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Stone AI RSCE Chat Bot

  • Jun 21
  • 3 min read

Concussion Tracking App




By compressing a complex list of 22 patient symptoms into a single stable index score and a simple three-dimensional coordinate map ([x, y, z]), this browser-based programming provides a working proof of concept for Travis Stone’s RSCE platform, proving that vast amounts of real-world medical data can be compressed into a clear, visual trend line without losing clinical depth.

The code is relevant to the RSCE because it serves as a direct, functional blueprint of Travis Stone's theoretical math, explicitly using his hyperbolic tangent equations, cluster matrix loops, and vector displacement logic to prove that high-dimensional data fields can be compressed into a localized, predictable state space.

The math takes your 22 sliding numbers and uses three simple steps to turn them into a single point on a map:

  • Step 1 (The Filter): It completely ignores all the zeros to isolate only the symptoms that actually hurt.

  • Step 2 (The Multiplier): If it spots related symptoms triggering at the same time—like dizziness and blurry vision together—it multiplies your danger score exponentially because it knows those specific neural wires are crossed.

  • Step 3 (The 3D Map): It runs the totals through a flattening formula (Math.tanh) to squeeze all 22 answers into a simple 3D coordinate crossroad [x, y, z] that shows exactly which way your recovery is trending.



Release of Liability: This Is not Monitored or tracked it is a front end app that allows HIPAA Documentation Complience For CIF Santioned Events. This is a Smart Platform that helps Concussion Specialists Track Patients signs and symptoms. this is an untested unprooven platform and is not meant to treat or cure any conditions.



Recursive HIPPA Complient DATA Outputs for this Intelligent HealthTracker



Symptoms Tracker and ID

ID and Persons Data



This allows core inputs with the official 22-item California Interscholastic Federation (CIF) concussion checklist to compute non-confirmational vector metrics, while completely separating patient identifiers from clinical data into two independent, local files to maintain absolute HIPAA compliance.


Clinical UI ModuleDual-Panel Production HTML5 InterfaceRSCE Bifurcation loop + Cluster-density exponential scale multipliersLocal file array state trackingHIPAA Privacy: Client-side local storage constraints






Core AI Kernel

This single-page application is a deterministic, web-based simulation engine that runs an iterative, neurosymbolic mathematical model to calculate network equilibrium states, resolve nearest attractor nodes, and rewrite abstract template script pathways directly within the browser console.





Chatbot

This single-page web application integrates a 25-item California Interscholastic Federation (CIF) concussion checklist calculation tool, an exponential-decay quantum pathway simulator, and an experimental client-side chatbot that dynamically stores and mimics user input conversational rules.










Works Cited

California Interscholastic Federation (CIF). Graded Concussion Symptom Checklist Worksheet. CIF Sports Medicine Advisory Committee (SMAC), 2024.

ISO 26324:2022. Information and Documentation — Digital Object Identifier System. International Organization for Standardization, 2022. DOI Foundation, doi.org. Accessed 21 June 2026.

Stone, Travis Raymond-Charlie. "A Stone Portfolio." Zenodo, 15 June 2026. doi.org. Accessed 21 June 2026.

Stone, Travis Raymond-Charlie. "A Stone Framework." Zenodo, 16 June 2026. doi.org. Accessed 21 June 2026.

Stone, Travis Raymond-Charlie. "Corpus Totus; published works from the mind of Travis Raymond-Charlie Stone to date." Zenodo, 24 May 2025. doi.org. Accessed 21 June 2026.

Stone, Travis Raymond-Charlie. "Molecular Gearing." Zenodo, 2026. doi.org. Accessed 21 June 2026.

Stone, Travis Raymond-Charlie. "Recursive Quantum Computing & Quantum Convergence And Divergence (QCAD) Framework." Zenodo, 2025. doi.org. Accessed 21 June 2026.

Stone, Travis Raymond-Charlie. "Stone Recursive Binary Algorithm." Zenodo, 2026. doi.org. Accessed 21 June 2026.

Thetheorizingstone. "Stone Software Solutions LLC Source Repositories." GitHub, 2026. github.com. Accessed 21 June 2026.















 
 
 

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