MedOrqis: Zero-Token Deterministic Medical AI Skills • Evidence-Grounded Decision Support
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Interactive Clinical Workbench MedOrqis v2.1.1 Kernel

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Test real clinical scenarios, run deterministic mathematical engines, and inspect step-by-step mathematical derivations without token hallucination.

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Cardiology & Nephrology

Elderly Diabetic Patient with Atrial Fibrillation & CKD

72-year-old male presenting with palpitation and fatigue. Medical history includes hypertension, type 2 diabetes mellitus, and a remote TIA 3 years ago. Baseline serum creatinine is 1.4 mg/dL, weight 78 kg, height 175 cm.

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HAS-BLED Bleeding Risk Score

2010
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INTERMEDIATE RISK Pisters R et al. A novel user-friendly score (HAS-BLED) to assess 1-year risk of major bleeding in patients with atrial fibrillation. Chest 2010;138:1093-1100; 2024 ESC AF Guidelines (2010)

HAS-BLED Bleeding Risk Score

Applicable Population: Adults with atrial fibrillation receiving anticoagulation

Calculated Score: 2 points
Clinical Interpretation
Moderate Bleeding Risk (2 points)
Guideline-Directed Recommendation
Moderate bleeding risk. Correct modifiable factors, schedule periodic review.
Clinical Alerts & Safety Warnings
  • HAS-BLED should not be used in isolation to exclude patients from oral anticoagulation.

Deterministic Execution Trace

Zero-Token Arithmetic
Mathematical Formula \text{HAS-BLED} = H + A_{\text{renal}} + A_{\text{liver}} + S + B + L + E + D_{\text{drugs}} + D_{\text{alcohol}} \quad (\text{Range: } 0-9)
Step-by-Step Formula Progression:
1 +1: Prior Stroke history
2 +1: Elderly (Age > 65 years)
Invariant Input Payload:
{
    "age_years": 72,
    "biological_sex": "MALE",
    "hx_heart_failure": false,
    "hx_hypertension": true,
    "hx_diabetes": true,
    "hx_stroke_tia_thromboembolism": true,
    "hx_vascular_disease": false,
    "serum_creatinine_mg_dl": 1.4,
    "weight_kg": 78,
    "height_cm": 175,
    "uncontrolled_hypertension_sbp_gt_160": false,
    "abnormal_renal_function": false,
    "abnormal_liver_function": false,
    "stroke_history": true,
    "prior_major_bleeding_or_predisposition": false,
    "labile_inr": false,
    "medications_antiplatelets_nsaids": false,
    "alcohol_excess": false
}
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