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Up Front and Open? Shrouded in Secrecy? Or Somewhere in Between? A Meta-Research Systematic Review of Open Science Practices in Sport Medicine Research.
Published in:
Journal of Orthopaedic & Sports Physical Therapy, 2023, v. 53, n. 12, p. 735, doi. 10.2519/jospt.2023.12016
By:
- Bullock, Garrett S.;
- Ward, Patrick;
- Impellizzeri, Franco M.;
- Kluzek, Stefan;
- Hughes, Tom;
- Hillman, Charles;
- Waterman, Brian R.;
- Danelson, Kerry;
- Henry, Kaitlin;
- Barr, Emily;
- Healy, Kelsey;
- Räisänen, Anu M.;
- Gomez, Christina;
- Fernandez, Garrett;
- Wolf, Jakob;
- Nicholson, Kristen F.;
- Sell, Tim;
- Zerega, Ryan;
- Dhiman, Paula;
- Riley, Richard D.
Publication type:
Article
Risk of bias of prognostic models developed using machine learning: a systematic review in oncology.
Published in:
Diagnostic & Prognostic Research, 2022, v. 6, n. 1, p. 1, doi. 10.1186/s41512-022-00126-w
By:
- Dhiman, Paula;
- Ma, Jie;
- Andaur Navarro, Constanza L.;
- Speich, Benjamin;
- Bullock, Garrett;
- Damen, Johanna A. A.;
- Hooft, Lotty;
- Kirtley, Shona;
- Riley, Richard D.;
- Van Calster, Ben;
- Moons, Karel G. M.;
- Collins, Gary S.
Publication type:
Article
Risk of bias of prognostic models developed using machine learning: a systematic review in oncology.
Published in:
Diagnostic & Prognostic Research, 2022, v. 6, n. 1, p. 1, doi. 10.1186/s41512-022-00126-w
By:
- Dhiman, Paula;
- Ma, Jie;
- Andaur Navarro, Constanza L.;
- Speich, Benjamin;
- Bullock, Garrett;
- Damen, Johanna A. A.;
- Hooft, Lotty;
- Kirtley, Shona;
- Riley, Richard D.;
- Van Calster, Ben;
- Moons, Karel G. M.;
- Collins, Gary S.
Publication type:
Article
Hop Testing Lacks Strong Association With Key Outcome Variables After Primary Anterior Cruciate Ligament Reconstruction: A Systematic Review.
Published in:
American Journal of Sports Medicine, 2020, v. 48, n. 2, p. 511, doi. 10.1177/0363546519838794
By:
- Losciale, Justin M.;
- Bullock, Garrett;
- Cromwell, Christina;
- Ledbetter, Leila;
- Pietrosimone, Laura;
- Sell, Timothy C.
Publication type:
Article
Playing sport injured is associated with osteoarthritis, joint pain and worse health-related quality of life: a cross-sectional study.
Published in:
2020
By:
- Bullock, Garrett S.;
- Collins, Gary S.;
- Peirce, Nick;
- Arden, Nigel K.;
- Filbay, Stephanie R.
Publication type:
journal article
Joint pain and osteoarthritis in former recreational and elite cricketers.
Published in:
2019
By:
- Cai, He;
- Bullock, Garrett S.;
- Sanchez-Santos, Maria T.;
- Peirce, Nicholas;
- Arden, Nigel K.;
- Filbay, Stephanie R.
Publication type:
journal article
Sample size requirements are not being considered in studies developing prediction models for binary outcomes: a systematic review.
Published in:
BMC Medical Research Methodology, 2023, v. 23, n. 1, p. 1, doi. 10.1186/s12874-023-02008-1
By:
- Dhiman, Paula;
- Ma, Jie;
- Qi, Cathy;
- Bullock, Garrett;
- Sergeant, Jamie C;
- Riley, Richard D;
- Collins, Gary S
Publication type:
Article
Effects of Ball Size and Weight on Throwing Kinematics and Kinetics in Youth Baseball Athletes.
