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. 2021 Jul 8;11:14169. doi: 10.1038/s41598-021-93573-2

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© The Author(s) 2021

Open Access This 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/.

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Overview of the models and the scheduler performance. (A) Distribution of the actual and the scheduler-predicted case time in minutes, (B) distribution of the actual and the RVU-model-predicted case time in minutes, (C) distribution of the actual and the CPT-model-predicted case time in minutes, (D) percentage of cases predicted under, over, and on-time. Predicted case time within 20%, and > 20% under or over the actual case time are depicted in black, red, and blue, respectively.