Radiographic evaluation of elbow incongruity in Skye terriers
Bibliographic record
Abstract
OBJECTIVES: Aims of this study were to radiographically evaluate elbow congruity and to explore associations between elbow incongruity and lameness in Skye terriers. METHODS: Mediolateral, 90°-flexed, elbow joint radiographs were obtained for 45 Skye terriers. Elbow joint incongruity was graded mild, moderate or severe by measuring the width of the humeroulnar joint space. A questionnaire provided information on lameness history for each dog. RESULTS: In total, 49% (22/45) of the dogs had moderate or severe elbow joint incongruity which associated with lameness. Owner-reported lameness was common: 15/45 (33%) dogs had been lame when less than one year old, and 6 (14%) had been lame at an older age. All dogs presenting with lameness when older than one year had also been lame in adolescence. CLINICAL SIGNIFICANCE: Lameness and moderate-to-severe elbow joint incongruity were common in Skye terriers and the two were associated. A novel protocol for radiographic screening of elbow joint incongruity of chondrodystrophic breeds is suggested.
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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 | 0.007 | 0.003 |
| 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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".