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Record W2896266007 · doi:10.2106/jbjs.18.00871

Custom Energy-Storing Carbon Fiber Orthosis for Lower-Limb Trauma: Can the Results Be Obtained Outside the Designing Center?

2018· letter· en· W2896266007 on OpenAlexaff
Alastair Younger

Bibliographic record

VenueJournal of Bone and Joint Surgery · 2018
Typeletter
Languageen
FieldEngineering
TopicProsthetics and Rehabilitation Robotics
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsPhysical therapyMedicineOrthoticsBraceRehabilitationPhysical medicine and rehabilitationAnklePowered exoskeletonSurgery

Abstract

fetched live from OpenAlex

Commentary In this study, the authors looked at the effect of an exoskeletal orthosis and physiotherapy on patient-reported outcomes after unilateral traumatic lower-extremity injury. The Intrepid Dynamic Exoskeletal Orthosis (IDEO) is a custom-fitted, energy-storing ankle-foot orthosis (AFO). This, combined with the Return to Run Physical Therapy (RTR PT) program, has been demonstrated to improve patient-reported outcomes. The authors wanted to confirm that the gains were maintained at 12 months and could be reproduced at other military treatment facilities. The authors recruited 87 service members who were at least 1 year out from a unilateral lower-extremity injury and had functional deficits. Evaluations took place before the orthosis was fitted, immediately after physiotherapy, and at 6 and 12 months following program completion. Primary outcomes were functional performance as measured by agility, strength and power, and speed tests. Eighty-one participants, including 42 at a different treatment facility than the designing facility, completed physiotherapy and reported early outcomes. Secondary outcomes included the OPUS (Orthotics and Prosthetics Users’ Survey) and Short Musculoskeletal Function Assessment (SMFA). The follow-up rates immediately following physiotherapy and at 6 and 12 months were 88%, 75%, and 79%, respectively. The authors observed that the functional outcomes were improved after the completion of physiotherapy with the brace in all performance tests except 1. Satisfaction with the brace was high. The authors concluded that the energy-storing AFO and the physiotherapy program can be reproduced in other facilities, although the patients still reported lower scores than normal for the general patient population. Previously this device was shown to have benefits compared with below-the-knee amputation1, but without a randomized controlled trial, these groups may not be comparable. When I read this paper and consider the applicability of its findings to my practice, I have difficulty because I have little idea of the limb pathology that is being treated, although the demographics of the patients being treated were very clear. In other words, I have no idea which of my patients would be the most suitable candidates for the energy-storing AFO. Are these patients with ankle instability or complex trauma? Patients listed in a table include patients with loss of ankle dorsiflexion or plantar flexion from weakness, candidates for fusion or those having had fusion, patients with loss of range of motion, or those considered for amputation. This is clearly a very diverse group of patients who have in common a military career, an injury, and involvement of 1 limb only with foot and ankle pathology. The injury population is therefore not clearly defined, and it is difficult to see how this technology and physiotherapy would fit outside the military. This is also recognized by the authors in their discussion. The benefit of this energy-storing AFO over another prosthesis and physiotherapy is not outlined. Is it clearly better2? Most patients report the benefit of physiotherapy and of bracing, and often the cost of a custom prosthesis in regular civilian practice may not give enough benefit compared with surgery. I have concern that the device is identified by trade name and trademark instead of a generic name. The trade name is promoted 7 times in the abstract alone in this paper. I look forward to more papers from this group to see if this is clearly a functional breakthrough, or is just another expensive brace. A randomized controlled trial would be required to tell the difference. Better defining of patient population in future papers, including what precisely is the indication for the device, would help. While this may be obvious to a U.S. military physician, it is not clear to me or likely other surgeons and physicians who are in nonmilitary practice; for example, which of my patients would use the brace, how is the expense justified, and what is the exact patient benefit? This could be an important breakthrough, but proper independent research will tell if this is the case.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.791
Threshold uncertainty score0.711

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.028
GPT teacher head0.210
Teacher spread0.182 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreCommentary

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".

Quick stats

Citations0
Published2018
Admission routes1
Has abstractyes

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