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Breaking News: Coordinating Care for Athletes with Possible Concussions

2011· article· en· W2316754694 on OpenAlexaboutno aff
Ben Wedro

Bibliographic record

VenueEmergency Medicine News · 2011
Typearticle
Languageen
FieldMedicine
TopicTraumatic Brain Injury Research
Canadian institutionsnot available
Fundersnot available
KeywordsAthletesSports injuryPhysical therapyMedicinePhysical medicine and rehabilitationPsychology

Abstract

fetched live from OpenAlex

ImageImageWhile the NFL reigns on Sunday and college football rules Saturday, it's high school football that is the king of Friday nights. Teams play, students and parents cheer, and eventually, there is a stream of injured players that present to the emergency department. This is an unusual group of patients because most have been seen on the field by a trainer or team physician, and initial opinions and plans have been discussed with the athlete and his family. Unfortunately, what is promised on the field may not necessarily be delivered at the hospital. After a summer of listening to pro football talk about its concussion initiatives, it must be frustrating to parents when an emergency physician they may not know suggests that a CT scan isn't recommended for their injured son. The disconnect between patient expectation and physician assessment is one that can sour the communication that is key to providing medical care. Minor head injuries have long been worrisome. Prior to CT scanning, history and physical examination was the only way of deciding who might be bleeding in his head and who might be safe to go home. Observation was often relegated to family members at home, waking patients up hourly for fear that they just might not. CT scans allowed medicine to peer inside the skull, but required a fair amount of radiation to provide the images. What's worse, they were expensive, and most scans were negative. Ian Stiell, MD, and his Ottawa colleagues developed rules to guide decisions about using CT scans to image patients with minor head injuries, just like those who get dinged on the football field. (Lancet 2001;357[9266]:1391.) Stiell's study allowed doctors to use their history and physical examination skills to care for patients instead of relying solely on technology. Armed with data, the physician caring for a seemingly normal football player could reassure parents that all was well inside the skull … maybe. There is a small caveat with the Canadian CT head rule. It is 100% sensitive that there are no intracranial lesions that require neurosurgical intervention, but there can be small bleeding or swelling areas in the brain that presumably have no clinical significance. Perhaps another historical perspective is required. Initially, head CT scans showed images that were reconstructed approximately 10 mm (1 cm) apart. When tPA was introduced as a therapy for stroke, the technical guidelines for head CT scanning allowed the slices to be only 5 mm apart. This gave the images greater accuracy at the cost of more radiation, but it also uncovered small bleeds that would have been previously missed with less sensitive scans. Finding the tiny brain bleeds are tremendously important for stroke patients who could bleed aggressively if given tPA, but how would they affect the care of the concussed patient? The CT rules have been repeatedly validated by further research. The Canadian CT head rules are pretty simple. A patient is at high risk of neurosurgical intervention if: The Glasgow Coma Scale is less than 15 after two hours. There is a suspected open or depressed skull fracture. There are signs of basilar skull fracture. There are two or more vomiting episodes. The patient is older than 65. There is medium risk for brain injury on CT if: There is amnesia before impact greater than 30 minutes. There is a dangerous mechanism injury (pedestrian hit by car, ejected from car, fall greater than three feet or five stairs). The rules do not apply to kids younger than 16 or patients who are anticoagulated with Coumadin (warfarin). Aside from knowing the rules, it is important that the physician perform a solid neurologic examination searching for the subtle findings of an early basilar skull fracture, looking for hemotympanum, Battle's sign, and raccoon eyes, and the skull needs to be palpated for a depressed skull fracture. Ideally, the exam is done in front of family. It is reassuring, and the time it takes allows for education and conversation that can calm a potentially inflammatory visit. The decision to CT a concussed patient often needs to be delayed for a couple of hours. The player who is markedly confused on the field may have his thinking clear by the time he presents to the ED. The on-field recommendation sometimes ties the hands of the emergency physician, and it is easier to agree to order a test that may not be needed than to spend the time and emotional effort to undo the patient and parent mindset. Doctors get frustrated and angry when their colleagues tell them what to do either directly or by patient proxy. Most physicians presume that they have some expertise that is useful for patient care, and want the ability to offer opinions that matter. Even a surgeon who is consulted on a patient with CT-confirmed appendicitis should be allowed the opportunity to tell the patient that an operation is needed. When an athlete is sent from the playing field to the ED, perhaps the trainer or field doctor should allow the emergency physician the courtesy of assessing the patient before presuming care scenarios. And the emergency physician should return the courtesy by letting the field provider how the athlete fared. Dr. Wedro practices emergency medicine at Gundersen Clinic, a regional trauma center in La Crosse, WI. He is a diplomat of the American Board of Emergency Medicine, a fellow of the American Academy of Emergency Medicine, and a Life Fellow of the American College of Emergency Physicians. He is also a clinical professor in the School of Medicine and Public Health at the University of Wisconsin-Madison and adjunct faculty at the University of Wisconsin-La Crosse. Dr. Wedro has been a commentator on the Olympic Games in Albertville, Lillehammer, and Nagano with CBS and in Salt Lake City, Athens, and Turin with CBC. He frequently lectures in the United States and Europe on topics related to emergency medicine, exercise physiology, and athletic injuries and illness. He is a contributing author and editor for WebMD, and posts weekly articles on sports and medicine on his website,www.MDdirect.org/blog. Comments about this article? Write to EMN at[email protected]. Head CT Rule Download a printable poster of the Canadian Head CT Rule at http://www.ohri.ca/emerg/cdr/docs/cdr_cthead_poster.pdf.

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.570
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0080.000

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.

Opus teacher head0.146
GPT teacher head0.384
Teacher spread0.238 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2011
Admission routes1
Has abstractyes

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