Pediatric Immunization Timing Constraint Verification Benchmark

#timing constraint verification #eligibility assessment #schedule consistency checking #pediatric immunization scheduling #vaccination eligibility assessment #immunization schedule compliance

5000
0.3GB
JSON
CATL
MOBIUSI INC

Updated:2026-10-19

AI Analysis & Value Prop

This benchmark presents structured JSON cases with a child's age and health conditions, prior immunization records, explicitly provided eligibility ages and dose intervals, contraindications, and a proposed schedule to verify. Annotations report whether the schedule satisfies the stated constraints, identify any violations, and provide a concise validation summary, covering timing and eligibility checks in general pediatric immunization assessment. It supports evaluation and improvement of model reasoning over explicit rules and is not a substitute for clinical judgment or current immunization guidance.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
case_input	object	Original JSON input containing the child's age and conditions, prior doses, explicitly provided rules, and proposed schedule.
violations	array	The explicit constraints violated by the proposed schedule; empty when the schedule satisfies all stated constraints.
is_compliant	boolean	Whether every proposed dose satisfies the explicitly provided age, dose-interval, and contraindication constraints. This does not mean that unstated series-completion requirements were checked.
validation_summary	string	A concise summary of the constraint evaluation based only on the rules provided in the case.

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 JSON case provides a child's age and relevant conditions, prior immunization records, rules explicitly stated in the case, and a proposed schedule to verify. Labels include a compliance decision, constraint violations, and a validation summary.

Does a compliant label mean the full immunization series follows official guidance?: No. The decision checks only the explicitly provided eligibility ages, dose intervals, and contraindications. Series-completion requirements or other guidance not stated in the case should not be considered verified. The benchmark is for model evaluation and does not replace professional clinical judgment.

Which capabilities can this benchmark evaluate?: It can evaluate constraint verification, temporal reasoning, immunization eligibility assessment, and the ability to summarize reasons for violations in structured cases. It can also support regression testing for related systems.

How can the data be obtained, and what are the licensing terms?: Please consult the dataset listing or provider for availability and licensing details. Before use, review the license, redistribution restrictions, and permitted scope; the specific terms cannot be determined from the benchmark name alone.

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Cite this Work

@dataset{Mobiusi2026,
  title={Pediatric Immunization Timing Constraint Verification Benchmark},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/fe4cefe433e5ddaf277dbd336eca121d?dataset_scene_cate_type=3},
  urldate={2026-10-12},
  keywords={pediatric immunization,vaccine timing,dose interval verification,childhood vaccination assessment,contraindication checking,constraint reasoning benchmark,medical AI evaluation,JSON healthcare data},
  version={1.0}
}

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