Soleful solutions: Advancements in treatment strategies for ledderhose disease
Bibliographic record
Abstract
INTRODUCTION: Ledderhose disease (plantar fibromatosis) is a benign and progressive proliferative disorder of the plantar fascia that forms fixed and painful nodules within the fascia, causing functional disability and decreased quality of life. METHODS: We conducted a narrative review using Pubmed (https://pubmed.ncbi.nlm.nih.gov/) and searched for the terms "Ledderhose disease" "plantar fibromatosis" "Ledderhose disease treatment" "plantar fibromatosis treatment" with further focused searches in Pubmed to supplement information regarding each intervention. RESULTS: Many non-surgical therapeutic strategies are used in managing symptoms. These include pharmacological and non-pharmacological treatment options. Surgical treatment is employed when these therapies are not able to control the symptoms. CONCLUSION: Understanding and exploring effective treatment modalities for Ledderhose disease (LD) is important in improving the functional disability and quality of life. This review aims to showcase a general outline of the condition and illustrate the present treatments used to manage the disease. LEVELS OF EVIDENCE: Therapeutic study, Level V.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| 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".