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Intramedullary Fibular Graft for Tibiotalocalcaneal Arthrodesis

2001· article· en· W2069948212 on OpenAlexaff
Nabil A. Ebraheim, Hossein Elgafy, John J. Stefancin

Bibliographic record

VenueClinical Orthopaedics and Related Research · 2001
Typearticle
Languageen
FieldMedicine
TopicFoot and Ankle Surgery
Canadian institutionsCegep de Sept Iles
Fundersnot available
KeywordsMedicineIntramedullary rodAnkleSurgeryArthrodesisConcomitantFibulaOrthopedic surgeryTibia

Abstract

fetched live from OpenAlex

The intramedullary fibular graft was used in four patients for tibiotalocalcaneal fusion. There were three men and one woman. The average age was 49.7 years (range, 35-73 years). The initial injuries were three pilon fractures and one ankle fracture. Tibiotalocalneal arthrodesis was performed as a salvage procedure for patients with significant posttraumatic arthritis of the ankle, concomitant subtalar arthritis, and severe osteopenia. The average followup was 28 months (range, 24-31 months). All the patients had successful arthrodesis and were satisfied with the outcome results. The average preoperative American Orthopaedic Foot And Ankle Society ankle-hindfoot score for the whole group was 49.5 (range, 44-54) and improved postoperatively to 78.5 (range, 71-81). Three patients had a good score and one patient had a fair score. There was no postoperative infection or fracture of the graft.

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)0.005
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.794
Threshold uncertainty score0.652

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.002
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 head0.171
GPT teacher head0.485
Teacher spread0.314 · 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 designNot applicable
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

Citations29
Published2001
Admission routes1
Has abstractyes

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