Published in:
American Journal of Sports Medicine, 2024, v. 52, n. 2, p. 516, doi. 10.1177/03635465231213333
By:
- Moore, Miles S.;
- Bullock, Garrett S.;
- Arnold, Charles J.;
- Hosmer, Natalie A.;
- Nicholson, Kristen F.
Publication type:
Article
Predicting the Objective and Subjective Clinical Outcomes of Anterior Cruciate Ligament Reconstruction: A Machine Learning Analysis of 432 Patients: Letter to the Editor.
Published in:
American Journal of Sports Medicine, 2023, v. 51, n. 5, p. NP15, doi. 10.1177/03635465231161059
By:
- Bullock, Garrett S.;
- Ward, Patrick;
- Losciale, Justin;
- Collins, Gary S.
Publication type:
Article
Machine Learning and Statistical Prediction of Pitching Arm Kinetics.
Published in:
American Journal of Sports Medicine, 2022, v. 50, n. 1, p. 238, doi. 10.1177/03635465211054506
By:
- Nicholson, Kristen F.;
- Collins, Gary S.;
- Waterman, Brian R.;
- Bullock, Garrett S.
Publication type:
Article
Improving Clinical Prognostic Model Methodology: Letter to the Editor.
Published in:
2021
By:
- Bullock, Garrett S.;
- Collins, Gary S.
Publication type:
Letter to the Editor
Novel COL5A1 variants and associated disease phenotypes in dogs with classical Ehlers‐Danlos syndrome.
Published in:
Journal of Veterinary Internal Medicine, 2024, v. 38, n. 5, p. 2431, doi. 10.1111/jvim.17180
By:
- Bullock, Garrett;
- Jaffey, Jared A.;
- Cohn, Leah A.;
- Sox, Erika;
- Hostnik, Eric T.;
- Hutcheson, Kyle D.;
- Matero, Erin;
- Hoffmann, Karen S.;
- Johnson, Gary S.;
- Katz, Martin L.
Publication type:
Article
The relationship between flourishing, injury status, and resilience in collegiate athletes.
Published in:
International Journal of Sports Science & Coaching, 2021, v. 16, n. 4, p. 925, doi. 10.1177/1747954121994559
By:
- Martin, Chelsea L;
- Shanley, Ellen;
- Harnish, Chris;
- Knab, Amy;
- Christopher, Shefali;
- Vallabhajosula, Srikant;
- Bullock, Garrett
Publication type:
Article
On-Field Evaluation of Mouthpiece-and-Helmet-Mounted Sensor Data from Head Kinematics in Football.
Published in:
Annals of Biomedical Engineering, 2024, v. 52, n. 10, p. 2655, doi. 10.1007/s10439-024-03583-0
By:
- Holcomb, Ty D.;
- Marks, Madison E.;
- Pritchard, N. Stewart;
- Miller, Logan E.;
- Rowson, Steve;
- Bullock, Garrett S.;
- Urban, Jillian E.;
- Stitzel, Joel D.
Publication type:
Article
Characterization of Rookie Season Injury and Illness and Career Longevity Among National Basketball Association Players.
Published in:
JAMA Network Open, 2021, v. 4, n. 10, p. e2128199, doi. 10.1001/jamanetworkopen.2021.28199
By:
- Martin, Chelsea L.;
- Arundale, Amelia J. H.;
- Kluzek, Stefan;
- Ferguson, Tyler;
- Collins, Gary S.;
- Bullock, Garrett S.
Publication type:
Article
Uses of Health Care System Medical Care Services by Athletes After Injury at the High School Level.
Published in:
Journal of School Health, 2023, v. 93, n. 1, p. 5, doi. 10.1111/josh.13255
By:
- Bullock, Garrett S.;
- Mobley, John F.;
- Brooks, John M.;
- Rauh, Mitchel J.;
- Gil Gilliland, R.;
- Kissenberth, Michael J.;
- Shanley, Ellen
Publication type:
Article
Hazard of Arm Injury in Professional Starting and Relief Pitchers.
