Outcomes Following Surgical Interventions for Isolated Lunotriquetral Interosseous Ligament Injuries: A Systematic Review
Bibliographic record
Abstract
Ulnar-sided wrist pain can be attributed to various bony and ligamentous structures. The purpose of this review is to compare outcomes following surgical interventions for isolated lunotriquetral (LT) interosseous ligament injuries in adults. We assessed 202 procedures from 9 retrospective case series studies of low to moderate quality based on the Structured Effectiveness Quality Evaluation Scale. The comparative outcomes (ie, range of motion, pain, strength, quality of life, complications, return to work, and patient satisfaction) were aggregated and categorized under arthrodesis, capsulodesis, ligament repairs and reconstruction, and ulna shortening osteotomy procedures. Although the comparison of outcomes was largely inconclusive due to the heterogeneity and the omission of preoperative characteristic data, we did observe higher complications and reoperation rates post LT arthrodesis. It is recommended that all outcomes be standardized and presented uniformly with best practices developed to better characterize the injury's severity and integrity in future studies.
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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 | 0.003 | 0.017 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.005 | 0.005 |
| Bibliometrics | 0.007 | 0.008 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".