Bibliographic record
Abstract
Background: Clubfoot is commonest congenital deformity in babies. More than 100,000 babies born worldwide each year with Clubfoot. The main goal is to achieve a functional. pain free, planti-grade foot with good mobility. Treatment of idiopathic CTEV is serial gentle manipulations and after casting, splinting/bracing to maintain the correction. The main reason of relapse of deformity after conecticn is non-compliance to bracing program as it is a lengthy process. Aim: The aim of study is to develop a standard, light weight 8. cost effective Foot Abduction Brace to address the issues of non-compliance and to check its effectiveness. Method: It was 3 years non randomized interventional study from April 2011 to March 2014 with convenient sampling. Sample size was 1 10 patients using Dennis Brown and AORI Foot Abduction Brace were divided 'n study and control group. 30 patients using AORI Foot Abduction Brace were included in study group where as 80 patients using Dennis Brown Splint was included in control group. Study was performed at Department of Orthotics & Prosthetics of Benazir Bhutto Hospital Rawalpindi. Results: Deformity relapsed in 15% of patients in control group no relapsed was reponed in study group where P- value was <.05 that is significant. Skin damage occurred in almost 50% of patients in control group it was reported about 20% in study group with P-value = <.05 which is significant. Residual adduction was reported in >50% of patients in control goup and it was reported 0% in study group with P-value = <.001 which is highly significant. Fabrication Cost of AORI Foot Abduction Brace was is atnost half of the DB Splint. No leather and steel work is required so that an Orthotist can make it easily. It can also industriaize and easily adustable by the families. Discussion & Conclusion Clinical trials of AOFtI FAB showed very good results in maintenance of corrected CTEV as the families are more compliant with AOFtl FAB because it is light in weight have dynamic effects far Dorsi-flexion while Dennis Brown splint is relatively heavy and found poor to maintain Dorsi-flexion that leads to the relapse of equinus. Skin damage is also less in AORI FAB and it is cost effective with ease to fabricate without extensive work.
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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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.790 | 0.626 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".