Published in:
Journal of Athletic Training (Allen Press), 2022, v. 57, n. 1, p. 65, doi. 10.4085/1062-6050-0262.21
By:
- Bullock, Garrett S.;
- Thigpen, Charles A.;
- Collins, Gary S.;
- Arden, Nigel K.;
- Noonan, Thomas K.;
- Kissenberth, Michael J.;
- Shanley, Ellen
Publication type:
Article
Shoulder Range of Motion and Baseball Arm Injuries: A Systematic Review and Meta-Analysis.
Published in:
Journal of Athletic Training (Allen Press), 2018, v. 53, n. 12, p. 1190, doi. 10.4085/1062-6050-439-17
By:
- Bullock, Garrett S.;
- Faherty, Mallory S.;
- Ledbetter, Leila;
- Thigpen, Charles A.;
- Sell, Timothy C.
Publication type:
Article
Competition-Level Differences on the Lower Quarter Y-Balance Test in Baseball Players.
Published in:
Journal of Athletic Training (Allen Press), 2016, v. 51, n. 12, p. 997, doi. 10.4085/1062-6050-51.12.09
By:
- Butler, Robert J.;
- Bullock, Garrett;
- Arnold, Todd;
- Plisky, Phillip;
- Queen, Robin
Publication type:
Article
The Trade Secret Taboo: Open Science Methods are Required to Improve Prediction Models in Sports Medicine and Performance.
Published in:
Sports Medicine, 2023, v. 53, n. 10, p. 1841, doi. 10.1007/s40279-023-01849-6
By:
- Bullock, Garrett S.;
- Ward, Patrick;
- Impellizzeri, Franco M.;
- Kluzek, Stefan;
- Hughes, Tom;
- Dhiman, Paula;
- Riley, Richard D.;
- Collins, Gary S.
Publication type:
Article
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".
Published in:
2023
By:
- Bullock, Garrett S.;
- Hughes, Tom;
- Arundale, Amelia A. J. H.;
- Ward, Patrick;
- Collins, Gary S.;
- Kluzek, Stefan
Publication type:
Letter
Kinesiophobia, Knee Self-Efficacy, and Fear Avoidance Beliefs in People with ACL Injury: A Systematic Review and Meta-Analysis.
Published in:
Sports Medicine, 2022, v. 52, n. 12, p. 3001, doi. 10.1007/s40279-022-01739-3
By:
- Bullock, Garrett S.;
- Sell, Timothy C.;
- Zarega, Ryan;
- Reiter, Charles;
- King, Victoria;
- Wrona, Hailey;
- Mills, Nilani;
- Ganderton, Charlotte;
- Duhig, Steven;
- Räisäsen, Anu;
- Ledbetter, Leila;
- Collins, Gary S.;
- Kvist, Joanna;
- Filbay, Stephanie R.
Publication type:
Article
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".
Published in:
2022
By:
- Bullock, Garrett S.;
- Hughes, Tom;
- Arundale, Amelia H.;
- Ward, Patrick;
- Collins, Gary S.;
- Kluzek, Stefan
Publication type:
Letter to the Editor
Just How Confident Can We Be in Predicting Sports Injuries? A Systematic Review of the Methodological Conduct and Performance of Existing Musculoskeletal Injury Prediction Models in Sport.
Published in:
Sports Medicine, 2022, v. 52, n. 10, p. 2469, doi. 10.1007/s40279-022-01698-9
By:
- Bullock, Garrett S.;
- Mylott, Joseph;
- Hughes, Tom;
- Nicholson, Kristen F.;
- Riley, Richard D.;
- Collins, Gary S.
Publication type:
Article
Black Box Prediction Methods in Sports Medicine Deserve a Red Card for Reckless Practice: A Change of Tactics is Needed to Advance Athlete Care.
