Pediatric Otolaryngology Emergency Triage Constraint Evaluation Dataset

#emergency triage verification #unsafe disposition detection #clinical constraint evaluation #pediatric otolaryngology emergency care #pediatric emergency triage #clinical safety assessment

5600
0.4GB
JSON
CATL
MOBIUSI INC

Updated:2026-11-05

AI Analysis & Value Prop

Structured JSON records describe pediatric otolaryngology emergency cases, associated symptoms and risk signals, and candidate triage recommendations with reference urgency levels. Each record also captures required escalation actions, safety constraints, compliance and dangerous-disposition labels, violated constraints, and an evaluation rationale, supporting systematic assessment of models' triage rule verification and safety risk recognition. The dataset is suited to model validation, error analysis, and safety evaluation in pediatric otolaryngology.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
case_input	object	The original structured case record and candidate triage recommendation provided as input.
triage_compliant	boolean	Whether the candidate recommendation meets the reference urgency, escalation, and safety constraints.
reference_urgency	string	The benchmark reference urgency level assigned to the case.
safety_constraints	array	Actions or delays that are explicitly required or prohibited to prevent unsafe triage.
required_escalation	array	Escalation actions required by the case risk signals and reference urgency.
evaluation_rationale	string	A concise explanation connecting the case risk signals to the compliance judgment and any dangerous-disposition finding.
violated_constraints	array	Safety constraints violated by the candidate recommendation.
dangerous_disposition	boolean	Whether the candidate recommendation creates an unsafe risk of under-triage or delayed emergency care.

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 record includes case input and a candidate triage recommendation, along with reference urgency, required escalation actions, safety constraints, compliance and dangerous-disposition labels, violated constraints, and an evaluation rationale.

Which capabilities can it evaluate?: It can assess whether a model follows case-specific risk conditions, judges triage recommendations for compliance, identifies dispositions that may under-triage a patient or delay emergency care, and verifies required escalation.

Can the dataset be used for clinical triage?: It is intended for model evaluation and research, not as a clinical triage guideline or a basis for managing real patients. Real-world medical decisions should be made by qualified healthcare professionals under applicable clinical standards.

How can I access the data and check its license?: Check the dataset product listing for available access methods, file specifications, and license terms. Confirm that the license covers your intended research, commercial deployment, or redistribution before use.

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Cite this Work

@dataset{Mobiusi2026,
  title={Pediatric Otolaryngology Emergency Triage Constraint Evaluation Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/aea450f8ff15b0d49096db7504ac27d7},
  urldate={2026-10-22},
  keywords={pediatric otolaryngology emergencies,pediatric emergency triage,triage constraint benchmark,medical safety evaluation dataset,constraint verification data,dangerous disposition detection,clinical decision evaluation,pediatric healthcare AI},
  version={1.0}
}

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