Adolescent Vaccination Schedule Constraint Verification Benchmark

#timing constraint verification #schedule consistency checking #vaccination eligibility assessment #adolescent immunization scheduling #vaccination schedule compliance #clinical decision support

5000
0.5GB
JSON
CATL
MOBIUSI INC

Updated:2026-10-24

AI Analysis & Value Prop

This benchmark presents structured JSON cases containing adolescent age, prior immunization history, risk information, and proposed vaccination plans, together with explicit, versioned schedule constraints and reference validation outcomes. It covers checks such as vaccination timing, dose intervals, and prior doses, supporting evaluation of constraint reasoning and verification in adolescent preventive care research.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
benchmark_case	object	The original adolescent profile, prior immunization history, risk factors, and proposed vaccination plan.
benchmark_match	boolean	Whether the computed validation outcome matches the reference expected outcome.
computed_validation	object	The validation outcome computed from the case data and the selected schedule constraints.
expected_validation	object	The reference validation outcome supplied with the benchmark case.
schedule_constraints	object	The explicit, versioned immunization program constraints used to assess 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 data does the benchmark contain?: Each JSON case provides an adolescent profile, prior immunization history, risk factors, and a proposed vaccination plan. It also includes applicable versioned schedule constraints, an expected validation outcome, and a computed outcome for comparison.

Which capabilities can it evaluate?: The benchmark evaluates whether a model can use the supplied constraints to check vaccination timing, dose intervals, and prior doses, and determine whether its computed result matches the reference outcome.

Are the schedule constraints versioned?: Yes. Cases are paired with explicitly versioned vaccination schedule constraints to support reproducible evaluation and traceable results. Users should still consult current guidance and applicable local requirements.

Can this benchmark be used to make clinical vaccination decisions?: The dataset is intended for model evaluation, research, and system validation. It is not a substitute for individualized medical advice or clinical decisions. Real-world use requires assessment by qualified professionals under applicable guidance.

How can the data be accessed and used?: The structured JSON cases are suitable for building evaluation workflows or validating constraint-reasoning systems. Refer to the dataset listing or provider for availability, permitted uses, and licensing terms.

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Cite this Work

@dataset{Mobiusi2026,
  title={Adolescent Vaccination Schedule Constraint Verification Benchmark},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/4649f7119930c2794621a523f6046ab3},
  urldate={2026-10-12},
  keywords={adolescent vaccination,vaccination schedule verification,immunization benchmark,schedule constraints,dose interval checking,immunization history,healthcare AI evaluation,adolescent preventive care},
  version={1.0}
}

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