Published in:
Sports Medicine, 2022, v. 52, n. 8, p. 1729, doi. 10.1007/s40279-022-01655-6
By:
- Bullock, Garrett S.;
- Hughes, Tom;
- Arundale, Amelia H.;
- Ward, Patrick;
- Collins, Gary S.;
- Kluzek, Stefan
Publication type:
Article
Comment on: Machine Learning for Understanding and Predicting Injuries in Football.
Published in:
2027
By:
- Bullock, Garrett S.;
- Ward, Patrick;
- Collins, Gary S.;
- Hughes, Tom;
- Impellizzeri, Franco
Publication type:
Letter
Comment on: Machine Learning for Understanding and Predicting Injuries in Football.
Published in:
2024
By:
- Bullock, Garrett S.;
- Ward, Patrick;
- Collins, Gary S.;
- Hughes, Tom;
- Impellizzeri, Franco
Publication type:
Letter
Anterior Cruciate Ligament Return to Sport after Injury Scale (ACL-RSI) Scores over Time After Anterior Cruciate Ligament Reconstruction: A Systematic Review with Meta-analysis.
Published in:
Sports Medicine - Open, 2024, v. 10, n. 1, p. 1, doi. 10.1186/s40798-024-00712-w
By:
- Sell, Timothy C.;
- Zerega, Ryan;
- King, Victoria;
- Reiter, Charles R.;
- Wrona, Hailey;
- Bullock, Garrett S.;
- Mills, Nilani;
- Räisänen, Anu;
- Ledbetter, Leila;
- Collins, Gary S.;
- Kvist, Joanna;
- Filbay, Stephanie R.;
- Losciale, Justin M.
Publication type:
Article
Health Conditions, Substance Use, Physical Activity, and Quality of Life in Current and Former Baseball Players.
Published in:
Orthopaedic Journal of Sports Medicine, 2021, v. 9, n. 11, p. 1, doi. 10.1177/23259671211056645
By:
- Bullock, Garrett S.;
- Nicholson, Kristen F.;
- Waterman, Brian R.;
- Niesen, Eric;
- Salamh, Paul;
- Thigpen, Charles A.;
- Shanley, Ellen;
- Devaney, Laurie;
- Collins, Gary S.;
- Arden, Nigel K.;
- Filbay, Stephanie R.
Publication type:
Article
Lower Extremity Biomechanics Predicts Major League Baseball Player Performance.
Published in:
Orthopaedic Journal of Sports Medicine, 2021, v. 9, n. 7, p. 1, doi. 10.1177/23259671211015237
By:
- Teske, Lucas G.;
- Beck, Edward C.;
- Bullock, Garrett S.;
- Nicholson, Kristen F.;
- Waterman, Brian R.
Publication type:
Article
Temporal Trends and Severity in Injury and Illness Incidence in the National Basketball Association Over 11 Seasons.
Published in:
Orthopaedic Journal of Sports Medicine, 2021, v. 9, n. 6, p. 1, doi. 10.1177/23259671211004094
By:
- Bullock, Garrett S.;
- Ferguson, Tyler;
- Vaughan, Jake;
- Gillespie, Desiree;
- Collins, Gary;
- Kluzek, Stefan
Publication type:
Article
Relationship Between Clinical Scapular Assessment and Scapula Resting Position, Shoulder Strength, and Baseball Pitching Kinematics and Kinetics.
Published in:
Orthopaedic Journal of Sports Medicine, 2021, v. 9, n. 3, p. 1, doi. 10.1177/2325967121991146
By:
- Bullock, Garrett S.;
- Strahm, Jeff;
- Hulburt, Tessa C.;
- Beck, Edward C.;
- Waterman, Brian R.;
- Nicholson, Kristen F.
Publication type:
Article
Health-related quality of life and flourishing in current and former recreational and elite cricketers.
Published in:
2020
By:
- Bullock, Garrett S.;
- Collins, Gary S.;
- Peirce, Nick;
- Arden, Nigel K.;
- Filbay, Stephanie R.
