen Expression Patterns in Hepatocyte'
        dsAttr106:
          type: string
          format: string
          description: 'HBsAg Expression Patterns in Hepatocyte'
        dsAttr107:
          type: number
          format: double
          description: 'For hepatitis'
        dsAttr108:
          type: string
          format: string
          description: 'HBsAg seropositivity'
        dsAttr109:
          type: string
          format: string
          description: 'Glomerulonephritis class I-V'
        dsAttr110:
          type: number
          format: double
          description: 'For Lupus nephritis was added'
        dsAttr111:
          type: string
          format: string
          description: 'For IgA nephropathy'
        dsAttr112:
          type: string
          format: string
          description: 'parenchymal liver disease (PLD) score'
        dsAttr113:
          type: string
          format: string
          description: 'a system for assessing the prognosis of chronic liver disease, primarily cirrhosis'
        dsAttr114:
          type: number
          format: double
          description: 'Clinical dementia rating (CDR)'
        dsAttr115:
          type: string
          format: string
          description: 'Activity of inflammation for chronic hepatitis B'
        dsAttr116:
          type: string
          format: string
          description: 'Hepatitis C Virus genotype'
        dsAttr117:
          type: string
          format: string
          description: 'Hepatitis B Virus genotype'
        dsAttr118:
          type: string
          format: string
          description: 'International Federation of Gynecology and Obstetrics clinical stage for uteric cervical cancer'
        dsAttr119:
          type: string
          format: string
          description: 'Tumor differentiation status'
        dsAttr120:
          type: string
          format: string
          description: 'Lymph node metastasis existence'
        dsAttr121:
          type: string
          format: string
          description: 'For Uterine cervical cancer'
        dsAttr122:
          type: string
          format: string
          description: 'Cancer vasoinvasion existence'
        dsAttr124:
          type: string
          format: string
          description: 'Human papillomavirus positive/negative'
        dsAttr125:
          type: string
          format: string
          description: 'Larsen grade value'
        dsAttr126:
          type: string
          format: string
          description: 'anti-CCP antibody in plasma'
        dsAttr127:
          type: string
          format: string
          description: 'Anti-HBe antigen in serum for chronic hepatitis B'
        dsAttr128:
          type: string
          format: string
          description: 'for chronic hepatitis C, HCV-DNA in blood'
        dsAttr129:
          type: number
          format: double
          description: 'for Rheumatoid arthritis'
        dsAttr130:
          type: string
          format: string
          description: 'Kellgren-Lawrence grading scale'
        dsAttr131:
          type: string
          format: string
          description: 'for Rheumatoid arthritis according to DAS28'
        dsAttr132:
          type: string
          format: string
          description: 'Rheumatoid factor (RF) seropositivity'
        dsAttr133:
          type: number
          format: double
          description: 'for Rheumatoid arthritis'
        dsAttr134:
          type: number
          format: double
          description: 'Percent of Non-survivors (i.e. for COVID-19)'
        dsAttr135:
          type: number
          format: double
          description: 'For Ulderative colitis according to Lichtiger'
        dsAttr136:
          type: string
          format: string
          description: 'Marburg cancer stage or SCLC'
        dsAttr137:
          type: string
          format: string
          description: 'For Crohn''s disease'
        dsAttr138:
          type: number
          format: double
          description: 'Crohn’s Disease Endoscopic Index of Severity (CDEIS)'
        dsAttr139:
          type: string
          format: string
          description: 'Oral lichen planus type'
        dsAttr140:
          type: string
          format: string
          description: 'Tumor histology type'
        dsAttr141:
          type: string
          format: string
          description: 'Her2 expression i.e. for breast cancer'
        dsAttr142:
          type: string
          format: string
          description: 'Lymphovascular space invasion existence i.e. for Cervical cancer'
        dsAttr143:
          type: string
          format: string
          description: 'for colorectal cancer'
        dsAttr144:
          type: string
          format: string
          description: 'Progesteron receptor expression on tumor cells (for breast cancer)'
        dsAttr145:
          type: string
          format: string
          description: 'Estrogen receptor status for breast cancer'
        dsAttr146:
          type: string
          format: string
          description: 'Simple Endoscopy Severity'
        dsAttr147:
          type: string
          format: string
          description: 'Global Initiative for Asthma (GINA)'
        dsAttr148:
          type: number
