Pediatric Inpatient Medication Order Constraint Verification Benchmark

#medication order verification #clinical constraint checking #violation and omission detection #pediatric inpatient medication management #medication order safety verification #clinical decision support

5000
0.4GB
JSON
CATL
MOBIUSI INC

Updated:2026-10-14

AI Analysis & Value Prop

This JSON benchmark represents pediatric inpatient cases with patient age, weight, relevant medical history, medication orders, and explicitly stated constraints. Annotations indicate whether an order meets requirements such as dose ranges, single-dose or daily maximums, and eligibility conditions, while identifying violations or information gaps that prevent assessment. It supports evaluation of rule checking and constraint reasoning in pediatric medication scenarios, as well as research on prescription validation and clinical decision support; it is not 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	The original patient context, medication order, and applicable constraints provided for evaluation.
violations	array	Specific ways in which the medication order violates an applicable, explicitly provided constraint.
overall_status	string	The derived overall conclusion about whether the medication order satisfies the provided constraints.
information_gaps	array	Missing or ambiguous information that prevents reliable evaluation of one or more constraints.
constraint_checks	array	A rule-by-rule evaluation of the medication order against the explicitly provided 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 does the dataset contain?: Each case includes patient context, a medication order, and explicitly provided applicable constraints. Annotations include an overall conclusion, rule-by-rule checks, identified violations, and information gaps.

What format is used, and which capabilities can it evaluate?: Cases are organized as JSON and can be used to assess whether a model checks orders against provided dose ranges, single-dose or daily maximums, and eligibility conditions, while recognizing violations and cases that cannot be determined.

Does this benchmark provide clinical medication recommendations?: No. Evaluations are based on constraints explicitly stated in each case and should not be treated as prescribing advice or clinical decisions. Real-world care requires qualified professionals to consult authoritative sources and assess the full clinical context.

How can I access the data and check its license?: Refer to the dataset product page or the publisher's distribution channel for access details, file specifications, and licensing terms. Confirm that the license covers your intended research, model training, or commercial use before proceeding.

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Cite this Work

@dataset{Mobiusi2026,
  title={Pediatric Inpatient Medication Order Constraint Verification Benchmark},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/d9822a6c4980014506665346ee547232},
  urldate={2026-10-12},
  keywords={pediatric medication dataset,inpatient medication orders,pediatric dose verification,medication constraint reasoning,prescription rule checking,medication safety evaluation,clinical benchmark data,medical JSON dataset},
  version={1.0}
}

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