Thoracolumbopelvic Stabilization for the Treatment of Instability Caused by Recurrent Myxopapillary Ependymoma
Bibliographic record
Abstract
The authors report a patient with recurrent lumbosacral myxopapillary ependymoma, followed for more than 20 years, who presented with severe axial pain resulting from osteolytic destruction at the lumbosacral junction. Because the patient had a long history of paraplegia despite three previous incomplete tumor resections, we chose not to attempt a fourth resection. Moreover, because viable fixation points were not present within the sacrum and most of the lumbar spine, instrumented fusion was extended from T7 to the ilia using a modified Galveston L-rod technique, which we believe to be unique in its application to this problem. This case demonstrates the long-term potential for instability from locally destructive myxopapillary ependymoma that is incompletely excised. We are not aware of any previous reports of lumbopelvic instability in association with myxopapillary ependymomas.
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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) | 0.000 | 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".