          format: double
          description: 'recommended by GINA'
        dsAttr149:
          type: string
          format: string
          description: 'the tendency to produce an exaggerated IgE immune response to otherwise harmless substances in the environment'
        dsAttr150:
          type: number
          format: double
          description: 'Harvey-Bradshaw Index'
        dsAttr151:
          type: string
          format: string
          description: 'Endoscopic severity (Mayo)'
        dsAttr152:
          type: number
          format: double
          description: 'Positive and Negative Syndrome Scale (PANSS) for schizophrenia'
        dsAttr153:
          type: number
          format: double
          description: 'severity of depressive symptoms'
        dsAttr154:
          type: number
          format: double
          description: 'Acute Physiology and Chronic Health Evaluation'
        dsAttr155:
          type: string
          format: string
          description: 'for HCC'
        dsAttr156:
          type: string
          format: string
          description: 'Distant metastasis existence, i.e. extrahepatic metastasis for HCC'
        dsAttr157:
          type: string
          format: string
          description: 'for arthritis'
        dsAttr158:
          type: string
          format: string
          description: 'Antinuclear antibody (ANA)-seropositivity i.e. for arthritis'
        dsAttr159:
          type: string
          format: string
          description: 'HLA-B27 seropositivity i.e. for arthritis'
        dsAttr160:
          type: string
          format: string
          description: 'American Society of Reproductive Medicine (ASRM) classification of endometriosis'
        dsAttr161:
          type: string
          format: string
          description: 'Phase of the menstrual cycle'
        dsAttr162:
          type: string
          format: string
          description: 'For prostate cancer'
        dsAttr163:
          type: number
          format: double
          description: 'The Behcet’s Disease Current Activity Form (BDCAF) transformed index'
        dsAttr164:
          type: number
          format: double
          description: 'PSI, pneumonia severity index'
        dsAttr165:
          type: number
          format: double
          description: 'SOFA, Sepsis-related organ failure assessment score'
        dsAttr166:
          type: number
          format: double
          description: 'SAPS, simplified acute physiology score'
        dsAttr167:
          type: string
          format: string
          description: 'For Lymphoma'
        dsAttr168:
          type: string
          format: string
          description: 'For Lymphoma'
        dsAttr169:
          type: string
          format: string
          description: 'For Lymphoma'
        dsAttr170:
          type: number
          format: double
          description: 'PCDAI = pediatric Crohn''s disease activity index'
        dsAttr171:
          type: number
          format: double
          description: 'PUCAI = pediatric ulcerative colitis activity index'
        dsAttr172:
          type: string
          format: string
          description: 'For Hodgkin''s Lymphoma'
        dsAttr173:
          type: string
          format: string
          description: 'For Lymphoma'
        dsAttr174:
          type: string
          format: string
          description: 'For Lymphoma'
        dsAttr175:
          type: string
          format: string
          description: 'Clinical outcome of the disease'
        dsAttr176:
          type: number
          format: double
          description: 'For diabets, glycated hemoglobin'
        dsAttr177:
          type: number
          format: double
          description: 'for COVID-19'
        dsAttr178:
          type: number
          format: double
          description: 'for IBD'
        dsAttr179:
          type: string
          format: string
          description: 'For UC'
        dsAttr180:
          type: number
          format: double
          description: 'for UC'
        dsAttr181:
          type: number
          format: double
          description: 'Simple endoscopic score for CD'
        dsAttr182:
          type: number
          format: double
          description: 'For CD'
        dsAttr183:
          type: string
          format: string
          description: 'for NSCLC'
        dsAttr184:
          type: number
          format: double
          description: 'for disease severity PMID32979941,p.e3'
        dsAttr185:
          type: number
          format: double
          description: 'Tumor size (cm)'
        dsAttr186:
          type: string
          format: string
          description: 'Tumor Infiltrating Lymphocytes PD-L1 expression (for breast cancer)'
        dsAttr187:
          type: string
          format: string
          description: 'Tumor cell PD-L1 expression (for breast cancer)'
        dsAttr188:
          type: string
          format: string
          description: 'For AML, French-American-British (FAB) classification system is based on morphology to define specific immunotypes'
        dsAttr189:
          type: string
          format: string
          description: 'St Gallen 2015 International Expert Consensus for Breast cancer'
        dsAttr190:
          type: number
