Cervical Ganglia and Nerve Root Injury: Evidence for Respiratory Arrest as Initiating Injury in Pediatric Head Trauma
Bibliographic record
Abstract
Cervical ganglia and nerve root injury with resultant paralysis of the phrenic nerve is proposed as a mechanism of injury in “shaken baby syndrome” or nonaccidental head injury of children. We report autopsy findings of a 22-month-old girl in which cervical ganglia and nerve hemorrhage was present along with the triad of encephalopathy, bilateral retinal hemorrhage, and bilateral subdural, intradural, and subarachnoid hemorrhages. Clear evidence of near immediate respiratory arrest was documented from first responder medical reports, juvenile witness statements, and perpetrator confession. The narrowing of time of injury from the anatomic findings at autopsy allowed investigative efforts to focus on a single individual and cleared several other adults with access to the child. Additional technical notes based on our experience are provided for users of cervical neck dissection. Hemorrhage in the tissues surrounding the vertebral artery raises a potential additional injury site in cases of neck injury.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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.
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 source (direct Gemma or distilled Codex), 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".