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Record W2976568549 · doi:10.1097/scs.0000000000006002

Management of Pediatric Mandibular Fractures Using Resorbable Plates

2019· review· en· W2976568549 on OpenAlexaff
Yehuda Chocron, Alain J. Azzi, Peter Davison

Bibliographic record

VenueJournal of Craniofacial Surgery · 2019
Typereview
Languageen
FieldMedicine
TopicFacial Trauma and Fracture Management
Canadian institutionsMcGill University Health CentreMcGill University
Fundersnot available
KeywordsMedicineNonunionWound dehiscenceDentistryDehiscenceMalocclusionComplicationCraniofacialSurgery

Abstract

fetched live from OpenAlex

INTRODUCTION: Despite there being several clinical studies reporting promising outcomes of resorbable plates for fixation of pediatric mandible fractures, the literature is devoid of large studies or comprehensive reviews assessing safety rates, complications and long-term outcomes. The purpose of the current review is to obtain a global consensus, shed light on efficacy and complications, and provide the reader with evidence-based data to help guide clinical management. METHODS: A systematic review of clinical studies assessing outcomes for resorbable plates in pediatric mandibular fractures was carried out. The main outcomes included infection, hardware failure, hardware exposure, malocclusion, reoperation and nonunion. Overall rates were pooled and stratified by fracture and implant type. RESULTS: Ten studies were included yielding 232 patients with 269 fractures. The mean age at surgery was 8.24 years with a mean follow up of 1.03 years. The overall complication rate was 5.2% (n = 12). Complications included infection (n = 4, 1.7%), hardware exposure (n = 3, 1.29%), wound dehiscence (n = 2, .86%) and intra-oral fistula formation (n = 2, .86%). One patient (0.43%) had malocclusion and none (0%) had hardware failure, nonunion or revision surgery. Patients with multiple fractures (≥ 2) had higher complication rates compared to isolated fractures (12.5% versus 1.7%). CONCLUSION: The use of resorbable plates for pediatric mandibular fractures is a viable option with similar rates of post-operative complications and outcomes compared to standard metallic counterparts. In the absence of large studies or systematic reviews, this study provides craniofacial surgeons with an evidence-based reference to guide decision making and improve informed consent.

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)0.001
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.002
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0000.001
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.112
GPT teacher head0.376
Teacher spread0.265 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations35
Published2019
Admission routes1
Has abstractyes

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