          format: double
          description: 'DASO (Days after symptom onset)'
        dsAttr191:
          type: number
          format: double
          description: 'for COVID-19'
        dsAttr192:
          type: number
          format: double
          description: 'Breslow thickness is the measurement of the depth of the melanoma from the surface of your skin down through to the deepest poin'
        dsAttr193:
          type: number
          format: double
          description: 'for COVID-19'
        dsAttr194:
          type: number
          format: double
          description: 'for MDS'
        dsAttr195:
          type: number
          format: double
          description: 'Hamilton depression rating scale, without suicide ideation item'
        dsAttr196:
          type: number
          format: double
          description: 'Buss Perry aggression questionnaire'
        dsAttr197:
          type: number
          format: double
          description: 'for COVID-19'
        dsAttr198:
          type: number
          format: double
          description: 'qSOFA, quick Sequential Organ Failure Assessment'
        dsAttr199:
          type: number
          format: double
          description: 'CMI, Charlson Comorbidity Index'
        dsAttr200:
          type: string
          format: string
          description: 'anti-HBs seropositivity'
        dsAttr201:
          type: number
          format: double
          description: 'Model for end-stage liver disease (MELD) scores'
        dsAttr202:
          type: string
          format: string
          description: 'HBc-antibody seropositivity'
        dsAttr203:
          type: string
          format: string
          description: 'for COVID-19'
        dsAttr204:
          type: string
          format: string
          description: 'for Multiple sclerosis and others'
        dsAttr205:
          type: string
          format: string
          description: 'for Multiple sclerosis'
        dsAttr206:
          type: number
          format: double
          description: 'Aneurysmal diameter'
        dsAttr207:
          type: number
          format: double
          description: 'for aneurysma'
        dsAttr208:
          type: number
          format: double
          description: 'for strokes'
        dsAttr209:
          type: number
          format: double
          description: 'a cumulative and weighted index used to assess disease  activity across 24 different disease descriptors in patients with SLE'
        dsAttr210:
          type: number
          format: double
          description: 'measures the overall response to treatment as assessed by the physician'
        dsAttr211:
          type: number
          format: double
          description: 'for COVID-19'
        dsAttr212:
          type: string
          format: string
          description: 'for Multiple myeloma'
        dsAttr213:
          type: string
          format: string
          description: 'for Multiple myeloma'
        dsAttr214:
          type: string
          format: string
          description: 'ECOG Eastern Cooperative Oncology Group'
        dsAttr215:
          type: number
          format: double
          description: 'alpha smooth muscle actin - for Pancreatic cancer'
        dsAttr216:
          type: number
          format: double
          description: 'For Pancreatic cancer'
        dsAttr217:
          type: string
          format: string
          description: 'HCV-Ab seropositivity'
        dsAttr218:
          type: string
          format: string
          description: 'for HCC'
        dsAttr219:
          type: string
          format: string
          description: 'BCLC stage, the Barcelona Clinic Liver Cancer stage'
        dsAttr220:
          type: number
          format: double
          description: 'a method for assessing β-cell function and insulin resistance (IR) from basal (fasting) glucose and insulin or C-peptide concent'
        dsAttr221:
          type: string
          format: string
          description: 'for HCC'
        dsAttr222:
          type: string
          format: string
          description: 'bleeding scale '
        dsAttr223:
          type: string
          format: string
          description: 'for HCC'
        dsAttr224:
          type: number
          format: double
          description: 'estimating the risk of short-term mortality from actual clinical data in the first day after admission'
        dsAttr225:
          type: string
          format: string
          description: 'Bone Lesion Score'
        dsAttr226:
          type: string
          format: string
          description: '(positive/negative)'
        dsAttr227:
          type: string
          format: string
          description: 'for Gastric cancer'
        dsAttr228:
          type: string
          format: string
          description: 'for Crohn Disease'
        dsAttr229:
          type: string
          format: string
          description: 'for Crohn disease'
        dsAttr230:
          type: string
          format: string
          description: 'for Crohn Disease'
        dsAttr231:
          type: string
          format: string
          description: 'Stage 1: Infection ; Stage 2: Asymptomatic ; Stage 3: Symptomatic ; Stage 4: AIDS/Progression of HIV to AIDS.'
