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Renal Transtubular Potassium Gradient (TTKG) and Distal Tubular Secretion Evaluator based on nephrological electrolyte physiology.
flowchart TD
A[Urine & Plasma Potassium + Osmolality] --> B[Check Validity: U_osm >= P_osm]
B --> C[Compute TTKG = U_K * P_osm / P_K * U_osm]
C --> D{Serum Potassium Level}
D -- Hyperkalemia > 5.0 --> E{TTKG > 7.0?}
E -- Yes --> F[Appropriate Aldosterone Secretion]
E -- No --> G[Hypoaldosteronism / Type IV RTA]
D -- Hypokalemia < 3.5 --> H{TTKG < 3.0?}
H -- Yes --> I[Appropriate Extra-Renal K Loss]
H -- No --> J[Inappropriate Renal K Wasting]Zero PIP Dependencies: Implemented strictly with Python Standard Library (math, json, sys, typing).
Physiological Verification: Automatically validates urine-to-plasma osmolality ratio and distal sodium delivery conditions.
Electrolyte Precision: Rigorous algorithmic discrimination between mineralocorticoid deficiency, excess, and extra-renal losses.
Dual Architecture: Native Python import and Model Context Protocol (MCP) JSON-RPC 2.0 stdio server.
Related MCP server: Personal Agent Hydration Osmolality Electrolyte MCP Server
python example_usage.pyApache-2.0
Cardiopulmonary exercise test (CPET) analysis: ventilatory thresholds, metrics and substrate use.
Patient, meal plan, prescription, chart and anthropometry management for dietitians.
Deterministic peptide reconstitution and dosing math, so assistants compute it instead of guessing.
WHO ICF codes: lookup, search, hierarchy, qualifiers, and 11 scored clinical assessment instruments.
