Radial Head and Neck Ostectomy Maintained Elbow Joint Function in a Labrador Retriever with Type 1 Congenital Elbow Luxation
Bibliographic record
Abstract
Abstract A 6-month-old Labrador Retriever was diagnosed with a Type 1 caudolateral congenital right elbow luxation. A radial head and neck ostectomy was performed with no surgical attempt to further stabilize the elbow joint. One year after surgery, objective gait analysis showed only a mild asymmetry in peak vertical forces. Pre- and postoperative Liverpool Osteoarthritis in Dogs scores showed a decrease in perceived pain and a reduction in signs of osteoarthritis. In dogs with congenital radial head luxation, a radial head and neck ostectomy without surgical joint stabilization may be a viable, simple option for a one-time intervention that can reduce pain and signs of secondary osteoarthritis and improve limb function.
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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".