The Complete Inpatient Record Using Comprehensive Electronic Data (CIRCE) project: A team-based approach to clinically validated, research-ready electronic health record data.

Introduction: The rapid adoption of electronic health record (EHR) systems has resulted in extensive archives of data relevant to clinical research, hospital operations, and the development of learning health systems. However, EHR data are not frequently available, cleaned, standardized, validated, and ready for use by stakeholders. We describe an in-progress effort to overcome these challenges with cooperative, systematic data extraction and validation.

Leveraging the electronic health record to identify delivery of goal-concordant care.

Background: Goal-concordant care (GCC) is recognized as the highest quality of care and most important outcome measure for serious illness research, yet there is no agreed-upon or validated method to measure it.

Objective: Assess feasibility of measuring GCC using clinical documentation in the electronic health record (EHR).

Design: Retrospective chart review study.

A Quantitative Study of Decision Thresholds for Initiation of Antibiotics in Suspected Sepsis.

Background: Clinicians' decision thresholds for initiating antibiotics in patients with suspected sepsis have not been quantified. We aimed to define an average threshold of infection likelihood at which clinicians initiate antibiotics when treating a patient with suspected infection and to evaluate the influence of severity of illness and clinician-related factors on the threshold.

Design: This was a prospective survey of 153 clinicians responding to 8 clinical vignettes constructed from real-world data from 3 health care systems in the United States.