Surgical Critical Care Medication Constraint Verification Benchmark

#Medication Constraint Verification #Structured Clinical Reasoning #Violation Detection Evaluation #Surgical Critical Care Medication Review #Clinical AI Evaluation #Medication Safety Research

6540
0.3GB
JSON
CATL
MOBIUSI INC

Updated:2026-11-04

AI Analysis & Value Prop

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.

Dataset Insights

Sample Examples

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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.

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

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}
}

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