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Record W4413336725 · doi:10.3390/diagnostics15162085

Correlation Between Weber Classification of Ankle Fractures and Medial Clear Space Widening on Radiography

2025· article· en· W4413336725 on OpenAlexaff
Philip Surmanowicz, Prosanta Mondal, Paul Kulyk, Navdeep Sahota, Haron Obaid

Bibliographic record

VenueDiagnostics · 2025
Typearticle
Languageen
FieldMedicine
TopicFoot and Ankle Surgery
Canadian institutionsUniversity of SaskatchewanRoyal University Hospital
Fundersnot available
KeywordsDeltoid ligamentAnkleMedicineRadiographyMedial malleolusMalleolusAnkle injuryAnatomyOrthodonticsDeltoid curveSurgery

Abstract

fetched live from OpenAlex

Background/Objective: There is a growing interest in deltoid ligament injury and repair. The integrity of the deltoid ligament is indirectly assessed through medial clear space widening. The objective of this study was to quantify the degree of medial clear space widening in Weber A, B, and C ankle fractures. Methods: Weber A, B, and C ankle fracture radiographs were retrospectively evaluated for the medial, lateral, and superior clear spaces and data gathered on associated injuries to the medial and posterior malleoli. Multivariable regression analysis was performed with the goal of assessing whether there were significant differences among the Weber fracture types for medial, lateral, and superior clear space widening. Results: A total of 473 radiographs with lateral malleolar fractures were retrospectively evaluated with 127 being Weber A, 216 Weber B, and 130 Weber C, with an additional 89 with associated fracture of the medial malleolus and 62 of the posterior malleolus. The mean medial clear space for Weber A fractures was 3.3 ± 1.1 mm, Weber B fractures 4.3 ± 2.4 mm, and Weber C fractures 5.7 ± 3.6 mm. Weber C fractures demonstrated significantly greater medial and lateral clear space distances than Weber A or B fractures. Additional fractures of the medial or posterior malleoli were also associated with greater medial and lateral clear space distances. Conclusions: Medial clear space is significantly increased in Weber C fractures and when additional medial or posterior malleolar fractures also occur. This sheds light on the biomechanics of ankle fractures and their impact on the medial ligamentous instability.

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)0.000
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation 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 score0.014
Threshold uncertainty score0.315

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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 head0.015
GPT teacher head0.287
Teacher spread0.272 · 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 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

Citations1
Published2025
Admission routes1
Has abstractyes

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