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Record W2085344870 · doi:10.1136/ebm.11.4.107

Below the elbow casts were as effective as above the elbow casts for maintaining reduction of forearm fractures in children

2006· letter· en· W2085344870 on OpenAlexaboutno aff
William J. Gillespie

Bibliographic record

VenueEvidence-Based Medicine · 2006
Typeletter
Languageen
FieldMedicine
TopicBone fractures and treatments
Canadian institutionsnot available
Fundersnot available
KeywordsElbowForearmReduction (mathematics)MedicineOrthodonticsDentistryAnatomyMathematics

Abstract

fetched live from OpenAlex

Bohm ER, Bubbar V, Yong-Hing K, et al. Above and below-the-elbow plaster casts for distal forearm fractures in children. A randomized controlled trial. J Bone Joint Surg Am 2006;88:1–8. [OpenUrl][1][CrossRef][2][PubMed][3] Q In children with a closed fracture of the distal third of the forearm, are below the elbow casts as effective as above the elbow casts? Clinical impact ratings GP/FP/Primary care ★★★★☆☆☆ Orthopaedics ★★★★★★☆ Emergency medicine ★★★★☆☆☆ Paediatrics ★★★☆☆☆☆ ### ![Graphic][4]</img>Design: randomised controlled non-inferiority trial. ### ![Graphic][5]</img>Allocation: {concealed*}†. ### ![Graphic][6]</img>Blinding: blinded (outcome assessors).* ### ![Graphic][7]</img>Follow up period: 18 weeks. ### ![Graphic][8]</img>Setting: tertiary care hospital in Saskatoon, Saskatchewan, Canada. ### ![Graphic][9]</img>Patients: 117 children 4–12 years of age who presented with a closed fracture of the distal third of the forearm requiring reduction. Children with open factures or Salter Harris type III or IV fractures were excluded. ### ![Graphic][10]</img>Intervention: below the elbow (n = 46) or above the elbow (n = 56) cast was applied after closed reduction of the fracture. Reduction was done under conscious sedation in the emergency department within 4 hours, or under … [1]: {openurl}?query=rft.jtitle%253DThe%2BJournal%2Bof%2BBone%2Band%2BJoint%2BSurgery%26rft.stitle%253DJBJS%26rft.issn%253D0021-9355%26rft.aulast%253DBohm%26rft.auinit1%253DE.%2BR.%26rft.volume%253D88%26rft.issue%253D1%26rft.spage%253D1%26rft.epage%253D8%26rft.atitle%253DAbove%2Band%2BBelow-the-Elbow%2BPlaster%2BCasts%2Bfor%2BDistal%2BForearm%2BFractures%2Bin%2BChildren.%2BA%2BRandomized%2BControlled%2BTrial%26rft_id%253Dinfo%253Adoi%252F10.2106%252FJBJS.E.00320%26rft_id%253Dinfo%253Apmid%252F16391243%26rft.genre%253Darticle%26rft_val_fmt%253Dinfo%253Aofi%252Ffmt%253Akev%253Amtx%253Ajournal%26ctx_ver%253DZ39.88-2004%26url_ver%253DZ39.88-2004%26url_ctx_fmt%253Dinfo%253Aofi%252Ffmt%253Akev%253Amtx%253Actx [2]: /lookup/external-ref?access_num=10.2106/JBJS.E.00320&link_type=DOI [3]: /lookup/external-ref?access_num=16391243&link_type=MED&atom=%2Febmed%2F11%2F4%2F107.atom [4]: /embed/inline-graphic-1.gif [5]: /embed/inline-graphic-2.gif [6]: /embed/inline-graphic-3.gif [7]: /embed/inline-graphic-4.gif [8]: /embed/inline-graphic-5.gif [9]: /embed/inline-graphic-6.gif [10]: /embed/inline-graphic-7.gif

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

Direct model labels (unvalidated)

Per-model category and study-design labels from the labeling rounds. They are machine output, unvalidated, and the disagreement between models ships as data. No study design here is MEDLINE-validated yet.

Model armCategoriesStudy designConfidence
gemmano category
Domain: not available · Genre: Commentary
About the Canadian research system: no · About a Canadian topic: no
Not applicablelow
gptno category
Domain: not available · Genre: Commentary
About the Canadian research system: no · About a Canadian topic: no
Not applicablehigh
models agreeAgreement compares identical category sets and study designs across arms.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.754
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0000.000

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 head0.017
GPT teacher head0.316
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

Classification

machine, unvalidated

Labeled directly by 2 models reading the full record.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreCommentary

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

Citations0
Published2006
Admission routes1
Has abstractyes

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