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  • crossed screw fixation x
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Christoph H. Lohmann Department of Orthopeadic Surgery, Otto-von-Guericke University, Leipziger Str. 44,39120 Magdeburg, Germany

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Sanjiv Rampal Department of Orthopeadic Surgery, Otto-von-Guericke University, Leipziger Str. 44,39120 Magdeburg, Germany

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Martin Lohrengel Department of Orthopeadic Surgery, Otto-von-Guericke University, Leipziger Str. 44,39120 Magdeburg, Germany

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Gurpal Singh Division of Musculoskeletal Oncology, University Orthopaedics Hand and Reconstructive Microsurgery Cluster, National University Health System, 1E Kent Ridge Road, 119228 Singapore

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seeking joint replacement. Peri-prosthetic osteolysis in TKA is commonly found in the proximal tibia, below the tibial component. In our own institution however, we observed a high number of patients with uncemented NK II implants and screw fixation

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Timothy Bage The Peripheral Nerve Injury Service, Queen Elizabeth Hospital Birmingham, Birmingham, UK

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Dominic M. Power The Peripheral Nerve Injury Service, Queen Elizabeth Hospital Birmingham, Birmingham, UK

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implant. The exploration should be planned after communication with the primary surgeon because in some situations there is a requirement for revision of the fixation or arthroplasty in order to improve the potential for recovery in the affected nerve

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Ricardo Sousa Department of Orthopaedics, Centro Hospitalar Universitário do Porto, Porto, Portugal
Porto Bone and Joint Infection Group (GRIP), Centro Hospitalar Universitário do Porto and Grupo TrofaSaude, Portugal

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André Carvalho Department of Orthopaedics, Centro Hospitalar Universitário do Porto, Porto, Portugal

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Ana Cláudia Santos Porto Bone and Joint Infection Group (GRIP), Centro Hospitalar Universitário do Porto and Grupo TrofaSaude, Portugal
Department of Microbiology, Centro Hospitalar Universitário do Porto, Porto, Portugal

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Miguel Araújo Abreu Porto Bone and Joint Infection Group (GRIP), Centro Hospitalar Universitário do Porto and Grupo TrofaSaude, Portugal
Department of Microbiology, Centro Hospitalar Universitário do Porto, Porto, Portugal

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presence of implants, such as screws, plates or even artificial joints that are frequently utilized in orthopaedic and trauma surgery. It is known that the presence of a foreign body reduces the amount of bacterial inoculum required to cause infection by a

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Giorgio Perino Department of Orthopedics and Orthopedic Surgery, University Medicine Greifswald, Greifswald, Germany

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Ivan De Martino Division of Orthopaedics and Traumatology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy

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Lingxin Zhang Department of Pathology and Laboratory Medicine, Sinai Health System, Toronto, Canada

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Zhidao Xia Centre for Nanohealth, Swansea University Medical School, Singleton Park, Swansea, UK

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Jiri Gallo Department of Orthopaedics, Faculty of Medicine and Dentistry, University Hospital, Palacky University Olomouc, Czech Republic

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Shonali Natu Department of Pathology, University Hospital of North Tees and Hartlepool NHS Foundation Trust, Stockton-on-Tees, UK

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David Langton Orthopaedic Department, Freeman Hospital, Newcastle upon Tyne, UK

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Monika Huber Pathologisch-bakteriologisches Institut, Otto Wagner Spital, Wien, Austria

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Anastasia Rakow Department of Orthopedics and Orthopedic Surgery, University Medicine Greifswald, Greifswald, Germany

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Janosch Schoon Department of Orthopedics and Orthopedic Surgery, University Medicine Greifswald, Greifswald, Germany

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Enrique Gomez-Barrena Servicio de Cirugía Ortopédica y Traumatología, Hospital Universitario La Paz-IdiPAZ, Universidad Autónoma de Madrid, Madrid, Spain

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Veit Krenn MVZ-Zentrum für Histologie, Zytologie und Molekulare Diagnostik-GmbH, Trier, Germany

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, without making a clear distinction between conventional and corrosion metallic wear and therefore adding uncertainty to its clinical significance. In addition, metallic debris can also be generated by fixation devices, such as broken metallic screws

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Jacobien H.F. Oosterhoff Department of Orthopaedic Surgery, Amsterdam UMC, University of Amsterdam, the Netherlands
Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA

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Job N. Doornberg Department of Orthopaedic Surgery, Amsterdam UMC, University of Amsterdam, the Netherlands
Department of Orthopaedic & Trauma Surgery, Flinders Medical Centre, Flinders University, Adelaide, SA, Australia

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Machine Learning Consortium Members of the Machine Learning Consortium: Paul Algra, Michel van den Bekerom, Mohit Bhandari, Michiel Bongers, Charles Court-Brown, Anne-Eva Bulstra, Geert Buijze, Sofia Bzovsky, Neil Chen, Job Doornberg, Andrew Duckworth, J. Carel Goslings, Benjamin Gravesteijn, Olivier Groot, Gordon Guyatt, Laurent Hendrickx, Dirk-Jan Hofstee, Frank IJpma, Ruurd Jaarsma, Stein Janssen, Paul Jutte, Aditya Karhade, Lucien Keijser, Gino Kerkhoffs, David Langerhuizen, Jonathan Lans, Wouter Mallee, Matthew Moran, Margaret McQueen, Marjolein Mulders, Miryam Obdeijn, Tarandeep Oberai, Jacobien H.F. Oosterhoff, Rudolf Poolman, David Ring, Paul Tornetta III, Joseph Schwab, Emil H. Schemitsch, Niels Schep, Inger Schipper, Bram Schoolmeesters, Marc Swiontkowski, David Sanders, Sheila Sprague, Ewout Steyerberg, Stephen D. Walter, Monique Walenkamp

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data and nested case-control studies fit best for prognostic modelling whereas cross-sectional and case-control study design fit better for diagnostic modelling. 62 The benefit of ML may be best realized with larger data sets, particularly those

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