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Record W2894684410 · doi:10.1097/bot.0000000000001311

Single-Screw Fixation Compared With Double Screw Fixation for Treatment of Medial Malleolar Fractures: A Prospective Randomized Trial

2018· article· en· W2894684410 on OpenAlexaffabout
Richard Buckley, Ernest Beng Kee Kwek, Paul Duffy, Robert Korley, Shannon Puloski, Andrew Buckley, Ryan Martin, Emilia Rydberg Moller, Prism Schneider

Bibliographic record

VenueJournal of Orthopaedic Trauma · 2018
Typearticle
Languageen
FieldMedicine
TopicFoot and Ankle Surgery
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsMedicineAnkleFixation (population genetics)Randomized controlled trialSurgeryMedial malleolusPopulation

Abstract

fetched live from OpenAlex

OBJECTIVES: To determine whether single or double screw (DS) fixation of medial malleolar fractures results in better long-term health outcomes. DESIGN: Randomized clinical trial; sealed envelope technique. SETTING: Level 1 Trauma Hospital at University of Calgary, Canada. PATIENTS: One hundred forty patients were randomized to receive either 1 or 2 screws to reduce a medial malleolar fracture. Thirteen patients were excluded because of loss to follow-up (n = 127). INTERVENTION: Surgical fixation of the medial malleolar fracture was performed using 1 or 2 stainless steel screws. MAIN OUTCOME MEASUREMENTS: Primary outcome was comparison of physical functioning summary score on Short Form 36 questionnaires between patients in the 2 groups. Secondary objectives were to compare the Ankle Hindfoot Scale and operating room time. Clinical and radiographic assessment occurred at the time of injury and 2, 6 weeks, 3, 6, 12, and 24 months postoperatively. RESULTS: Fourteen patients crossed over from the DS group to the single screw (SS) group based on intraoperative decisions by the surgeon (fragment too small for 2 screws), leaving the SS (n = 75) and DS groups (n = 52). There was no difference in the operating room time, SF36, or Ankle Hindfoot Scale at all follow-up time points. CONCLUSIONS: SS medial malleolar fixation provides an equally safe and effective method of fracture care as compared to DS fixation. Twenty percent of patients receiving 2 screws can be expected to crossover to receive SS fixation as a safer alternative. LEVEL OF EVIDENCE: Therapeutic Level I. See Instructions for Authors for a complete description of levels of evidence.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.024
Threshold uncertainty score0.573

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.040
GPT teacher head0.308
Teacher spread0.268 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designRandomized trial
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

Citations31
Published2018
Admission routes2
Has abstractyes

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