Calibrating machine learning approaches for probability estimation: A short expansion

F.O. and A.Z. are listed as co-inventors of an international patent on the use of a computing device to estimate the probability of myocardial infarction (International Publication Number WO2022043229A1). F.O. is shareholder of the ART-EMIS Hamburg GmbH. A.Z. is scientific director of Cardio-CARE, which is shareholder of the ART-EMIS Hamburg GmbH. A.Z. is associate editor of Stat. Med. Data sharing is not applicable to this article as no new data were created in this study. The code for and all results from the simulation study are available as Supporting Information. Please note: The publisher is not responsible for the content or functionality of any supporting information supplied by the authors. Any queries (other than missing content) should be directed to the corresponding author for the article.