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Akademický článek

Effects of machine learning errors on human decision-making: manipulations of model accuracy, error types, and error importance

Autor: Laura E. Matzen, Zoe N. Gastelum, Breannan C. Howell, Kristin M. Divis, Mallory C. Stites

Publikováno v: Cognitive Research, Vol 9, Iss 1, Pp 1-29 (2024)

Abstract This study addressed the cognitive impacts of providing correct and incorrect machine learning (ML) outputs in support of an object detection task. The study consisted of five experiments that manipulated the accuracy and importance of mock

Externí odkaz: https://doaj.org/article/1586519e93b24cb098dbf9a9ae35fb6a

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Akademický článek

Addition of vancomycin to cefazolin is often unnecessary for preoperative antibiotic prophylaxis during total joint arthroplasties

Autor: Sandeep S. Bains, Jeremy A. Dubin, Daniel Hameed, Zhongming Chen, Mallory C. Moore, Ashesh Shrestha, James Nace, Ronald E. Delanois

Publikováno v: Arthroplasty, Vol 6, Iss 1, Pp 1-7 (2024)

Abstract Purpose The gold standard to decrease total joint arthroplasty (TJA) periprosthetic joint infection (PJI) is preoperative antibiotic prophylaxis. Despite substantial prevention efforts, rates of PJIs are increasing. While cefazolin is the dr

Externí odkaz: https://doaj.org/article/b9cf335bdc6649a0ac7a84859216c167

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