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Record W1970921185 · doi:10.1097/phm.0b013e318198b70d

Brain Mass Incidentally Noticed After Minor Head Injury

2009· article· en· W1970921185 on OpenAlexaboutno aff
David S. Fitch, James T. Eckner

Bibliographic record

VenueAmerican Journal of Physical Medicine & Rehabilitation · 2009
Typearticle
Languageen
FieldMedicine
TopicTraumatic Brain Injury and Neurovascular Disturbances
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineMagnetic resonance imagingGlasgow Coma ScaleEmergency departmentAsymptomaticRadiologyCoronal planeNeurological examinationMidline shiftHead injuryHematomaSurgery

Abstract

fetched live from OpenAlex

A 14-yr-old boy presented to the emergency department after a head-to-head collision that occurred while being tackled during a pick up football game at school. He experienced a brief loss of consciousness lasting several seconds. In the emergency department, he was awake, alert, and oriented, with a Glasgow Coma Scale of 15. Physical examination was unremarkable, with the exception of a small frontal hematoma lateral and superior to the right orbit. A noncontrast head computed tomography (CT) revealed no acute fracture or hemorrhage. A large right-sided intraventricular brain mass was incidentally noted. A follow-up brain magnetic resonance imaging scan confirmed the presence of a 6.9 × 5.7 × 5.6 cm partially bilobed mass within the atrium of the right lateral ventricle, with mass effect and mild right-to-left midline shift (Fig. 1). The mass was surgically resected 4 wks after the initial injury and, on pathologic examination, was diagnosed as a benign schwannoma. The patient did well postoperatively and, at 1 mo follow-up, was walking and running unassisted, without balance deficits or identifiable gait asymmetry. In retrospect, other than mild occasional headaches in the preceding year, the patient was asymptomatic before this minor head injury.FIGURE 1: Coronal brain magnetic resonance imaging clearly demonstrates a large right-sided schwannoma, which was initially identified as an incidental finding on computed tomography after a mild traumatic brain injury in a healthy 14-yr-old boy.Schwannomas are slow growing, typically benign1 encapsulated tumors that are usually solitary, except when seen in association with neurofibromatosis type 1. Intracranial schwannomas may be encountered incidentally but, more commonly, are discovered after symptoms develop as a result of mass effect on the brain or a cranial nerve. Treatment for larger tumors usually involves surgery.2 We note that patients with mild traumatic brain injury, or concussion, are not always evaluated with head CT. There remains some controversy regarding when to obtain a head CT in a patient with mild head injury, and many guidelines addressing this issue are in print. On the basis of the Canadian CT Head Rule,3 a head CT was not required in this patient, as he did not meet any of the seven criteria. In contrast, based on the New Orleans Criteria,4 a head CT was indicated because of the presence of a headache. The purpose of imaging in this setting is not to detect incidental brain lesions. However, in this case, imaging led to early detection of a large brain mass, which may have led to a better outcome than would have occurred if the diagnosis was further delayed.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0020.001
Scholarly communication0.0010.002
Open science0.0010.001
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.0030.001

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 head0.007
GPT teacher head0.305
Teacher spread0.298 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designCase report
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

Citations1
Published2009
Admission routes1
Has abstractyes

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