Primary Care Prescription Constraint Evaluation Dataset

#prescription constraint verification #violation detection #evidence-based reasoning #primary care prescription review #medication safety assessment #clinical decision support

5000
0.4GB
JSON
CATL
MOBIUSI INC

Updated:2026-10-19

AI Analysis & Value Prop

This evaluation dataset uses structured JSON to capture primary care patients' medication backgrounds, proposed prescriptions, and related safety constraints, including allergies, prior medication use, patient-specific factors, and dosage limits. Each case is labeled to indicate whether the proposed prescription violates a constraint; violations include specific reasons and supporting evidence. The data supports systematic evaluation of prescription safety reasoning, clinical decision support models, and medication safety workflows.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
case_input	object	Structured JSON containing the patient's medication background, proposed prescription, and relevant constraints.
violation_reasons	array	Lists each violated constraint, its specific reason, and supporting evidence; an empty array indicates no constraint violation.
has_constraint_violation	boolean	Indicates whether the proposed prescription violates any stated prescription safety constraint.

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 case uses a JSON structure to record a patient's medication background, a proposed prescription, and relevant constraints, with a label indicating whether a violation is present. When a violation occurs, the record also identifies the constraint, explains the reason, and provides supporting evidence.

Which model capabilities can it evaluate?: The dataset can evaluate how well a model understands and verifies prescription safety conditions, including medication or allergy conflicts, dosage limits, and explanations of violations. It is suitable for automated evaluation and research into clinical constraint reasoning.

Where can I find dataset size and quality details?: The available description does not specify the sample count or quality metrics. Refer to the product page for published information on dataset size, field definitions, annotation guidance, and updates. Before use, consider sampling the data to check its structure and label fit for your task.

How can I access the data, and what licensing applies?: Access methods, permitted uses, and licensing terms are determined by the product listing or the provider's official documentation. Follow the applicable license, and do not use evaluation results as a substitute for professional clinical judgment.

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Cite this Work

@dataset{Mobiusi2026,
  title={Primary Care Prescription Constraint Evaluation Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/eb53620452b205d0478781b7219d75c6},
  urldate={2026-10-13},
  keywords={primary care prescription data,medication safety evaluation dataset,prescription constraint verification,clinical constraint reasoning,drug allergy screening,dosage limit checking,prescription violation detection,medical JSON data},
  version={1.0}
}

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