GIDS Score for ICU Mortality Prediction in Patients with Digestive Disease

A prospective observational study dataset evaluating the Gastrointestinal Dysfunction Score (GIDS) for predicting 28-day mortality in ICU patients with pre-existing digestive system disease. The dataset includes 486 adult ICU patients, with 359 in the GI cohort, and was created by Yiming Shi. It was last updated on May 28, 2026.

Use Cases

• Evaluating the predictive performance of the Gastrointestinal Dysfunction Score (GIDS) based on the study's AUC comparisons.
• Comparing organ failure scoring systems (SOFA vs. GIDS) for mortality risk stratification based on the study's objective.
• Analyzing the impact of pre-existing digestive disease on ICU outcomes based on the cohort stratification described.
• Developing combined scoring models (GIDS+SOFA) for improved mortality discrimination based on the study's results.

Strengths

• Includes 486 patient records from a prospective observational study.
• Focuses on a specific clinical cohort of 359 patients with pre-existing digestive system disease.
• Provides comparative performance metrics (AUC values) for GIDS, SOFA, and their combination.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Data is from a single-center study; geographic and institutional bias may be present.

Provenance

Source

figshare

Collection Method

Single-center prospective observational study.

Freshness

Last updated 2026-05-28 04:51:51; freshness should be verified.