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Create AA-PKPD-v1.2-Help.md
Signed-off-by: Prof. J Kirtania <hodanesthtmcvns@gmail.com>
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docs/AA-PKPD-v1.2-Help.md

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# 📘 AA-PKPD-Sim v1.2
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## Inhaled Anaesthetic Agent Pharmacokinetics–Pharmacodynamics Simulator
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---
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# 🔷 ABOUT
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## Overview
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**AA-PKPD-Sim v1.2** is a browser-based, mechanistic simulation tool designed to model the **uptake, distribution, and pharmacodynamic effects of inhaled anaesthetic agents**
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It integrates:
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- Classical **compartmental pharmacokinetics**
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- Age-adjusted **MAC modeling**
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- Physiological determinants (CO, VA, FRC)
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- BIS-based pharmacodynamic response
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to provide a **dynamic, visual understanding of inhalational anaesthesia**.
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---
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## Core Model Architecture
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### 1. Pharmacokinetic Model
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- **4-compartment model**
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- VRG (vessel-rich group; brain)
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- Muscle group
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- Fat group
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- Vessel-poor group
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- Includes:
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- Alveolar compartment
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- Breathing circuit (circle system)
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- Solved using:
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- **Runge–Kutta 4th order (RK4)** integration
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- Adaptive timestep for numerical stability
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---
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### 2. Key Physiological Inputs
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- Age-dependent:
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- Weight
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- Cardiac Output (CO)
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- Alveolar Ventilation (VA)
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- Functional Residual Capacity (FRC)
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- User-adjustable overrides:
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- Weight
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- CO
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- VA
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- FRC
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---
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### 3. Agent-Specific Parameters
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Supported agents:
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- Sevoflurane
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- Desflurane
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- Isoflurane
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- Halothane
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- Xenon
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Each defined by:
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- MAC at age 40
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- Blood:gas partition coefficient
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- Tissue partition coefficients
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---
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### 4. Carrier Gas Effects
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- Air + O₂
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- N₂O + O₂
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Includes:
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- **Second gas effect (Eger & Epstein)**
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- N₂O MAC contribution
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- BIS modification
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---
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### 5. MAC Modeling
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- Age-corrected MAC:
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- Adults → exponential decline (Mapleson)
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- Pediatrics → interpolated peak and decline
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---
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### 6. Pharmacodynamics (BIS)
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- BIS modeled using:
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- Hill equation
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- EC₅₀ ≈ 0.71 MAC
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- γ = 2
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- Output:
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- BIS value
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- Anaesthetic depth classification
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---
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## Outputs
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### Real-time Graphs
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1. **FA/FI (Alveolar uptake)**
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2. **Tissue distribution (MAC equivalent)**
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3. **BIS (depth of anaesthesia)**
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4. **Alveolar concentration (vol%)**
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---
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### Derived Metrics
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- Time to 1 MAC (brain)
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- VRG half-time
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- Steady-state BIS
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- N₂O contribution (if applicable)
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---
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## Intended Use
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- Teaching inhalational anaesthesia physiology
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- Resident training and viva preparation
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- Conceptual understanding of:
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- Uptake kinetics
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- Distribution delays
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- Depth of anaesthesia
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---
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## Limitations
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- Simplified compartmental assumptions
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- Does not account for:
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- Shunt/VQ mismatch
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- Dynamic surgical stimulation
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- Drug interactions (opioids, IV agents)
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> **Not intended for clinical decision-making**
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---
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## License
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GNU General Public License v3.0 (GPL-3.0)
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© 2026
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Prof. Jyotirmay Kirtania
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MPMMCC & HBCH, Tata Memorial Centre, Varanasi
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---
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---
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# 🛠️ HELP
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## Getting Started
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1. Open `.html` file in Chrome/Edge
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2. Select anaesthetic agent
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3. Adjust patient and anaesthesia parameters
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4. Observe real-time simulation
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---
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## 🧪 Controls
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### Agent Selection
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- Choose volatile agent from sidebar
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- Xenon auto-restricts carrier gas to O₂
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---
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### Carrier Gas
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- Air + O₂
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- N₂O + O₂
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Effect:
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- Alters uptake kinetics
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- Modifies BIS and MAC
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---
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### Patient & Dose Inputs
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#### Age
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- Automatically updates physiology
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- Resets all parameters to age-predicted values
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#### Target (× MAC)
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- Defines desired anaesthetic depth
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#### Fresh Gas Flow (FGF)
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- Higher FGF → faster wash-in
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#### Duration
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- Simulation time (0.5–12 hours)
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---
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## 🧬 Physiology Overrides
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User can manually adjust:
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- Weight
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- Cardiac Output
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- Alveolar Ventilation
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- FRC
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Indicator:
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- “⚠ MANUAL PHYSIOLOGY” appears when overridden
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Reset:
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- Use **↺ age** to revert to predicted values
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---
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## 📊 Graph Interpretation
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### 1. FA/FI Curve
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- Rate of induction
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- Faster rise = faster onset
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---
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### 2. Tissue Distribution
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- VRG reflects **brain concentration**
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- Muscle/fat reflect **reservoir effect**
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---
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### 3. BIS Curve
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| BIS | Interpretation |
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|-----|--------------|
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| >90 | Awake |
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| 70–90 | Light sedation |
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| 40–60 | Surgical anaesthesia |
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| <40 | Deep anaesthesia |
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---
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### 4. Alveolar Concentration
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- FA (alveolar) vs FI (inspired)
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- Reflects uptake efficiency
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---
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## ⚠️ Key Concepts Demonstrated
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- Low blood:gas solubility → faster induction
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- High CO → slower induction
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- High VA → faster induction
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- Fat uptake → delayed emergence
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- Second gas effect (N₂O)
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---
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## 📋 Outputs Panel
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Displays:
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- MAC at age
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- Target inspired concentration
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- Blood:gas coefficient
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- VRG half-time
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- BIS steady-state
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- Time to 1 MAC
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---
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## ❌ Common Errors
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- Confusing FI with FA
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- Overinterpreting BIS as exact measure
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- Ignoring physiology overrides
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- Using model outputs clinically
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---
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## 🧠 Best Use
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Use as:
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- Conceptual teaching tool
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- Simulation for viva/practical exams
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- Visual demonstration of PK-PD principles
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---
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## 📄 Disclaimer
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This simulator:
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- Uses simplified mathematical models
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- Is intended for **education only**
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It does **not replace**:
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- Clinical judgment
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- Real patient monitoring
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- Anaesthesia workstation data
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---
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## 📚 References (Embedded in Model)
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- Eger EI II (anaesthetic uptake and distribution)
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- Mapleson WW (MAC-age relationship)
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- Lerman J (paediatric MAC)
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- Yasuda N (partition coefficients)
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- Goto T (xenon pharmacology)
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- Cederholm I (N₂O BIS interaction)
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---

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