Performance Metrics for an ESBL-Positivity Scoring System in Acute Cholangitis

Performance metrics evaluate a scoring system designed to predict ESBL-positivity status in patients with acute cholangitis. The dataset was authored by Phoomjai Sornsenee and last updated on March 17, 2026. It is a 5.5 KB Excel file shared under a CC-BY-4.0 license.

Use Cases

• Validate the scoring system's performance based on metrics like sensitivity and specificity mentioned in the platform tags.
• Compare the model's predictive accuracy for high-risk patients based on the 'High Risk' and '0 Point' tags.
• Assess the scoring system's utility for risk stratification in severe biliary infection, as indicated by the platform tags.

Strengths

• Dataset is small (5.5 KB), facilitating quick download and inspection.
• License is clearly defined as CC-BY-4.0, permitting open reuse with attribution.
• Last update date is precisely recorded as 2026-03-17 17:24:20.

Limitations

• Row count and column definitions are unknown, which limits suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

figshare

Collection Method

Likely contains calculated performance metrics from a clinical study.

Time Range

The study period is not specified in the input.

Freshness

Last updated 2026-03-17 17:24:20; freshness should be verified.

Geography

Geographic coverage is not specified in the input.