Subchondral Bone Degeneration and Pathology 3-15 Years Following Ankle Sprain Injury in Adolescent Sport
Bibliographic record
Abstract
Background: Sport-related ankle sprains (SASs) are prevalent in adolescents (ages 10-19), increasing the risk of developing posttraumatic osteoarthritis (PTOA). Although early ankle osteoarthritis (OA) is not well defined, OA eventually includes alterations in bone mineral density (BMD), structural changes, and soft tissue pathology. This study examined the impact of SAS sustained in adolescent sport on bone and soft tissue structural outcomes 3-15 years postinjury. Methods: Participants (n = 10) with prior unilateral SAS in adolescent sport (HxAI) were compared to age- and sex-matched controls. To assess injury-related pathologies and BMD, 1.5-tesla (T) extremity magnetic resonance imaging (MRI) and computed tomography scans were used. Semiquantitative scores for injury patterns and OA features from MRI scans were summed and compared between groups. The talus, calcaneus, navicular, and 5% distal tibia were segmented, and BMD was measured for each bone. Results: All HxAI participants exhibited MRI injury pathology (median 2; IQR 1-6), whereas only 1 of 10 controls showed pathology (median 0; IQR 0-0), χ 2 (1, n = 20) = 16.36, P < .001. Both the injured and uninjured ankles in HxAI displayed injury pattern pathology. Additionally, 3 of 10 injured ankles and 2 of 10 uninjured ankles in the HxAI group (median 0; IQR 0-3), but none of the controls (median 0; IQR 0-0), exhibited OA features. In the HxAI group, talus BMD was lower in the injured ankle (502.4 ± 67.9 g/cm 3 ) compared with the uninjured ankle (515.6 ± 70.1 g/cm 3 ) ( F = 13.33, P = .002), with no significant BMD differences at the calcaneus, navicular, or 5% distal tibia. No differences were observed between the ankles of the control group. Conclusion: The presence of injury pattern pathology, structural changes, and reduced talus BMD suggest that degenerative changes may occur in individuals as early as 3-15 years following ankle injury.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| 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".