        dsAttr232:
          type: number
          format: double
          description: 'Forced Ventilatory Capacity'
        dsAttr233:
          type: number
          format: double
          description: 'Total Lung Capacity'
        dsAttr234:
          type: number
          format: double
          description: 'Diffusion capacity of the Lung for Carbon monoxide corrected for hemoglobin level'
        dsAttr235:
          type: number
          format: double
          description: 'Disease Activity Score 28 joints combined with CRP value'
        dsAttr236:
          type: number
          format: double
          description: 'for Multiple sclerosis - an MS relapse, flare-up, or exacerbation'
        dsAttr237:
          type: string
          format: string
          description: 'for coeliac disease'
        dsAttr238:
          type: string
          format: string
          description: 'for Coeliac disease'
        dsAttr239:
          type: string
          format: string
          description: 'Kirsten rat sarcoma viral oncogene homologue (KRAS) is the best-known oncogene'
        dsAttr240:
          type: string
          format: string
          description: 'EGFR mutation'
        dsAttr241:
          type: string
          format: string
          description: 'Tumor location'
        dsAttr242:
          type: string
          format: string
          description: 'Marsh Classification of histologic findings in celiac disease (Oberhuber)'
        dsAttr243:
          type: number
          format: double
          description: 'For RA and PsA'
        dsAttr244:
          type: number
          format: double
          description: 'For RA and PsA'
        dsAttr245:
          type: number
          format: double
          description: 'Larsen score for RA (0–4)'
        dsAttr246:
          type: number
          format: double
          description: 'Radiological score of sacroileitis for PsA (0–4)'
        dsAttr247:
          type: number
          format: double
          description: 'BASDAI Bath Ankylosing Spondylitis Disease Activity Index'
        dsAttr248:
          type: number
          format: double
          description: 'MASES Maastricht Ankylosing Spondylitis Enthesitis Score'
        dsAttr249:
          type: string
          format: string
          description: 'For COPD'
        dsAttr250:
          type: number
          format: double
          description: 'MSSS (multiple sclerosis severity score)'
        dsAttr251:
          type: number
          format: double
          description: 'TJC68'
        dsAttr252:
          type: number
          format: double
          description: 'SJC66'
        dsAttr253:
          type: number
          format: double
          description: 'MRss, modified Rodnan skin score'
        dsAttr254:
          type: string
          format: string
          description: 'the sum of the size of the largest tumor in cm and the total number of tumors in the absence of tumor microvascular invasion.'
        dsAttr255:
          type: string
          format: string
          description: 'the small number of cancer cells in the body after cancer treatment. An MRD positive test result means that disease was still de'
        dsAttr256:
          type: number
          format: double
          description: 'Multiple Sclerosis Impact Scale 29'
        dsAttr257:
          type: number
          format: double
          description: 'Multiple Sclerosis Impact Scale 29,'
        dsAttr258:
          type: number
          format: double
          description: 'Symbol Digit Modalities Test'
        dsAttr259:
          type: string
          format: string
          description: 'Ophthalmopathy'
        dsAttr260:
          type: string
          format: string
          description: 'degree of goiter'
        dsAttr261:
          type: number
          format: double
          description: 'for Graves disease'
        dsAttr262:
          type: string
          format: string
          description: 'I (0–1 point), II (2–3  points), and III (4–6 points)'
        dsAttr263:
          type: number
          format: double
          description: 'For arthritits'
        dsAttr264:
          type: number
          format: double
          description: 'for IgG4-related disease'
        dsAttr265:
          type: number
          format: double
          description: 'for IgG4-Related disease'
        dsAttr266:
          type: number
          format: double
          description: 'ELF score (enhanced liver fibrosis)'
        dsAttr267:
          type: number
          format: double
          description: 'Disease Activity Score-28 for Rheumatoid Arthritis with ESR'
        dsAttr268:
          type: number
          format: double
          description: 'Ankylosing Spondylitis Disease Activity Score'
        dsAttr269:
          type: number
          format: double
          description: 'BASFI functional index'
        dsAttr270:
          type: number
          format: double
          description: 'BASMI measurement index'
        dsAttr271:
          type: number
          format: double
          description: 'For RA - CDAI'
        dsAttr272:
          type: number
          format: double
          description: 'The Dermatology life Quality Index (DLQI) is a ten-question questionnaire used to measure the impact of skin disease on the qual'
        dsAttr273:
          type: number
          format: double
          description: 'The Nail Psoriasis Severity Index (NAPSI) is a numeric, reproducible, objective, simple tool for evaluation of nail psoriasis.'
