Hand Therapy Management of Intra-Articular Fractures With Open Reduction and Pi Plate Fixation: A Therapist's Perspective
Bibliographic record
Abstract
Open reduction enhances the opportunity for patients to benefit from early rehabilitation following complex distal radius fractures. In the early phase of rehabilitation, therapists focus on motion, edema management, early identification of complications, and assist patients to understand and deal appropriately with their injury. Frequent and gentle exercise in elevation is key to restoring movement without adverse impacts on pain or edema. After six weeks, the focus of rehabilitation should be on ameliorating any residual physical impairments and moving patients towards normal activity. Strengthening, mobilization splinting, and reintegration into work activities may be required. Both physical impairment (volume, motion, strength, sensibility, dexterity) and self-report (pain and disability) measures may be required at different stages to provide a comprehensive view of recovery.
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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 | 0.000 |
| 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 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".