Antibiotic Resistance Feedback 100k — Generator Demo and Documentation
Year: 2026
Type: preprint
Abstract: Full generator ($990): https://sentineldata.com.ua/dataset/antibiotic-resistance-feedback-100k-generator The generator is the source code and the model behind the synthetic dataset Antibiotic Resistance Feedback 100k (100,000 virtual adults per scenario on piperacillin-tazobactam, 18 Parquet tables, observed records and ground truth side by side). It rebuilds the dataset table by table and builds new cohorts of any size. Dataset ($390): https://sentineldata.com.ua/dataset/antibiotic-resistance-feedback-100k This upload contains the free demo of the generator, the generator passport, the demo passport and the audit tables of constants and sources — not the full generator. What is in this upload File What it is Demo.7z, Demo.zip The free demo, the same content in two formats: run_demo.py , requirements.txt , code/ (the files of the generator needed for the five core tables), demo_output/ (ready copy of the result: 10 Parquet files and a SHA-256 manifest) and the demo passport antibiotic-resistance-feedback-100k_generator_passport_EN.pdf Generator passport: model, what is fixed and what can be changed, files, built-in checks, limits (2 pages) antibiotic-resistance-feedback-100k_generator_demo_passport_EN.pdf Demo passport: what the demo is, its limits, layout of the tables, how to read and run them constants_audit.csv 202 audited constants: value, unit, source, tier (140 ... Full description with all tables is on the Wiki page of this project. Full dataset and purchase: https://sentineldata.com.ua/dataset/antibiotic-resistance-feedback-100k-generator . Zenodo copy: https://doi.org/10.5281/zenodo.23438983
Source: OSF Preprints (OSF Preprints)
Author: Maksym Chekerskyi
Language: English
Subfield: Infectious Diseases
Field: Medicine
Domain: Health Sciences
Open Access status: green
OpenAlex ID: W7225465622