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Record W3209908047 · doi:10.1017/cjn.2019.219

P.128 Percutaneous cortical screws: a novel approach to posterior spinal stabilization

2019· article· en· W3209908047 on OpenAlexvenueno aff
AS Jack, WL Ramey, ZA Tymchak, RA Hart, JS Roh

Bibliographic record

VenueCanadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques · 2019
Typearticle
Languageen
FieldMedicine
TopicSpinal Fractures and Fixation Techniques
Canadian institutionsnot available
Fundersnot available
KeywordsPercutaneousMedicineNeurovascular bundleFixation (population genetics)Dissection (medical)FluoroscopySurgeryRadiologyPopulation

Abstract

fetched live from OpenAlex

Background: Pedicle screw (PS) fixation is considered the gold-standard for spine stabilization. However, minimally invasive surgery (MIS) and cortical screw (CS) fixation have become commonplace. The biomechanical and safety profiles of CS compared to PS have yet to be determined. To our knowledge, this is the first study to describe a novel percutaneous CS approach and compare its safety and accuracy to PS fixation. Methods: Standard percutaneous PS fixation was performed using fluoroscopy from L1-L5 on one-side with percutaneous CS being placed on the other-side (10-instrumented PS and CS levels each). Anatomical confirmation and comparison of pedicle breach incidence was performed afterward via open dissection. Results: Dissection revealed no breaches of either construct. As such, no statistical comparison was possible. At one-level however, a CS was seen breaching the posterior-third lateral vertebral body under the superior end-plate. A couple of exposed screw threads were visualized well away from any entering and/or exiting foraminal or extra-spinal neurovascular structures. Conclusions: MIS and CS-based constructs are relatively new fixation techniques. We describe a novel percutaneous CS technique incorporating advantages of both MIS and CS-constructs. Although no difference was found in pedicle breach incidence, further study comparing these techniques and rigorous patient selection for application are necessary.

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)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.003
Threshold uncertainty score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.001

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 head0.038
GPT teacher head0.292
Teacher spread0.253 · 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 designBench or experimental
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

Citations0
Published2019
Admission routes1
Has abstractyes

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Same venueCanadian Journal of Neurological Sciences / Journal Canadien des Sciences NeurologiquesSame topicSpinal Fractures and Fixation TechniquesFrench-language works237,207