Surgical Critical Care Medication Constraint Verification Benchmark
- Records
- 6540
- Size
- 0.3GB
- Format
- JSON
- Provider
MOBIUSI INC- Updated
- v1.02026-11-04
This benchmark represents surgical critical care cases in structured JSON, including patient status, medication regimens, and explicit verification constraints covering dosage, allergies, organ function, and drug interactions. Each case provides a compliance judgment, specific violations, a violation count, and a verification summary, supporting evaluation of models that identify medication-regimen issues and produce structured verification results. It is intended for domain-specific model evaluation and medication safety research, not as a substitute for professional clinical judgment.
Overview
Dataset Insights
Preview
Sample Examples
Schema
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| case_input | object | Original structured case data containing patient status, medication regimen, and verification constraints. |
| violations | array | Specific constraint violations identified during verification; an empty array indicates that no violations were found. |
| is_compliant | boolean | Indicates whether the medication regimen satisfies all provided constraints. |
| violation_count | integer | Total number of identified violations. |
| verification_summary | string | Concise summary of the verification outcome and its basis. |
Trust
Compliance Statement
Authorization Type
Proprietary - Commercial AI Training License (No Redistribution)
Commercial Use
Requires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and Anonymization
No PII, no real company names, simulated scenarios follow industry standards
Compliance System
Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs
FAQ
Frequently Asked Questions
- What does the benchmark contain?
- Cases are structured as JSON and include patient status, medication regimens, and verification constraints covering dosage, allergies, organ function, and drug interactions. They also provide a compliance judgment, identified violations, a violation count, and a verification summary.
- Which model capabilities can it evaluate?
- It can assess whether a model applies the provided constraints to determine medication-regimen compliance, identifies specific violations, and returns a structured verification result.
- Can it be used directly for clinical decisions?
- No. The benchmark is intended for model evaluation and research, not as a replacement for clinical guidelines, pharmacist review, or physician judgment. Actual medication decisions should be made by qualified healthcare professionals.
- How can I obtain the data and confirm its license?
- Check the dataset provider or publication page for access instructions, permitted uses, and license terms. Review the applicable licensing and data governance requirements before use; do not assume unrestricted commercial or clinical use.
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Cite this Work
@dataset{Mobiusi2026,
title={Surgical Critical Care Medication Constraint Verification Benchmark},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/7fe125d33ef178df71aed12248ddfc4a?dataset_scene_cate_type=3},
urldate={2026-10-22},
keywords={surgical critical care dataset,medication constraint verification,clinical medication safety,drug interaction evaluation,dosage verification benchmark,medical AI evaluation,structured case data,clinical reasoning benchmark},
version={1.0}
}Using this in research? Please cite us.