Comparing Cervical Spine Motion With Different Halo Devices in a Cadaveric Cervical Instability Model
Bibliographic record
Abstract
In Brief Study Design. Biomechanical evaluation of conventional and noninvasive halos in cadaveric C1–C2 and C5–C6 instability models. Objective. To compare the ability of a conventional halo and noninvasive halo (NIH) to immobilize the unstable cervical spine at the C1–C2 and C5–C6 levels. Summary of Background Data. Many successful outcomes have been reported in cervical spine injury treatment with the conventional halo (CH); however, complications related to pin sites have been reported. The NIH was designed to overcome these complications. To date, no investigation has compared the biomechanical efficacy of the NIH with that of the CH in restricting three-dimensional cervical spine motion. Methods. A global instability was created at the C1–C2 level in 4 cadavers and at C5–C6 in 4 others. Relative motion was measured between the superior and inferior vertebrae during the donning process, execution of the log roll technique, and during the process of sitting up. This testing sequence was followed for all treatment conditions. Results. During the application of the orthoses there was a significant increase in motion at C1–C2 instability and a trend toward increased motion at the C5–C6 instability with CH compared with NIH. In the log roll maneuver, the CH and NIH restrict motion to a similar degree at the C1–C2 instability level, except in frontal plane translation, where CH immobilizes the segment to a greater extent. For the C5–C6 instability the CH provides significantly better immobilization for lateral bending and axial translation. No significant differences were found between the NIH and CH for the sit-up maneuver at either of the levels. Conclusion. Donning of the NIH generates significantly less cervical spine motion than application of the CH. The CH provides superior immobilization for a C5–C6 instability during the log roll maneuver and a C1–C2 instability in the frontal plane during the log-roll maneuver. The CH and NIH immobilize the C1–C2 and C5–C6 instability to a similar degree during the sit-up maneuver. The biomechanics of immobilization with conventional and a noninvasive halos were compared during donning, log roll maneuvers, and sitting up, using electromagnetic sensors in lightly embalmed cadavers. Noninvasive halo donning generates significantly less C1–C2 motion than donning of the CH. The CH immobilizes C5–C6 instability significantly greater during log-roll and both devices perform similarly for C5–C6 and C1–C2 instability for the sit-up maneuver.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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".