        dsAttr274:
          type: number
          format: double
          description: 'health assessment questionnaire–disability index'
        dsAttr275:
          type: string
          format: string
          description: 'Anti-Smith Antibody Positivity'
        dsAttr276:
          type: string
          format: string
          description: ' SSA (Ro) or SSB (La) antibodies is consistent with connective tissue disease, including Sjogren syndrome, lupus erythematosus'
        dsAttr277:
          type: string
          format: string
          description: 'For ITP'
        dsAttr278:
          type: string
          format: string
          description: 'For ITP'
        dsAttr279:
          type: string
          format: string
          description: 'AECA: anti-endothelial cell antibodies'
        dsAttr280:
          type: number
          format: double
          description: 'Checklist Individual Strength'
        dsAttr281:
          type: number
          format: double
          description: 'Checklist Individual Strength'
        dsAttr282:
          type: number
          format: double
          description: 'Checklist Individual Strength'
        dsAttr283:
          type: number
          format: double
          description: 'Checklist Individual Strength'
        dsAttr284:
          type: number
          format: double
          description: 'IgG index'
        dsAttr285:
          type: number
          format: double
          description: 'aspartate aminotransferase–to-platelet ratio index'
        dsAttr286:
          type: number
          format: double
          description: 'FIB-4, fibrosis index'
        dsAttr287:
          type: string
          format: string
          description: 'water channel protein aquaporin-4 (AQP4)'
        dsAttr288:
          type: number
          format: double
          description: 'Ranson score for patients with Acute Pancreatitis'
        dsAttr289:
          type: number
          format: double
          description: 'Balthazar score (for acute pancreatitis)'
        dsAttr290:
          type: number
          format: double
          description: 'MCTSI Modified Computed Tomography Severity Index'
        dsAttr291:
          type: number
          format: double
          description: 'bedside index of severity in acute pancreatitis'
        dsAttr292:
          type: number
          format: double
          description: 'Glasgow severity score'
        dsAttr293:
          type: number
          format: double
          description: 'degree of disability/dependence after a stroke'
        dsAttr294:
          type: number
          format: double
          description: 'International Autoimmune Hepatitis Group'
        dsAttr295:
          type: number
          format: double
          description: 'Bullous Pemphigoid Disease Area Index score'
        dsAttr296:
          type: number
          format: double
          description: 'BP180-NC16A'
        dsAttr297:
          type: number
          format: double
          description: 'BP230-CF'
        dsAttr298:
          type: number
          format: double
          description: 'BPDAI skin activity score'
        dsAttr299:
          type: number
          format: double
          description: 'Blisters/erosions score'
        dsAttr300:
          type: number
          format: double
          description: 'Erythema/urticaria score'
        dsAttr301:
          type: number
          format: double
          description: 'for Bullous pemphigoid'
        dsAttr302:
          type: number
          format: double
          description: 'ESSDAI EULAR Sjögren Disease Activity Index'
        dsAttr303:
          type: number
          format: double
          description: 'ESSPRI EULAR Sjögren Patient Reported Index'
        dsAttr304:
          type: number
          format: double
          description: 'MEDS, mortality in emergency department sepsis'
        dsAttr305:
          type: string
          format: string
          description: 'ASA, American Society of Anesthesiologists physical status'
        dsAttr306:
          type: string
          format: string
          description: 'MS(±): fulfilled/not fulfilled IDF (International Diabetes Foundation) criteria for metabolic syndrome'
        dsAttr307:
          type: number
          format: double
          description: 'SDAI Simple Disease Activity Index'
        dsAttr308:
          type: number
          format: double
          description: 'VAS-PAIN (0-100mm)'
        dsAttr309:
          type: number
          format: double
          description: 'For PsA'
        dsAttr310:
          type: number
          format: double
          description: 'BODE Index'
        dsAttr311:
          type: number
          format: double
          description: 'SPARCC Spondyloarthritis Research Consortium of Canada Enthesitis Index'
        dsAttr312:
          type: number
          format: double
          description: 'SJC swollen joint count'
        dsAttr313:
          type: number
          format: double
          description: 'FEV1/FVC'
        dsAttr314:
          type: number
          format: double
          description: 'eczema area and severity index'
        dsAttr315:
          type: number
          format: double
          description: 'investigator’s global assessment'
        dsAttr316:
          type: number
          format: double
          description: 'visual analogue scale'
        dsAttr317:
          type: number
          format: double
          description: 'Visual analogur score'
        dsAttr318:
          type: number
          format: double
          description: 'Forced Ventilatory Capacity (L)'
        dsAttr319:
          type: number
          format: double
          description: 'BBB impairment'
        dsAttr322:
          type: string
          format: string
          description: 'positive or negative group'
        dsAttr323:
          type: number
          format: double
          description: 'Mexican version of the Systemic Lupus Erythematosus Disease Activity Index'
        dsAttr324:
          type: number
          format: double
          description: 'Systemic Lupus International Collaborating Clinics'
