Response to Comment on: "Black Box Prediction Methods in Sports Medicine Deserve a Red Card for Reckless Practice: A Change of Tactics is Needed to Advance Athlete Care"

Garrett S Bullock^{1

2

3}, Tom Hughes^{4

5}, Amelia H Arundale^{6

7}, Patrick Ward⁸, Gary S Collins^{9

10

11}, Stefan Kluzek^{12

9

13}

Affiliations

¹ Department of Orthopaedic Surgery and Rehabilitation, Wake Forest School of Medicine, Winston-Salem, NC, USA. gbullock@wakehealth.edu.
² Centre for Sport, Exercise and Osteoarthritis Research Versus Arthritis, University of Oxford, Oxford, UK. gbullock@wakehealth.edu.
³ Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, University of Oxford, Oxford, UK. gbullock@wakehealth.edu.
⁴ Manchester United Football Club, Manchester, UK.
⁵ Department of Health Professions, Manchester Metropolitan University, Manchester, UK.
⁶ Red Bull Athlete Performance Center, Thalgua, Austria.
⁷ Icahn School of Medicine, Mount Sinai Health System, New York, USA.
⁸ Seattle Seahawks, Seattle, USA.
⁹ Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, University of Oxford, Oxford, UK.
¹⁰ Centre for Statistics in Medicine, University of Oxford, Oxford, UK.
¹¹ Oxford University Hospitals NHS Foundation Trust, Oxford, UK.
¹² Centre for Sport, Exercise and Osteoarthritis Research Versus Arthritis, University of Oxford, Oxford, UK.
¹³ University of Nottingham, Nottingham, UK.

Comment

Garrett S Bullock et al. Sports Med. 2022 Nov.

. 2022 Nov;52(11):2799-2801.

doi: 10.1007/s40279-022-01737-5. Epub 2022 Jul 23.

Garrett S Bullock^{1

2

3}, Tom Hughes^{4

5}, Amelia H Arundale^{6

7}, Patrick Ward⁸, Gary S Collins^{9

10

11}, Stefan Kluzek^{12

9

13}

¹ Department of Orthopaedic Surgery and Rehabilitation, Wake Forest School of Medicine, Winston-Salem, NC, USA. gbullock@wakehealth.edu.
² Centre for Sport, Exercise and Osteoarthritis Research Versus Arthritis, University of Oxford, Oxford, UK. gbullock@wakehealth.edu.
³ Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, University of Oxford, Oxford, UK. gbullock@wakehealth.edu.
⁴ Manchester United Football Club, Manchester, UK.
⁵ Department of Health Professions, Manchester Metropolitan University, Manchester, UK.
⁶ Red Bull Athlete Performance Center, Thalgua, Austria.
⁷ Icahn School of Medicine, Mount Sinai Health System, New York, USA.
⁸ Seattle Seahawks, Seattle, USA.
⁹ Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, University of Oxford, Oxford, UK.
¹⁰ Centre for Statistics in Medicine, University of Oxford, Oxford, UK.
¹¹ Oxford University Hospitals NHS Foundation Trust, Oxford, UK.
¹² Centre for Sport, Exercise and Osteoarthritis Research Versus Arthritis, University of Oxford, Oxford, UK.
¹³ University of Nottingham, Nottingham, UK.

No abstract available

Comment on

Black Box Prediction Methods in Sports Medicine Deserve a Red Card for Reckless Practice: A Change of Tactics is Needed to Advance Athlete Care.
Bullock GS, Hughes T, Arundale AH, Ward P, Collins GS, Kluzek S. Bullock GS, et al. Sports Med. 2022 Aug;52(8):1729-1735. doi: 10.1007/s40279-022-01655-6. Epub 2022 Feb 17. Sports Med. 2022. PMID: 35175575
Comment on: "Black Box Prediction Methods in Sports Medicine Deserve a Red Card for Reckless Practice: A Change of Tactics is Needed to Advance Athlete Care".
Brocherie F, Chassard T, Toussaint JF, Sedeaud A. Brocherie F, et al. Sports Med. 2022 Nov;52(11):2797-2798. doi: 10.1007/s40279-022-01736-6. Epub 2022 Jul 23. Sports Med. 2022. PMID: 35870106 No abstract available.

1. Brocherie F, Chassard T, Touissaint J-F, Sedeaud A. Comment on: “Black Box Prediction Methods in Sports Medicine Deserve a Red Card for Reckless Practice: A Change of Tactics is Needed to Advance Athlete Care”. Sports Med. 2022. https://doi.org/10.1007/s40279-022-01736-6 . - DOI - PubMed
1. Bullock GS, Hughes T, Arundale AH, Ward P, Collins GS, Kluzek S. Black box prediction methods in sports medicine deserve a red card for reckless practice: a change of tactics is needed to advance athlete care. Sports Med. 2022;17:1–7.
1. Shmueli G. To explain or to predict? Stat Sci. 2010;25(3):289–310. - DOI
1. Bullock GS, Hughes T, Sergeant JC, Callaghan MJ, Riley R, Collins G. Methods matter: clinical prediction models will benefit sports medicine practice, but only if they are properly developed and validated. Br J Sports Med. 2021;55(23):1319–21. - DOI
1. Bullock GS, Hughes T, Sergeant JC, Callaghan MJ, Riley RD, Collins GS. Clinical prediction models in sports medicine: a guide for clinicians and researchers. J Orthop Sports Phys Ther. 2021;51(10):517–25. - DOI