CareTransition-Audit: A Clinician-Validated Benchmark for Discharge Summary Completeness

A clinician-validated benchmark for auditing the completeness of hospital discharge summaries, derived from the MIMIC-IV database. The dataset was released by CentificAIResearch alongside a paper presented at SD4H @ ICML 2026 and was last updated on June 22, 2026.

Use Cases

• Auditing the completeness of hospital discharge summaries based on a clinician-validated rubric.
• Training or evaluating NLP models for automated clinical documentation review.
• Studying information gaps in care transitions using structured labels derived from MIMIC-IV data.

Strengths

• Clinician-validated benchmark, suggesting a degree of expert review.
• Derived from the established MIMIC-IV clinical database.
• Released alongside a peer-reviewed paper for SD4H @ ICML 2026.

Limitations

• Access to the underlying MIMIC-IV database is required, which involves a separate credentialing process.
• Row count and column-level documentation are unknown, limiting suitability assessment.
• The sample provided in the repository may not represent the full benchmark scale.

Provenance

Source

MIMIC-IV database.

Collection Method

Derived and annotated to create an audit benchmark.

Freshness

Last updated 2026-06-22 17:16:40.