Primary Care Triage Disposition Safety Constraint Benchmark Dataset

#safety constraint verification #clinical red flag detection #triage disposition assessment #primary care triage #patient risk assessment #clinical decision support

5000
0.3GB
JSON
CATL
MOBIUSI INC

Updated:2026-10-19

AI Analysis & Value Prop

This dataset contains structured JSON records of patient presentations, symptoms, vital signs, and candidate dispositions, annotated with assessed urgency, red flags, disposition concordance, and constraint violations. Focused on safety constraints in primary care triage, it helps evaluate whether models can align proposed dispositions with patient risk and explain their assessments. It supports medical AI safety evaluation, triage decision review, and constraint reasoning research.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
source_record	object	The original JSON record containing the patient's presentation, vital signs, and candidate disposition.
urgency_level	string	The urgency level indicated by the patient's presentation and risk information.
safety_rationale	string	An explanation of how the patient's presentation and red flags support the disposition assessment.
red_flag_findings	array	Symptoms, measurements, or other findings identified as indicators of potential serious risk.
constraint_violations	array	Safety constraints or triage requirements that the proposed disposition fails to satisfy.
disposition_concordant	boolean	Whether the candidate disposition is consistent with the patient's urgency and risk information.

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?: The JSON records include patient presentations, symptoms, vital signs, and candidate dispositions, with annotations for urgency, disposition concordance, red flags, constraint violations, and safety rationale.

Which capabilities can it evaluate?: It can support evaluation of a model's ability to identify red flags from patient risk information, assess urgency, verify whether a candidate disposition satisfies safety constraints, and provide a rationale.

How can I access the data and check its license?: Refer to the dataset product page for the available access method, sample records, and license terms. Before research, development, or commercial use, review the permitted scope, restrictions, and applicable data compliance requirements.

Can this dataset be used for real-world clinical triage?: The dataset is intended for domain evaluation and research, not as a standalone basis for clinical diagnosis or disposition. Real-world clinical use requires review by qualified medical professionals and compliance with applicable safety, privacy, and regulatory requirements.

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Cite this Work

@dataset{Mobiusi2026,
  title={Primary Care Triage Disposition Safety Constraint Benchmark Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/c589f383bff3e0ba3fb35ffef26ac616?dataset_scene_cate_type=3},
  urldate={2026-10-13},
  keywords={primary care triage dataset,medical triage safety benchmark,disposition constraint verification,clinical red flag identification,medical AI benchmark,patient urgency assessment,triage decision concordance,medical constraint reasoning},
  version={1.0}
}

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