Pediatric Rheumatology Medication Order Constraint Verification Benchmark

#medication order verification #clinical constraint checking #violation detection #pediatric rheumatology treatment #medication order safety verification #clinical decision support

5000
0.4GB
JSON
CATL
MOBIUSI INC

Updated:2026-10-19

AI Analysis & Value Prop

This benchmark represents patient age, weight, medication regimens, doses, administration frequency, and relevant examination information in structured JSON, with verification conditions such as dose ranges, maximum doses, and contraindications for each case. It evaluates whether models can verify pediatric rheumatology medication orders against specified constraints, identify inconsistencies, and locate violations. It is intended for domain-specific model evaluation and medical AI safety research, not for treatment recommendations or clinical decision-making.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
violations	array	Structured list of the inconsistencies found, including their location and the applicable expected condition.
input_record	object	Original structured patient, medication order, and verification constraint data for one benchmark case.
violation_count	integer	Number of distinct constraint violations identified in the order.
validation_status	string	Overall benchmark result indicating whether the supplied medication order satisfies the specified constraints.

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 data does the benchmark contain?: Each case is represented as structured JSON with patient age, weight, medication regimen, dose, administration frequency, and relevant examination information. It also provides verification conditions such as dose ranges, maximum doses, and contraindications.

Which capabilities can this benchmark evaluate?: It can assess whether a model verifies medication orders against supplied conditions, determines the overall validation status, counts violations, and locates inconsistencies along with the applicable conditions.

Can the results be used for clinical prescribing or treatment recommendations?: No. This benchmark is intended for domain evaluation and research, not as a basis for diagnosis, prescription review, or treatment decisions. Actual medical decisions should be made by qualified professionals using the full clinical context.

How can I access the data and check its license?: Check the dataset product page or the provider's published channels for access details, and review the applicable license, privacy, and redistribution terms before use. Specific licensing conditions are not provided here.

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Cite this Work

@dataset{Mobiusi2026,
  title={Pediatric Rheumatology Medication Order Constraint Verification Benchmark},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/e7e0fdbd9be467edfd71013c3beb55e9},
  urldate={2026-10-12},
  keywords={pediatric rheumatology,medication order verification,dose constraint checking,prescription rule validation,medical AI evaluation,constraint reasoning benchmark,order violation localization,medical JSON data},
  version={1.0}
}

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