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Record W1978429573 · doi:10.1097/bot.0b013e31820af67f

Extra-articular Malunions of the Scapula: A Comparison of Functional Outcome Before and After Reconstruction

2011· article· en· W1978429573 on OpenAlexaff
Peter A. Cole, Max Talbot, Lisa K. Schroder, Jack Anavian

Bibliographic record

VenueJournal of Orthopaedic Trauma · 2011
Typearticle
Languageen
FieldMedicine
TopicShoulder and Clavicle Injuries
Canadian institutionsObject Research Systems (Canada)Canadian Armed Forces
Fundersnot available
KeywordsMedicineMalunionScapulaRange of motionDeformitySurgeryFixation (population genetics)Nonunion

Abstract

fetched live from OpenAlex

OBJECTIVE: To assess surgical and functional results after corrective reconstruction of malunited, scapula neck or body fractures in patients who presented with chronic pain, limited range of motion, weakness, and gross deformity of the shoulder. DESIGN: Case series. SETTING: Level I teaching trauma center. PATIENTS: Between 2000 and 2008, five patients (mean age, 44 years) underwent operative reconstruction of a malunited, scapula neck and/or body fracture. Mean time from injury to surgery was 15 months (range, 8-41 months). All patients presented with debilitating pain and weakness and were unable to return to work. When measured on three-dimensional computed tomographic scan, mean preoperative fracture deformity included 3.0 cm (range, 1.7-4.2 cm) of medial/lateral displacement, 25° (range, 10°-40°) of angular deformity, and a 25° (range, 19°-29°) glenopolar angle. INTERVENTION: Surgical osteotomy and reorientation of scapula neck and/or body, with fixation using 2.7- or 3.5-mm implants and autogenous graft, through a posterior Judet approach. MAIN OUTCOMES MEASURES: Pre- and postoperative functional measures of range of motion and strength testing and patient-based outcome scores (Disabilities of the Arm, Shoulder and Hand and Short Form-36). RESULTS: Mean follow-up was 39 months (range, 18-101 months). All patients united radiographically, were pain-free with regard to the shoulder, and expressed satisfaction with their result. Four of five patients returned to their original occupation and activities. Mean Disabilities of the Arm, Shoulder and Hand score improved from 39 (range, 27-58) preoperatively to 10 (range, 0-35) postoperatively. There were no complications. CONCLUSIONS: Malunion after nonoperative treatment of a displaced scapula fracture may be associated with poor functional and cosmetic outcomes. Operative reconstruction can yield good surgical and functional results.

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)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.000
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 head0.046
GPT teacher head0.330
Teacher spread0.284 · 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 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

Citations53
Published2011
Admission routes1
Has abstractyes

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