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. 2024 Jun 19;105:105206. doi: 10.1016/j.ebiom.2024.105206

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This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).

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Fig. 4 — Retrospective model and logistic regression AUCs and importance scores. Retrospective institutional, conservative, and control (logistic regression) models AUCs over time alongside retrospective conservative model importance score analysis. Panel a displays AUCs at each prediction timepoint for each model. Panels b and c show importance score analysis: b shows averaged ranked variable importance scores over all prediction timepoints and c 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). Importance score rank of top three strongest predictor variables for the conservative model at each prediction interval.