Incidents and patterns of <i>commotio cordis</i> among athletes in the USA from 1982 to 2023
Bibliographic record
Abstract
Introduction Commotio cordis is a rare event that occurs following blunt, non-penetrating trauma to the chest, precipitating a ventricular arrhythmia. Commotio cordis requires immediate medical attention through cardiopulmonary resuscitation and defibrillation, often resulting in death. Commotio cordis is most common condition among young male athletes. The purpose of this study was to describe the incidents and patterns of commotio cordis among young athletes participating in organised sports in the USA from academic years 1982-1983 through 2022-2023. Methods This was a retrospective, descriptive epidemiology study using surveillance data from the National Center for Catastrophic Sport Injury Research. The study included all commotio cordis incidents captured in the database. We calculated descriptive statistics (counts and proportions) overall and stratified by outcome and athlete sport. Results Over the study period, 64 incidents of commotio cordis were captured. The majority occurred among males (n=60) and were caused by contact with an object/apparatus (n=39) or contact with another player (n=20). The most common sports were baseball (n=20), lacrosse (n=17) and football (n=13). Over half of these incidents resulted in death (n=34), although survival from commotio cordis increased over the study period. A higher proportion of fatal incidents occurred among football athletes and were caused by contact with another player. Conclusions Commotio cordis remains most common among young male athletes who participate in organised baseball, lacrosse and football. Although survival has improved over time, greater awareness and emergency preparedness for commotio cordis in an organised sport are needed to facilitate prompt recognition and intervention.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".