Objective To use machine learning (ML) techniques to predict contact forces that scrum front-row players are exposed to from videos. Design A generative machine learning model was implemented to ...

Additional scrum analysis showed that only 5% of all scrums collapsed, but the propensity for injury was four times higher (2.9 (1.5 to 5.4) injuries/1000 events) and the severity was six times ...