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Record W4281617827 · doi:10.1097/gox.0000000000004367

Free Functional Muscle Transfer following Upper Extremity Sarcoma Resection: A Case Report

2022· article· en· W4281617827 on OpenAlexaff
Brendon Bitoiu, Emma Grigor, Hesham Abdelbary, Nicholas S. Cormier, Jing Zhang

Bibliographic record

VenuePlastic & Reconstructive Surgery Global Open · 2022
Typearticle
Languageen
FieldMedicine
TopicFacial Nerve Paralysis Treatment and Research
Canadian institutionsUniversity of OttawaOttawa Hospital
Fundersnot available
KeywordsMedicineFree flapSurgeryGracilis muscleForearmTendon transferTendonSarcomaUpper limbSoft tissue sarcomaResectionSoft tissue

Abstract

fetched live from OpenAlex

Functional reconstruction of the upper extremity has traditionally involved tendon transfer or pedicled muscle transfer. The gracilis free functional muscle transfer remains as an excellent option for restoration of finger flexion. Here, we provide a case report of a 35-year-old man diagnosed with left forearm high-grade epithelioid sarcoma who underwent innervated free gracilis transfer and a secondary free flap, the profunda artery perforator flap, through a single donor-site incision to expand soft tissue coverage. Postoperatively, there were no complications reported. At 8-month follow-up, the patient had Musculoskeletal Tumor Score of 22/30, and a Quick Disabilities of the Arm, Shoulder, and Hand score of 34/100.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.282
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0060.000

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 head0.052
GPT teacher head0.311
Teacher spread0.260 · 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.

Study designObservational
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

Citations3
Published2022
Admission routes1
Has abstractyes

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