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Record W1999778912 · doi:10.1097/bpo.0b013e318255b17b

The Treatment of Displaced Supracondylar Humerus Fractures

2012· review· en· W1999778912 on OpenAlexaff
Kishore Mulpuri, Kaye E. Wilkins

Bibliographic record

VenueJournal of Pediatric Orthopaedics · 2012
Typereview
Languageen
FieldMedicine
TopicElbow and Forearm Trauma Treatment
Canadian institutionsBC Children's HospitalUniversity of British Columbia
Fundersnot available
KeywordsMedicineHumerusSurgeryOrthodontics

Abstract

fetched live from OpenAlex

BACKGROUND: Supracondylar humerus fractures are widely considered the most common fracture of the elbow in children. Fractures can range from a less severe, nondisplaced type I fracture to a more severe, displaced type III fracture with no cortical contact. Type III fractures can lead to adverse physical, social, and emotional consequences if they are not treated effectively. The American Academy of Orthopaedic Surgeons recently carried out a systematic review of the literature to develop a clinical practice guideline. The guidelines provided answers for the following questions regarding the treatment for type III supracondylar fractures (1) which is the preferred treatment for displaced supracondylar fractures of the humerus: reduction and casting versus closed reduction and percutaneous pinning; (2) which is the preferred method for fixing displaced supracondylar fractures of the humerus: medial (crossed) versus lateral pinning; and lastly, (3) does open reduction cause increased stiffness or have a high rate of complication? The purpose of this paper is to summarize and highlight the major findings from this systematic review. METHODS: PubMed, EMBASE, CINAHL, and The Cochrane Central Register of Controlled Trials were searched to locate 1726 relevant articles published from January 1966 to July 29, 2010. Of these, 44 met our criteria for inclusion and were reviewed systematically. RESULTS: On the basis of the results from the systematic review: (1) we suggest closed reduction with pin fixation for patients with displaced (eg, Wilkins type II and III and displaced flexion) pediatric supracondylar fractures of the humerus. (2) The practitioner might use 2 or 3 laterally introduced pins to stabilize the reduction of displaced pediatric supracondylar fractures of the humerus. Considerations of potential harm indicate that the physician might avoid the use of a medial pin. (3) The practitioner might perform open reduction for displaced pediatric supracondylar fractures of the humerus after closed reduction if varus or other malposition of the bone occurs. CONCLUSIONS: Clearly, controversy exists regarding the best treatments for pediatric supracondylar humerus fractures. Properly designed randomized controlled trials comparing treatment options are necessary to determine optimal treatments. LEVEL OF EVIDENCE: Level II.

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)0.003
metaresearch head score (Gemma)0.019
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 score0.006
Threshold uncertainty score0.016

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.019
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0030.003
Bibliometrics0.0050.004
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0020.001
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.058
GPT teacher head0.371
Teacher spread0.313 · 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

Citations117
Published2012
Admission routes1
Has abstractyes

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