Pediatric Immunization Constraint Verification Benchmark

#immunization constraint verification #vaccination eligibility assessment #contraindication detection #pediatric immunization management #vaccination schedule verification #vaccine safety assessment

5000
0.3GB
JSON
CATL
MOBIUSI INC

Updated:2026-10-14

AI Analysis & Value Prop

This benchmark presents structured JSON cases covering a child's age, prior immunization history, immune status, infection or exposure context, proposed vaccination plan, and applicable rules, including age requirements, dose intervals, and contraindications. Each case provides an overall verdict, per-constraint checks, identified violations, and a validation summary to assess models' constraint reasoning and plan verification in pediatric preventive immunization. It is intended for domain evaluation, rule-validation research, and testing clinical decision support systems, not as a substitute for professional medical judgment.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
case_input	object	Source case data, including patient context, immunization history, proposed plan, and applicable rules.
violations	array	Specific ways the proposed plan fails an applicable rule; empty when no violations are identified.
overall_verdict	string	Adjudicated conclusion on whether the proposed plan satisfies the applicable constraints.
constraint_checks	array	Per-rule assessment of the proposed plan against each applicable constraint.
validation_summary	string	Concise explanation of the adjudication, including material uncertainties when applicable.

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 information do the cases contain?: Cases are organized as JSON and include patient context, age, prior immunization history, immune status, infection or exposure details, a proposed vaccination plan, and relevant rules. Each case also provides an overall verdict, per-rule checks, violation details, and a validation summary.

Which capabilities can this benchmark evaluate?: It can assess whether a model checks a proposed plan against applicable constraints, including age requirements, dose intervals, and contraindications, and identifies compliant, violating, or uncertain cases.

Can the data be used directly to make clinical vaccination decisions?: It should not be used on its own to make clinical decisions or replace professional medical judgment. It is intended for model evaluation, rule-validation research, and testing decision support systems; vaccination decisions should be made by qualified healthcare professionals using current guidance and the individual child's circumstances.

How can I obtain the data and confirm its license?: Check the product page or the provider's published channels for available formats, access procedures, and licensing terms. Before use, review the permitted scope, redistribution restrictions, and applicable privacy and compliance requirements.

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Cite this Work

@dataset{Mobiusi2026,
  title={Pediatric Immunization Constraint Verification Benchmark},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/15007cdb32dcea479bd7c502b97da9f0},
  urldate={2026-10-12},
  keywords={pediatric immunization dataset,vaccination constraint verification,pediatric vaccine evaluation,dose interval rules,vaccine contraindication checks,clinical rule reasoning,medical AI benchmark,structured case data},
  version={1.0}
}

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