Vancomycin Renal Feedback 100k — Generator Demo and Documentation
Year: 2026
Type: article
Abstract: This upload contains the free demo of the vancomycin-renal-feedback-100k generator, its passport, the demo passport, and the user instructions — not the full generator. Full generator ($990): https://sentineldata.com.ua/dataset/vancomycin-renal-feedback-100k-generator Companion dataset ($390): https://sentineldata.com.ua/dataset/vancomycin-renal-feedback-100k What the demo is A working, reduced copy of the full generator. It runs the same model code — equations, invariants, observation model, three comparators, dose controller, blocking tests — and writes six Parquet tables for 200 patients in one to two minutes. The code is not obfuscated; limits are set openly in the configuration. Demo Full generator Patients 200 100,000 per scenario (any number) Scenarios A only A and B Parameter sets 1 36 Scan axes 3 (dose, lab method, sampling interval) 5 (+ parameter set + AUC cap) Tables 6 (cohort, observed, observed_outcomes, truth, truth_traj, truth_counterfactual) 9 (+ truth_noloop, truth_exposure_daily, regime_arms) Provenance column marks every row as demo none SHA-256 verification no --verify Running the demo pip install -r requirements.txt python run_demo.py Output: demo_output/vancomycin_renal_feedback_DEMO_.parquet. A ready copy of that output is included. Python 3.12.3, numpy 2.4.4, scipy 1.17.1, pandas 3.0.2, pyarrow 25.0.1. What the full generator does The complete ... Full description with all tables is on the Wiki page of this project. Full dataset and purchase: https://sentineldata.com.ua/dataset/vancomycin-renal-feedback-100k-generator . Zenodo copy: https://doi.org/10.5281/zenodo.23220184
Source: Open Science Framework
Author: Maksym Chekerskyi
Language: English
Subfield: Pharmacology (medical)
Field: Medicine
Domain: Health Sciences
Open Access status: green
OpenAlex ID: W7225465473