Haemodynamics, fluids & transfusion

Development and internal validation of the Low Cardiac Index Score: a simplified bedside tool for continuous intraoperative screening

J Clin Monit ComputPublished Retrospective prediction model development and internal validation study

Authors' conclusion

The LCI score is a simple bedside rule-out tool for low cardiac index, with a score below 30 yielding a negative predictive value of 0.97.

Study context

Population
Adults undergoing major abdominal surgery with advanced haemodynamic monitoring (January 2023 to February 2026)42,346 timepoints
Participants
136 adults
Comparison
Low Cardiac Index (LCI) score vs Individual haemodynamic parameters
Outcome
Low cardiac index (pulse contour cardiac index < 2.2 l.min- 1.m- 2), test-set performance
Methodological detailssingle-centre, 80/20 patient-level split, patient-level cluster bootstrap
  • Single-centre
  • 80/20 patient-level split
  • Patient-level cluster bootstrap

Performance

As reported in the abstract

Detection of low cardiac index (LCI score, threshold ≥ 30), test set

AUC

0.84

95% CI 0.75, 0.91

Sensitivity

0.92

0.80, 0.99

NPV

0.97

0.92, 1.00

Further findings

Stability across random splits

Performance stable across 20 random splits

Original publication

Development and internal validation of the Low Cardiac Index Score: a simplified bedside tool for continuous intraoperative screening. J Clin Monit Comput. Published 17 August 2026. doi:10.1007/s10877-026-01482-4

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