        dsAttr325:
          type: number
          format: double
          description: 'anti-nuclear antibody'
        dsAttr326:
          type: number
          format: double
          description: 'Anti-Ro/SSA titre for SLE'
        dsAttr327:
          type: number
          format: double
          description: 'Anti-La/SSB antibodies'
        dsAttr328:
          type: number
          format: double
          description: 'anti-Smith antibodies'
        dsAttr329:
          type: number
          format: double
          description: 'maximal mid-expiratory flow'
        dsAttr330:
          type: number
          format: double
          description: 'Cytoplasmic anti-neutrophil cytoplasmic antibodies'
        dsAttr331:
          type: number
          format: double
          description: 'Perinuclear anti-neutrophil cytoplasmic antibodies'
        dsAttr332:
          type: number
          format: double
          description: 'Anticardiolipin antibody'
        dsAttr333:
          type: number
          format: double
          description: 'British Isles Lupus Assessment Group'
        dsAttr334:
          type: number
          format: double
          description: 'antinucleosome antibodies'
        dsAttr335:
          type: number
          format: double
          description: 'anti-U1 small nuclear ribonucleoprotein'
        dsAttr336:
          type: number
          format: double
          description: 'antinuclear ribonucleoprotein'
        dsAttr337:
          type: number
          format: double
          description: 'anti-Sjögren’s syndromerelated (SS) antigen A'
        dsAttr338:
          type: number
          format: double
          description: 'anti-Sjögren’s syndromerelated (SS) antigen B'
        dsAttr339:
          type: number
          format: double
          description: 'The 5-item Asthma Control Questionnaire'
        dsAttr340:
          type: number
          format: double
          description: 'a patient-reported measure of asthma-specific health-related quality of life'
        dsAttr341:
          type: number
          format: double
          description: 'AM asthma symptom score'
        dsAttr342:
          type: number
          format: double
          description: 'PM asthma symptom score'
        dsAttr343:
          type: number
          format: double
          description: 'Charlson Index'
        dsAttr344:
          type: number
          format: double
          description: 'Elixhauser Index'
        dsAttr345:
          type: number
          format: double
          description: 'FEV1 reversibility'
        dsAttr346:
          type: number
          format: double
          description: 'Asthma Control Questionnaire'
        dsAttr347:
          type: number
          format: double
          description: 'For asthma'
        dsAttr348:
          type: number
          format: double
          description: 'For asthma'
        dsAttr349:
          type: number
          format: double
          description: 'ACQ, asthma control questionnaire'
        dsAttr350:
          type: number
          format: double
          description: 'HADS‐D: depressive symptoms of the Hospital Anxiety and Depression Scale;'
        dsAttr351:
          type: number
          format: double
          description: 'HADS‐A: anxiety symptoms of the Hospital Anxiety and Depression Scale'
        dsAttr352:
          type: number
          format: double
          description: 'Modified Borg Scale scores'
        dsAttr353:
          type: string
          format: string
          description: 'for text data'
        dsAttr354:
          type: number
          format: double
          description: 'FEF: Forced expiratory flow'
        dsAttr355:
          type: number
          format: double
          description: 'FEF: Forced expiratory flow'
        dsAttr356:
          type: number
          format: double
          description: 'The National Institutes of Health Stroke Scale'
        dsAttr357:
          type: number
          format: double
          description: 'Hamilton Depression Rating Scale'
        dsAttr358:
          type: number
          format: double
          description: 'Hamilton Anxiety Rating Scale'
        dsAttr360:
          type: number
          format: double
          description: 'modified British Medical Research Council'
        dsAttr361:
          type: number
          format: double
          description: 'CAT (COPD assessment test) score'
        dsAttr362:
          type: number
          format: double
          description: 'Acute Physiology and Chronic Health Evaluation'
        dsAttr363:
          type: number
          format: double
          description: 'simplified acute physiology score'
        dsAttr364:
          type: string
          format: string
          description: 'Response Evaluation Criteria in Solid Tumors'
        dsAttr365:
          type: number
          format: double
          description: 'For Chronic hepatitis C'
        dsAttr366:
          type: number
          format: double
          description: 'STAI: State-Trait Anxiety Inventory'
        dsAttr367:
          type: number
          format: double
          description: 'STAI: State-Trait Anxiety Inventory'
        dsAttr368:
          type: number
          format: double
          description: 'Diabetes Quality of Life'
        dsAttr369:
          type: number
          format: double
          description: 'For rhinitis'
        dsAttr370:
          type: number
          format: double
          description: 'Dietary Approaches to Stop Hypertension (range: 0–9, with higher scores indicating better DASH concordance);'
        dsAttr371:
          type: number
          format: double
          description: 'for asthma'
        dsAttr372:
          type: number
          format: double
          description: 'RAI (Ritchie’s articular index)'
        dsAttr373:
          type: number
          format: double
          description: 'SF-MPQ (simplified McGill pain questionnaire)'
        dsAttr374:
          type: number
          format: double
          description: 'six-point composite disease activity index using erythrocyte sedimentation rate (ESR)'
