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demographics:
  age_years: 52
  sex: female
  ethnicity: asian
  education_level: 4
  anthropometrics:
    height_cm: 165
    weight_kg: 65

lifestyle:
  smoking:
    status: never
    cigarettes_per_day: 0
    years_smoked: 0
    pack_years: 0
  alcohol_consumption: light
  multivitamin_use: true
  moderate_physical_activity_hours_per_day: 0.5
  red_meat_consumption_oz_per_day: 2.0

family_history:
  - relation: mother
    cancer_type: breast_cancer
    age_at_diagnosis: 48
    degree: "1"
    side: unknown
  - relation: maternal_aunt
    cancer_type: ovarian_cancer
    age_at_diagnosis: 55
    degree: "2"
    side: maternal

personal_medical_history:
  chronic_conditions: []
  previous_cancers: []
  nsaid_use: never

female_specific:
  menstrual:
    age_at_menarche: 13
  parity:
    num_live_births: 2
    age_at_first_live_birth: 28
  hormone_use:
    estrogen_use: never

clinical_tests:
  albumin:
    value_g_per_L: 42.0
  bilirubin:
    value_umol_per_L: 12.0
  platelets:
    value_10e9_per_L: 200.0

symptoms:
  - symptom_type: breast_lump
  - symptom_type: weight_loss

dermatologic:
  region: central
  complexion: medium
  freckling: mild
  female_tan: moderate
  female_small_moles: five_to_eleven
  solar_damage: false