Stabilization with a String-of-Pearls Plate as Treatment for Degenerative Lumbosacral Disease in a Young German Shepherd Dog
Bibliographic record
Abstract
Abstract Objective The aim of this study was to report the use of a String-of-Pearls (SOP) plate for lumbosacral stabilization as treatment for a 1-year-old German Shepherd suffering from sacral osteochondritis and compressive myelopathy due to lumbosacral subluxation and causing a chronic right hindlimb lameness. Clinical, imaging, and surgical features are described. Study Design Case report. Results A dorsal laminectomy allowed for debridement and lumbosacral stabilization using an SOP plate which led to significant improvement of clinical signs and resolution of pain and discomfort. Conclusion Successful surgical management was achieved with good long-term results using an SOP plate to stabilize the lumbosacral junction.
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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".