The Role of the Brachioradialis H Reflex in the Management and Prognosis of Obstetrical Brachial Plexus Palsy
Bibliographic record
Abstract
The H reflex was investigated to determine if it can be useful in the prognosis of obstetrical brachial plexus palsies. The H reflex is an electrically stimulated monosynaptic or oligosynaptic response which can be recorded in peripheral nerves in all muscles of infants up to approximately two years of age. It is essentially the electrophysiologic counterpart of the deep tendon reflex, and its presence indicates intact afferent and efferent axons at the particular spinal segment. Our objectives were to document the Brachioradialis H (Br H) reflex latency and amplitude in normal upper extremities of infants, to evaluate the presence or absence of the Br H reflex in obstetrical palsy neonates and infants between one and seven months of age and to determine if this test was a valid predictor of final clinical outcome. A prospective study of 109 patients was performed to measure the Br H reflex in the affected and the contralateral normal limb. The results from the abnormal limb were compared to the final clinical decision made by nine months for or against surgical intervention. In the normal limbs, a Br H latency of 10.7 +/- 0.8 msec was determined with an amplitude of 1.2 +/- 1.2 mV. The chi 2 analysis in infants from one month to seven months old revealed a strong relationship between an absent Br H reflex and little or no clinical improvement (p < 0.0001), with a sensitivity for predicting poor outcome of 85.7%. The odds ratio (with a 95% confidence interval) of a child with an absent Br H reflex not significantly improving by nine months was 8.4 times higher than if the Br H reflex was present. The false positive rate was 42% however, indicating that a significant number of patients improved clinically, despite having a nonrecordable Br H reflex at age seven months or less. The low false negative rate of 14.3% suggested that in the presence of a Br H reflex, the majority of patients recover. Therefore, the presence of the Br H reflex is a helpful test in the prognostication of good recovery in obstetrical upper plexus palsy patients.
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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 | 0.002 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 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".