Minimally Invasive Plate Osteosynthesis of Distal Radius Fractures Using a Pronator Sparing Approach
Bibliographic record
Abstract
Volar locking plates for fractures of the distal radius are a common option of care in many centers. Currently, these plates are placed through a standard approach, such as the flexor carpi radialis interval. However, in our opinion, the use of conventional plate application techniques is associated with more soft tissue dissection than is necessary for these new plates. This may contribute to postoperative pain and also to scarring, which may impede the range of motion. To avoid this, dorsal plates have been developed that can be inserted percutaneously. Historically, dorsal plating of the distal radius has been associated with increased morbidity relative to volar plates due to soft tissue depth. This article discusses a single surgeon's technique for insertion of volar locking plates through minimal incisions with sparing of the soft tissues.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 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".