Spinal stabilisation using a polyvinilidine (Lubra) plate in a pot‐bellied pig
Bibliographic record
Abstract
SUMMARY A three‐month‐old pot‐bellied pig presented for acute paraplegia following a presumptive fall. CT examination identified a vertebral subluxation of L1–L2 with a comminuted fracture of the L1 vertebra. Spinal stabilisation was performed with polyvinilidine (Lubra) plates. The pig improved neurologically and regained the ability to walk. Spinal radiographs six weeks following surgery revealed partial failure of the plates in the caudal aspect of the vertebral column and suspected pressure atrophy of spinous processes. Eighteen months later, the plates were piercing through the skin, so they were removed surgically and the pig did well from then on. This case report describes the feasibility of spinal stabilisation in a pot‐bellied pig associated with a good outcome, but also reveals potential complications and spinal changes that can be observed after use of polyvinilidine plates in this species.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.004 | 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".