{
  "patient_id": "easy_0004",
  "age": 89,
  "sex": "F",
  "comorbidities": [
    "htn",
    "fall_risk",
    "afib"
  ],
  "medications": [
    {
      "drug": "benzodiazepine_like",
      "dose_bucket": "LOW",
      "indication": "indication_0",
      "class_name": "sedative",
      "requires_taper": true
    },
    {
      "drug": "opioid_like",
      "dose_bucket": "HIGH",
      "indication": "indication_1",
      "class_name": "analgesic",
      "requires_taper": true
    },
    {
      "drug": "warfarin_like",
      "dose_bucket": "HIGH",
      "indication": "indication_2",
      "class_name": "anticoagulant",
      "requires_taper": false
    },
    {
      "drug": "ace_inhibitor_like",
      "dose_bucket": "LOW",
      "indication": "indication_3",
      "class_name": "antihypertensive",
      "requires_taper": false
    },
    {
      "drug": "ppi_like",
      "dose_bucket": "HIGH",
      "indication": "indication_4",
      "class_name": "gastro",
      "requires_taper": false
    }
  ],
  "labs": {
    "egfr": 67.4,
    "ast": 16.0,
    "alt": 13.4,
    "inr": 2.65,
    "glucose": 132.0
  },
  "vitals": {
    "sbp": 142.0,
    "dbp": 105.0,
    "hr": 61.0,
    "egfr_trend": -3.62,
    "inr_trend": 0.35,
    "glucose_trend": -6.17
  },
  "specialist_conflicts": [],
  "prior_ade_history": [],
  "frailty_score": 0.48,
  "adherence_estimate": 0.86,
  "latent_confounders": {
    "metabolism_variability": 0.468,
    "social_support_risk": 0.696,
    "polyprovider_fragmentation": 0.626
  },
  "monitoring_gaps": [
    "missing_followup_bp"
  ]
}