        dsAttr375:
          type: number
          format: double
          description: 'six-point composite disease activity index using Creactive protein (CRP)'
        dsAttr376:
          type: number
          format: double
          description: 'TJC, tender joint count'
        dsAttr377:
          type: string
          format: string
          description: 'Epstein-Barr virus (EBV)'
        dsAttr378:
          type: string
          format: string
          description: '0-Dead, 100-Normal'
        dsAttr379:
          type: number
          format: double
          description: 'disease activity index'
        dsAttr380:
          type: number
          format: double
          description: 'disease severity scale for systemic sclerosis'
        dsAttr381:
          type: number
          format: double
          description: 'Juvenile Arthritis Disease Activity Score'
        dsAttr382:
          type: number
          format: double
          description: 'JSpaDA score'
        dsAttr383:
          type: number
          format: double
          description: 'sJADAS10score'
        dsAttr384:
          type: number
          format: double
          description: 'State Trait Anxiety Inventory'
        dsAttr385:
          type: number
          format: double
          description: 'Active joint count'
        dsAttr386:
          type: number
          format: double
          description: 'Limited joint count'
        dsAttr387:
          type: number
          format: double
          description: 'Depressive symptoms (MFQ-C)'
        dsAttr388:
          type: number
          format: double
          description: 'Juvenile Arthritis Disease Activity Score'
        dsAttr389:
          type: number
          format: double
          description: 'Childhood Health Assessment Questionnaire'
        dsAttr390:
          type: number
          format: double
          description: 'Physician global assessment VAS (0–10 cm)'
        dsAttr391:
          type: number
          format: double
          description: 'Patient general VAS'
        dsAttr392:
          type: number
          format: double
          description: 'CHAQ disability index'
        dsAttr393:
          type: number
          format: double
          description: 'CHAQ pain visual analogue score'
        dsAttr394:
          type: string
          format: string
          description: 'myositis specific autoantibody'
        dsAttr395:
          type: number
          format: double
          description: 'Modified Systemic Manifestation Score'
        dsAttr396:
          type: number
          format: double
          description: 'physical function'
        dsAttr397:
          type: number
          format: double
          description: 'physicians assessment of activity'
        dsAttr398:
          type: number
          format: double
          description: 'health-related quality of life'
        dsAttr399:
          type: number
          format: double
          description: 'patients well-being'
        dsAttr400:
          type: number
          format: double
          description: '71-joint count Juvenile Arthritis Disease Activity Score'
        dsAttr401:
          type: number
          format: double
          description: 'health assessment questionnaire'
        dsAttr402:
          type: number
          format: double
          description: 'PGA-A, Physician global assessment of activity'
        dsAttr403:
          type: number
          format: double
          description: 'PGA-D, Physician Global Assessment of Damage'
        dsAttr404:
          type: number
          format: double
          description: 'mLoSSI, modified Localized Scleroderma Skin Score'
        dsAttr405:
          type: number
          format: double
          description: 'LoSDI, Localized Scleroderma Damage Index'
        dsAttr406:
          type: string
          format: string
          description: 'anti-ssDNA, anti-single stranded DNA antibodies'
        dsAttr407:
          type: string
          format: string
          description: 'AHA, anti-histone antibodies'
        dsAttr408:
          type: number
          format: double
          description: 'Patient-GA, patient Global Assessment of disease impact'
        dsAttr409:
          type: number
          format: double
          description: 'Parent-GA, parent Global Assessment of disease impact'
        dsAttr410:
          type: number
          format: double
          description: 'CMAS, Childhood Myositis Assessment Scale'
        dsAttr411:
          type: number
          format: double
          description: 'DAS total'
        dsAttr412:
          type: number
          format: double
          description: 'DAS muscle'
        dsAttr413:
          type: number
          format: double
          description: 'DAS skin'
        dsAttr414:
          type: string
          format: string
          description: 'MSA antibodies (Myositis-specific antibodies)'
        dsAttr415:
          type: number
          format: double
          description: 'Manual muscle testing of 8 muscle groups'
        dsAttr416:
          type: number
          format: double
          description: 'SMA motor score (HMFSE, 0-66) (Hammersmith Functional Motor Scale-Expanded)'
        dsAttr417:
          type: string
          format: string
          description: 'on tumor cells'
        dsAttr418:
          type: string
          format: string
          description: 'seropositivity for SARS-CoV-2 IgG antibodies'
        dsAttr419:
          type: number
          format: double
          description: 'viral load'
        dsAttr420:
          type: string
          format: string
          description: 'Anti-centromere antibodies in serum'
        dsAttr421:
          type: string
          format: string
          description: 'Anti-Scl-70 antibodies in serum'
        dsAttr422:
          type: number
          format: double
          description: 'viral load i CSF'
        dsAttr423:
          type: string
          format: string
          description: 'Anti-Ro52 antibodies seropositivity'
        dsAttr424:
          type: string
