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# PLCOm2012 Edge Cases and Missing Data Test Profile
# Tests model validation with missing required fields and edge cases
demographics:
age_years: 50 # Minimum age boundary for PLCOm2012 (50-80 range)
sex: female
ethnicity: asian # Tests different race offset (-0.466585)
anthropometrics:
height_cm: 173.0
weight_kg: 104.0
education_level: 20
lifestyle:
smoking:
status: current # Tests current smoker (smoking_status = 0)
cigarettes_per_day: 17
years_smoked: 5
alcohol_consumption: heavy
personal_medical_history:
chronic_conditions: []
previous_cancers: [] # No previous cancers (cancer_hist = 0)
genetic_mutations: []
family_history:
- relation: paternal_grandfather # Not first-degree relative - shouldn't count for lung cancer family history
cancer_type: lung_cancer
age_at_diagnosis: 75
degree: "2"
side: paternal
- relation: paternal_aunt # Not first-degree relative
cancer_type: lung_cancer
age_at_diagnosis: 68
degree: "2"
side: paternal
- relation: sister # First-degree relative but different cancer
cancer_type: ovarian_cancer
age_at_diagnosis: 55
degree: "1"
side: unknown
female_specific:
menstrual:
age_at_menarche: 12
age_at_menopause: 48
parity:
num_live_births: 2
age_at_first_live_birth: 25
hormone_use:
estrogen_use: current
oral_contraceptive_use: "N"
symptoms:
- symptom_type: persistent_cough
duration_days: 30
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