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. 2020 Jul 31;24:478. doi: 10.1186/s13054-020-03179-9

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© The Author(s) 2020

Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

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Fig. 4 — Importance matrix plot of the RF model. This importance matrix plot depicts the importance of each covariate in the development of the final predictive model. Abbreviations: HGB, hemoglobin; eGFR, estimated glomerular filtration rate; CKD-EPI, Chronic Kidney Disease Epidemiology Collaboration; LV, left ventricular; MAP, mean arterial pressure; PCA, principal component analysis; BMI, body mass index; RV, real variability; HR, heart rate; SBP, systolic blood pressure; LVEDD, left ventricular end-diastolic diameter; HTN, hypertension; FFP, fresh frozen plasma; PLT, platelet; ASA, American Society of Anesthesiologists; CHF, congestive heart failure; DM, diabetes mellitus; CCS, Canadian Cardiovascular Society; CABG, coronary artery bypass grafting; ARB, angiotensin II receptor blocker, COPD, chronic obstructive pulmonary disease; OHA, oral hypoglycemic agent; ER, emergency room; ACEi, angiotensin-converting-enzyme inhibitor; CAD, coronary artery disease; PAOD, peripheral artery occlusive disease