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[Preprint]. 2024 Feb 5:rs.3.rs-3617246. [Version 1] doi: 10.21203/rs.3.rs-3617246/v1

Figure 4. Retrospective Model and Logistic Regression AUCs and Importance Scores.

Figure 4

Retrospective institutional, conservative, and control (logistic regression) models AUCs over time alongside retrospective conservative model importance score analysis. Panels a and b display AUCs at each prediction timepoint for each model (a graphically, b in table format). Panels c and d show importance score analysis: c shows averaged ranked variable importance scores over all prediction timepoints and d shows temporal fluctuation in importance of the three predictor variables with the overall highest variable importance scores (10 = #1 overall predictor, 9 = #2 overall predictor, etc).