Publication type:
journal article
The Impact of Statewide Limitations of Practice on High School Injury Incidence During the COVID-19 Season: An Ecological Study.
Published in:
Sports Health: A Multidisciplinary Approach, 2022, v. 14, n. 5, p. 656, doi. 10.1177/19417381221106693
By:
- Bullock, Garrett;
- Prats-Uribe, Albert;
- Thigpen, Charles A.;
- Boyer, Lisa;
- Varnado, Kate;
- Pequette, Jason;
- Shanley, Ellen
Publication type:
Article
The Relationship Between Humeral Torsion and Arm Injury in Baseball Players: A Systematic Review and Meta-analysis.
Published in:
2020
By:
- Helmkamp, Joshua K.;
- Bullock, Garrett S.;
- Rao, Allison;
- Shanley, Ellen;
- Thigpen, Charles;
- Garrigues, Grant E.
Publication type:
journal article
Pathologic characterization of canine multiple system degeneration in the Ibizan hound.
Published in:
Veterinary Pathology, 2022, v. 59, n. 1, p. 132, doi. 10.1177/03009858211043088
By:
- St. Jean, Samantha C.;
- Jortner, Bernard S.;
- Doan, Ryan N.;
- Dindot, Scott V.;
- Johnson, Gary S.;
- Bullock, Garrett;
- Whitley, Derick B.;
- Levine, Jonathan M.;
- Hancock, Sandra K.;
- Ambrus, Andy;
- Porter, Brian F.
Publication type:
Article
Use of the Straight Retrograde Intramedullary Nail for Tibiotalocalcaneal Arthrodesis: A Single-Institution, Single-Surgeon, Single-Implant Retrospective Series.
Published in:
Foot & Ankle Orthopaedics, 2022, v. 7, n. 3, p. 1, doi. 10.1177/24730114221123804
By:
- Phillips, McLeod;
- Bullock, Garrett;
- Scott, Aaron
Publication type:
Article
Temporal trends in incidence of time-loss injuries in four male professional North American sports over 13 seasons.
Published in:
Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-87920-6
By:
- Bullock, Garrett S.;
- Murray, Elizabeth;
- Vaughan, Jake;
- Kluzek, Stefan
Publication type:
Article
Impact of Prolonged Sport Stoppage on Knee Injuries in High School Athletes: An Ecological Study.
Published in:
Journal of Sport Rehabilitation, 2024, v. 33, n. 4, p. 225, doi. 10.1123/jsr.2023-0018
By:
- Knapic, Hannah;
- Shanley, Ellen;
- Thigpen, Charles A.;
- Prats-Uribe, Albert;
- Fair, Cynthia D.;
- Bullock, Garrett S.
Publication type:
Article
Examining Differences in Movement Competency in Professional Baseball Players Born in the United States and Dominican Republic.
Published in:
Journal of Sport Rehabilitation, 2018, v. 27, n. 5, p. 397, doi. 10.1123/jsr.2016-0251
By:
- Bullock, Garrett S.;
- Chapman, Taylor;
- Joyce, Thomas;
- Prengle, Robert;
- Stern, Taylor;
- Butler, Robert J.
Publication type:
Article
Risk Factors for Musculoskeletal Health: A Review of the Literature and Clinical Application.
Published in:
International Journal of Sports Physical Therapy, 2024, v. 19, n. 10, p. 1255, doi. 10.26603/001c.123485
By:
- Kiesel, Kyle;
- Matsel, Kyle;
- Bullock, Garrett;
- Arnold, Todd;
- Plisky, Phil
Publication type:
Article
Limitations of Separating Athletes into High or Low-Risk Groups based on a Cut-Off. A Clinical Commentary.
Published in:
International Journal of Sports Physical Therapy, 2024, v. 19, n. 9, p. 1151, doi. 10.26603/001c.122644
By:
- Losciale, Justin M.;
- Truong, Linda K.;
- Ward, Patrick;
- Collins, Gary S.;
- Bullock, Garrett S.
