artifacts/simulation/feature_meta.json

{
  "feature_names": [
    "age",
    "obs_bmi",
    "obs_systolic_bp",
    "obs_diastolic_bp",
    "obs_phq9_score",
    "obs_testosterone",
    "obs_smoker",
    "cond_migraine_with_aura",
    "cond_stroke",
    "cond_mi",
    "cond_dvt",
    "cond_breast_cancer",
    "cond_lupus",
    "cond_thrombophilia",
    "cond_atrial_fibrillation",
    "cond_liver_disease",
    "cond_hypertension",
    "cond_migraine",
    "cond_gallstones",
    "cond_diabetes",
    "cond_prediabetes",
    "cond_epilepsy",
    "cond_chronic_kidney_disease",
    "cond_sleep_apnea",
    "cond_pcos",
    "cond_endometriosis",
    "cond_depression",
    "cond_hypothyroidism",
    "cond_rheumatoid_arthritis",
    "cond_fibromyalgia",
    "cond_osteoporosis",
    "cond_asthma",
    "med_ever_ocp",
    "pill_type_binary",
    "estrogen_dose_mcg",
    "progestin_dose_mg",
    "progestin_generation",
    "androgenic_score",
    "vte_risk_numeric",
    "month"
  ],
  "patient_features": [
    "age",
    "obs_bmi",
    "obs_systolic_bp",
    "obs_diastolic_bp",
    "obs_phq9_score",
    "obs_testosterone",
    "obs_smoker",
    "cond_migraine_with_aura",
    "cond_stroke",
    "cond_mi",
    "cond_dvt",
    "cond_breast_cancer",
    "cond_lupus",
    "cond_thrombophilia",
    "cond_atrial_fibrillation",
    "cond_liver_disease",
    "cond_hypertension",
    "cond_migraine",
    "cond_gallstones",
    "cond_diabetes",
    "cond_prediabetes",
    "cond_epilepsy",
    "cond_chronic_kidney_disease",
    "cond_sleep_apnea",
    "cond_pcos",
    "cond_endometriosis",
    "cond_depression",
    "cond_hypothyroidism",
    "cond_rheumatoid_arthritis",
    "cond_fibromyalgia",
    "cond_osteoporosis",
    "cond_asthma",
    "med_ever_ocp"
  ],
  "pill_features": [
    "pill_type_binary",
    "estrogen_dose_mcg",
    "progestin_dose_mg",
    "progestin_generation",
    "androgenic_score",
    "vte_risk_numeric"
  ],
  "temporal_features": [
    "month"
  ],
  "binary_targets": [
    "sym_nausea",
    "sym_headache",
    "sym_breast_tenderness",
    "sym_spotting",
    "sym_mood_worsened",
    "sym_depression_episode",
    "sym_anxiety",
    "sym_libido_decreased",
    "sym_weight_gain",
    "sym_acne_improved",
    "sym_acne_worsened",
    "sym_hair_loss",
    "sym_cramps_relieved",
    "sym_pcos_improvement",
    "evt_dvt",
    "evt_pe",
    "evt_stroke",
    "still_taking"
  ],
  "continuous_targets": [
    "satisfaction_score"
  ],
  "androgenic_map": {
    "anti_androgenic": -1,
    "low": 1,
    "moderate": 2,
    "high": 3
  },
  "vte_map": {
    "very_low": 1,
    "low": 2,
    "low_moderate": 3,
    "moderate": 4,
    "high": 5
  },
  "hyperparams": {
    "max_iter": 80,
    "max_leaf_nodes": 31,
    "learning_rate": 0.05,
    "seed": 42
  },
  "training_rows": 444636
}