Admission Biochemical-Coagulation Scoring Protocol for Acute Pancreatitis

A reproducible protocol for developing and validating a risk-stratification score for multiple organ dysfunction syndrome in acute pancreatitis. The method uses routine laboratory tests obtained within 24 hours of hospital admission. The workflow was authored by Tingting Cui and last updated in June 2026.

Use Cases

• Developing a predictive model for organ dysfunction based on admission laboratory markers.
• Benchmarking new severity scores against established clinical frameworks.
• Creating a structured risk-stratification tool to inform early monitoring and resource allocation.

Strengths

• Protocol is explicitly reproducible, covering development, validation, and application steps.
• The dataset is openly licensed under CC-BY-4.0.
• The workflow retains continuous laboratory variables during model development to reduce information loss.

Limitations

• The dataset is small at 129.8 KB, indicating limited scope.
• Row count and specific column definitions are unknown, requiring manual inspection after download.
• The description does not specify the geographic or institutional origin of the underlying cohort data.

Provenance

Source

figshare, author Tingting Cui

Collection Method

Protocol for multicenter cohort assembly, data processing, and penalized regression model development.

Freshness

Last updated 2026-06-03 06:36:05