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Record W4405964482 · doi:10.51253/pafmj.v74i6.9815

Reconstruction of Upper Limb Long Bone Defects with Vascularized Free Fibula in Pediatric Population: A Review of the Functional Outcomes

2024· review· en· W4405964482 on OpenAlex
Maimoona Goher, Mamoon Rashid, Saad Rehman, Farwa Shabbir, Amna Kifayat

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenuePakistan Armed Forces Medical Journal · 2024
Typereview
Languageen
FieldMedicine
TopicReconstructive Surgery and Microvascular Techniques
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineFibulaSurgeryTibia

Abstract

fetched live from OpenAlex

Objective: The aim of our study was to evaluate the functional outcomes in paediatric patients who underwent upper limb long bone reconstruction with vascularised free fibula. Study Design: Retrospective descriptive study. Place and Duration of study: Department of Plastic Surgery, Shifa international Hospital, Islamabad Pakistan from Jun 2015 to Jul 2020. Methodology: All paediatric patients who underwent upper limb long bone defect reconstruction secondary to sarcoma resection were included in the study. Radiological and functional assessment was done pre and post operatively. Outcomes were assessed in terms of surgical wound dehiscence, flap loss, donor site morbidities and functional outcomes. Functional outcomes were evaluated using Musculoskeletal Tumor Scores for upper limb and pediatric Toronto Extremity Salvage Score for upper limb. Results: Total of 14 paediatric patients were operated during 5-year period of June 2015-July 2020. Age of the patients ranges from 9 - 15(12.5) years. All the limbs were successfully salvaged with no flap loss and no significant donor site morbidity. Functional latissimus dorsi flap was done in 6 patients to achieve elbow flexion. Overall musculoskeletal tumor society Score was 82% and pediatric toronto exteremity salvage score mean was 82.43%. Conclusion: Vascularised free fibula is a reliable and cost-effective option for bridging bone gaps in paediatric patients after sarcoma resection with optimal functional outcomes.

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.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.704
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0030.003
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0010.000

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 head0.019
GPT teacher head0.317
Teacher spread0.299 · 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