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Record W4379386367 · doi:10.1177/22925503231175505

A Novel Approach to the Treatment of Comminuted Mandibular Condyle Fractures

2023· article· en· W4379386367 on OpenAlexaff
Paige Knight, Lindsay Bjornson, Rebecca Courtemanche, Douglas J. Courtemanche

Bibliographic record

VenuePlastic Surgery · 2023
Typearticle
Languageen
FieldMedicine
TopicFacial Trauma and Fracture Management
Canadian institutionsBC Children's HospitalUniversity of British Columbia
Fundersnot available
KeywordsMedicineCondyleOcclusionDentistryFixation (population genetics)Reduction (mathematics)Fibrous jointSurgeryOrthodonticsPopulation

Abstract

fetched live from OpenAlex

Introduction: A suture enlocation (SE) approach is proposed to manage comminuted intra-articular mandibular condyle fractures not amenable to open reduction internal fixation approaches. The SE approach is an effective operative option for the treatment of condylar fractures with the combination of fracture dislocation, malocclusion, comminution, and inadequate surface area for open fixation techniques. This study describes the SE approach, outcomes, and complications. Methods: The SE technique is described, and the health records of patients treated with the SE approach are reviewed. Outcome data were collected for diet, interincisal opening, occlusion, pain, and complications. Results: Technique: The SE approach involves reducing the fractured condylar fragment using a hole drilled through the fragment to secure it to the periosteum with a polydioxanone suture. This allows the reduced fragment to be managed as a nondisplaced fracture with mandibulomaxillary fixation and class 2 elastics. Outcomes: A chart review involving 8 patients (11 condyles) illustrates the outcomes of the SE approach from 2006 to 2021. Age at the time of injury ranged from 12 to 51 years and the follow up ranged from 2 to 68 months. At final follow up, 7 patients were eating a regular diet, 7 had normal interincisal opening, 4 had normal occlusion, and 4 reported ongoing mandibular discomfort. Failure of fixation occurred in 1 case, which required further operative management. Conclusions: The SE technique shows promise as an effective way to reduce fracture components, manage occlusion, and facilitate secondary bone healing in comminuted and displaced mandibular condyle fractures.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.014

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.061
GPT teacher head0.284
Teacher spread0.223 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designCase report
Domainnot available
GenreEmpirical

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
Published2023
Admission routes1
Has abstractyes

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