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Updated: Jun 24, 2026

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
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Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack

Published on: May 15, 2020

Cracks in the AI Crystal Ball: Why Clinical Prediction Tools Fall Short in the Real World

David Gamble1, Andrew Wong2, Amiran Baduashvili3

  • 1Division of Hospital Medicine, Department of Medicine, University of Colorado School of Medicine, Aurora, CO, USA.

Journal of General Internal Medicine
|June 22, 2026
PubMed
Summary

No abstract available in PubMed .

Related Concept Videos

Prediction Intervals01:03

Prediction Intervals

The interval estimate of any variable is known as the prediction interval. It helps decide if a point estimate is dependable.
However, the point estimate is most likely not the exact value of the population parameter, but close to it. After calculating point estimates, we construct interval estimates, called confidence intervals or prediction intervals. This prediction interval comprises a range of values unlike the point estimate and is a better predictor of the observed sample value, y. 
The...