Publication type:
Article
Initial versus Subsequent Injury and Illness and Temporal Trends Among Professional Hockey Players.
Published in:
International Journal of Sports Physical Therapy, 2024, v. 19, n. 2, p. 1596, doi. 10.26603/001c.92309
By:
- Martin, Chelsea;
- Lieb, Allison;
- Tokish, John;
- Shanely, Ellen;
- Kluzek, Stefan;
- Collins, Gary;
- Bullock, Garrett
Publication type:
Article
Upper Quarter Injury Rates and Risk in United States High School Athletes Prior To and During the Prolonged Sport Stoppage.
Published in:
International Journal of Sports Physical Therapy, 2023, v. 18, n. 2, p. 409, doi. 10.26603/001c.71353
By:
- Bullock, Garrett;
- Thigpen, Charles;
- Prats-Uribe, Albert;
- Gilliand, R. Gill;
- Shanley, Ellen
Publication type:
Article
Elbow Injuries Among MLB Pitchers Increased During Covid-19 Disrupted Season, But Not Other Baseball Injuries.
Published in:
International Journal of Sports Physical Therapy, 2023, v. 18, n. 2, p. 397, doi. 10.26603/001c.71359
By:
- Martin, Chelsea;
- Palasiewicz, Jozef;
- Grullon, Jesse;
- Shanley, Ellen;
- Thigpen, Charles;
- Kline, Daniel;
- Kluzek, Stefan;
- Collins, Gary;
- Bullock, Garrett
Publication type:
Article
Personalized Injury Reduction Strategies in Sports Medicine: Lessons Learned from Advances in Breast Cancer Treatment: A Clinical Commentary.
Published in:
International Journal of Sports Physical Therapy, 2023, v. 18, n. 1, p. 253, doi. 10.26603/001c.57680
By:
- Bullock, Garrett;
- Collins, Gary;
- Adams, Rober;
- Thigpen, Charles;
- Shanley, Ellen
Publication type:
Article
Development of an Injury Burden Prediction Model in Professional Baseball Pitchers.
Published in:
International Journal of Sports Physical Therapy, 2022, v. 17, n. 7, p. 1358, doi. 10.26603/001c.39741
By:
- Bullock, Garrett;
- Thigpen, Charles;
- Collins, Gary;
- Arden, Nigel;
- Noonan, Thomas;
- Kissenberth, Michael;
- Shanley, Ellen
Publication type:
Article
Influence of High School Socioeconomic Status on Athlete Injuries during the COVID-19 Pandemic: An Ecological Study.
Published in:
International Journal of Sports Physical Therapy, 2022, v. 17, n. 7, p. 1383, doi. 10.26603/001c.39610
By:
- Bullock, Garrett;
- Prats-Uribe, Albert;
- Thigpen, Charles;
- Martin, Heather;
- Loper, Beverly;
- Shanley, Ellen
Publication type:
Article
A Comparison of Pitching Biomechanics and Sport Specialization in High School Pitchers.
Published in:
International Journal of Sports Physical Therapy, 2022, v. 17, n. 5, p. 870, doi. 10.26603/001c.37259
By:
- Hamer, Tyler J.;
- Rosen, Adam B.;
- Wilkins, Samuel J.;
- Nicholson, Kristen F.;
- Bullock, Garrett S.;
- Knarr, Brian A.
Publication type:
Article
Machine Learning Does Not Improve Humeral Torsion Prediction Compared to Regression in Baseball Pitchers.
Published in:
International Journal of Sports Physical Therapy, 2022, v. 17, n. 3, p. 19, doi. 10.26603/001c.32380
By:
- Bullock, Garrett S.;
- Thigpen, Charles A.;
- Collins, Gary S.;
- Arden, Nigel K.;
- Noonan, Thomas K.;
- Kissenberth, Michael J.;
- Shanley, Ellen
Publication type:
Article

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