Clinical Quad Exposure Organ Drift Polypharmacy Toxicity Threshold V0.1

Patient state snapshots form the core of this clinical dataset. Each row likely contains features for exposure, organ function drift, polypharmacy load, and toxicity threshold. The dataset, created by ClarusC64 and last updated in February 2026, is structured for a benchmark task predicting toxicity threshold breaches within a 14-day window.

Use Cases

• Predicting patient toxicity threshold breaches based on polypharmacy load and organ function drift.
• Benchmarking machine learning models for short-term (14-day) clinical risk forecasting.
• Analyzing the relationship between drug exposure levels and subsequent organ function changes.

Strengths

• Dataset is structured for a specific benchmark task with a defined target variable (label_tox_threshold_breach_next_14d).
• Includes a dedicated scorer.py script for standardized model evaluation.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

huggingface

Freshness

Last updated 2026-02-21 10:12:54