Reconstruction of Complex Acromion Nonunions and Fractures With a Locking Mesh Plate
Bibliographic record
Abstract
Objectives: To assess surgical and functional outcomes in a cohort of patients having surgically reconstructed acromion nonunions or severely comminuted acute fracture patterns treated with a variable angle, locking mesh plate with a matrix of screw options. Design: Retrospective case series. Setting: Level I trauma center. Patients: Between 2012 and 2017, 10 patients, 4 patients with acromion nonunions and 6 patients with severely comminuted acromion fractures presented to a single institution and underwent surgical treatment. Intervention: Surgical repair of complex acromion fractures and nonunions utilizing a 2.4/2.7 locking mesh plate (Depuy-Synthes) with bone grafting (nonunions). Main Outcome Measurements: Primary outcome measures include range of motion; strength; Disabilities of the Arm, Shoulder, and Hand; and Short Form 36 Health Survey. Results: Seven of 10 patients (70%) achieved 1 year follow-up, mean 23.3 months (range, 12 to 46 mo). Nine of 10 patients achieved union following the index reconstruction procedure and 1 patient achieved union after revision of failed mesh plate fixation. At final follow-up, the mean Disabilities of the Arm, Shoulder, and Hand score was 20.0 (11.2 in fracture group and 31.6 in nonunion group) and mean mental and physical component Short Form 36 scores were 51.4 and 42.9, respectively. Conclusions: A variable angle, locking mesh plate may be a useful implant choice for complex nonunions and severely comminuted fracture patterns of the acromion process. In this series, union rate and perioperative complications were acceptable in extreme fracture variants.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 |
| 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 | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".