Toward systems-centered analysis of patient safety events: Improving root cause analysis by optimized incident classification and information presentation.

Our study demonstrated the feasibility of using multilabel text classification for identifying safety-related information from the narrative description of patient safety events. The extracted information when grouped by safety-related information can better aid human experts to conduct systems-centered RCA and disclose system vulnerabilities.