{ "patient_id": "medium_0002", "age": 74, "sex": "M", "comorbidities": [ "copd", "ckd", "afib" ], "medications": [ { "drug": "opioid_like", "dose_bucket": "LOW", "indication": "indication_0", "class_name": "analgesic", "requires_taper": true }, { "drug": "ppi_like", "dose_bucket": "LOW", "indication": "indication_1", "class_name": "gastro", "requires_taper": false }, { "drug": "benzodiazepine_like", "dose_bucket": "HIGH", "indication": "indication_2", "class_name": "sedative", "requires_taper": true }, { "drug": "ssri_like", "dose_bucket": "LOW", "indication": "indication_3", "class_name": "antidepressant", "requires_taper": false }, { "drug": "statin_like", "dose_bucket": "LOW", "indication": "indication_4", "class_name": "lipid_lowering", "requires_taper": false }, { "drug": "beta_blocker_like", "dose_bucket": "LOW", "indication": "indication_5", "class_name": "antihypertensive", "requires_taper": false }, { "drug": "metformin_like", "dose_bucket": "HIGH", "indication": "indication_6", "class_name": "glucose_lowering", "requires_taper": false }, { "drug": "warfarin_like", "dose_bucket": "HIGH", "indication": "indication_7", "class_name": "anticoagulant", "requires_taper": false } ], "labs": { "egfr": 46.9, "ast": 47.3, "alt": 41.1, "inr": 1.48, "glucose": 177.3 }, "vitals": { "sbp": 175.0, "dbp": 66.0, "hr": 84.0, "egfr_trend": 2.55, "inr_trend": -0.37, "glucose_trend": 15.03 }, "specialist_conflicts": [ "duplicate_analgesic_strategy", "cardio_vs_pain_med_conflict" ], "prior_ade_history": [], "frailty_score": 0.88, "adherence_estimate": 0.42, "latent_confounders": { "metabolism_variability": 0.409, "social_support_risk": 0.477, "polyprovider_fragmentation": 0.879 }, "monitoring_gaps": [ "missing_followup_bp" ] }