Pediatric Inpatient Care Plan Cross-Order Consistency Benchmark
#cross-order consistency verification #conflict detection #duplicate order identification #pediatric inpatient care management #clinical care plan verification #patient safety assessment
- 5000
- 0.3GB
- JSON
- CATL
MOBIUSI INC
Updated:2026-10-19
AI Analysis & Value Prop
This JSON benchmark represents pediatric inpatient care plans with orders for diet, activity, tests, monitoring, and treatment, along with applicable rules for checking relationships among orders. Its annotations identify conflicts, duplicates, and arrangements that cannot be carried out simultaneously, enabling evaluation of a model's ability to reason about constraints across multiple orders. It is suitable for pediatric ward care-plan review, clinical decision support research, and domain-specific medical model evaluation.
Dataset Insights
Sample Examples
{}
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| overall_status | string | The derived overall consistency status of the care plan. |
| care_plan_record | object | The original structured record containing patient context, care orders, and applicable rules. |
| consistency_findings | array | Derived findings that identify conflicting, duplicate, or mutually infeasible orders. |
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 benchmark contain?
- The JSON records include patient context, care orders for diet, activity, tests, monitoring, and treatment, plus applicable rules. They also provide consistency findings and an overall status for the care plan.
- Which capabilities does it evaluate?
- It focuses on whether a model can apply relevant rules across multiple orders to identify conflicts, duplicates, and arrangements that cannot be carried out simultaneously, rather than checking each order in isolation.
- How can I access or use the benchmark?
- Check the product page for available formats, access options, and usage instructions. The structured JSON format is designed for evaluation workflows and domain-specific model validation.
- What are the licensing terms and intended use?
- Refer to the product page or the license provided with the data for the applicable terms. The benchmark is intended for research and model evaluation related to pediatric inpatient care plans; it does not replace clinical judgment or support unvalidated real-world treatment decisions.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2026,
title={Pediatric Inpatient Care Plan Cross-Order Consistency Benchmark},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/83ef5cce3e003e012cb0d176048066de?dataset_task_cate_id=1},
urldate={2026-10-12},
keywords={pediatric inpatient dataset,order consistency benchmark,care plan review,clinical constraint reasoning,pediatric healthcare AI,medical model evaluation,order conflict detection,JSON medical data},
version={1.0}
}Using this in research? Please cite us.
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