          format: string
          description: 'anti-Ribonucleoprotein'
        dsAttr425:
          type: string
          format: string
          description: 'Anti-Phospholipids i.e. for Lupus nephritis'
        dsAttr426:
          type: string
          format: string
          description: 'WHO Class i.e. for Lupus nephritis'
        dsAttr427:
          type: string
          format: string
          description: 'Non-renal SLEDAI i.e. for Lupus nephritis'
        dsAttr428:
          type: string
          format: string
          description: 'anti Acetylcholine receptor in sera'
        dsAttr429:
          type: number
          format: double
          description: 'AchR Acetylcholine receptor in sera titer'
        dsAttr430:
          type: string
          format: string
          description: 'Myasthenia Gravis Foundation of America'
        dsAttr431:
          type: string
          format: string
          description: 'for Myastenia gravis'
        dsAttr432:
          type: string
          format: string
          description: 'high-avidity antinuclear antibody (ANA) of the IgG isotype'
        dsAttr433:
          type: number
          format: double
          description: 'Autoimmune Bullous Skin Disorder Intensity Score'
        dsAttr434:
          type: number
          format: double
          description: 'Anti-Desmoglein1 antibody'
        dsAttr435:
          type: number
          format: double
          description: 'anti-Desmoglein3 AB'
        dsAttr436:
          type: number
          format: double
          description: 'FSS: Fatigue Severity Scale'
        dsAttr437:
          type: number
          format: double
          description: 'SpO2: oxygen saturation'
        dsAttr438:
          type: string
          format: string
          description: 'HLA-B51 positivity'
        dsAttr439:
          type: number
          format: double
          description: 'Myasthenia Gravis Activities of Daily Living'
        dsAttr440:
          type: string
          format: string
          description: 'For MDS'
        dsAttr441:
          type: string
          format: string
          description: 'WPSS: WHO classification-based Prognostic Scoring System'
        dsAttr442:
          type: number
          format: double
          description: 'the total amount of iron in your blood plus the UIBC (Unsaturated iron-binding capacity)'
        dsAttr443:
          type: number
          format: double
          description: 'TSAT = transferrin saturation'
        dsAttr444:
          type: string
          format: string
          description: 'IPSS-R (Revised International Prognostic Scoring System)'
        dsAttr445:
          type: string
          format: string
          description: 'IPSS (International Prognostic Scoring System)'
        dsAttr446:
          type: number
          format: double
          description: 'Unsaturated Iron Binding Capacity'
        dsAttr447:
          type: number
          format: double
          description: 'Homeostasis model assessment of insulin resistance'
        dsAttr448:
          type: number
          format: double
          description: 'Homeostasis model assessment of insulin resistance'
        dsAttr449:
          type: number
          format: double
          description: 'Homeostasis model assessment of insulin resistance'
        dsAttr450:
          type: number
          format: double
          description: 'key features of acromegaly: signs and symptoms (S), associated comorbidities (A), GH levels (G), IGF-1 levels (I), and the Tumor'
        dsAttr451:
          type: number
          format: double
          description: 'Lung RV in liters'
        dsAttr452:
          type: number
          format: double
          description: 'Lung residual volume (%)'
        dsAttr453:
          type: number
          format: double
          description: ' The five-point Fleischner grading system offers the possibility to more precisely grade the visual severity of parenchymal emph'
        dsAttr454:
          type: number
          format: double
          description: 'Total lung capacity'
        dsAttr455:
          type: number
          format: double
          description: 'maximum expiratory flow at 25% of vital capacity'
        dsAttr456:
          type: number
          format: double
          description: 'maximum expiratory flow at 50% of vital capacity'
        dsAttr457:
          type: number
          format: double
          description: 'maximum expiratory flow at 75% of vital capacity'
        dsAttr458:
          type: string
          format: string
          description: 'Alpha-1 antitrypsin genotype, i.e. ZZ, ZM etc.'
        dsAttr459:
          type: number
          format: double
          description: 'FEV1/FVC (% predicted)'
        dsAttr460:
          type: string
          format: string
          description: 'French- American-British classification'
        dsAttr461:
          type: number
          format: double
          description: 'by FibroScan'
        dsAttr462:
          type: number
          format: double
          description: 'biochemical severity scoring system based on liver function tests in predicting the extent of liver fibrosis/cirrhosis'
        dsAttr463:
          type: string
          format: string
          description: 'Smooth muscle antibodies (SMA)'
        dsAttr464:
          type: string
          format: string
          description: 'IPSS-RA age-adjusted calculation of revised IPSS'

      xml:
        name: query_data    
  securitySchemes:
    cytocon_auth:
      type: oauth2
      flows:
        implicit:
          authorizationUrl: https://cytocon.insysbio.com/oauth/token
          scopes:
            read:diseases: read diseases
            read:tissues_types: read tissue types
            read:species: read species
            read:markers: read markers
            read:patient_group_attributes: read patient group attributes
            read:disease_attributes: read disease attributes
            read:query_data: read query data
            read:query_data_headers: read query headers data
    api_key:
      type: apiKey
      name: Authorization
      in: header