Construct · 1 fields · 1 citations

calibration drift: a standalone construct

One name. One construct. A landmark on the map.

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calibrationdrift1 CONSTRUCTCalibration driftDAVIS · CLINICAL PREDICTION

A single standalone construct; nearby constructs are located against it in the Collider. Tap a field for its definition, unit, and measures.

Clinical prediction

the deterioration over time in agreement between a deployed model's predicted risks and observed outcome rates as populations and practice change.

In clinical prediction, calibration drift refers to the deterioration over time in agreement between a deployed model's predicted risks and observed outcome rates as populations and practice change. This meaning comes from Davis (2017) in Journal of the American Medical Informatics Association.[1]

Unit
Recovery means
Measured by

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Nearby constructs

agreement4 fields · 7 citationsjingle · one word, four constructsassociation4 fields · 4 citationsjingle · one word, four constructscalibration3 fields · 5 citationsjingle · one word, three constructs

References

  1. Davis, S. E., Lasko, T. A., Chen, G., Siew, E. D., & Matheny, M. E. (2017). Calibration drift in regression and machine learning models for acute kidney injury. Journal of the American Medical Informatics Association, 24(6), 1052-1061. https://doi.org/10.1093/jamia/ocx030

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