MétaCan
Menu
Back to cohort

Anterior Instrumentation for Traumatic C1–C2 Instability

2003· article· es· W2046449907 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueSpine · 2003
Typearticle
Languagees
FieldMedicine
TopicSpinal Fractures and Fixation Techniques
Canadian institutionsMcGill UniversityMcGill University Health Centre
Fundersnot available
KeywordsMedicineFluoroscopyAtlantoaxial instabilitySupine positionDissection (medical)SurgerySoft tissueImplantFixation (population genetics)Cervical spine

Abstract

fetched live from OpenAlex

STUDY DESIGN: Technical note, case report. and review of literature. OBJECTIVE: Description of anterior transarticular internal fixation for traumatic C1-C2 instability. SUMMARY OF BACKGROUND DATA: The currently effective posterior approaches for instrumentation of the C1-C2 junction require considerable soft tissue dissection and prone patient positioning. Some medical and anatomic conditions restrict the posterior approach. MATERIALS AND METHODS: An odontoid screw and anterior transarticular C1-C2 screws were used to instrument an unstable injury at this junction. The lesion consisted of a type II dens fracture and C1 ring disruption. Two high-quality fluoroscopy machines, a radiolucent OSI fracture table, and the Synframe (Synthes, Paoli, PA) retraction system are used for this procedure. The implant of choice is the 4.0-mm cannulated titanium screw. RESULTS: At 4-month follow-up, successful stabilization without failure of hardware is documented. The patient's neurologic status is stable, with a minor residual left upper extremity motor deficit. The patient has restricted C-spine rotation but no neck pain with movement. CONCLUSION: Anterior stabilization through a standard Smith-Robinson approach of the C1-C2 junction with screws into the odontoid and the lateral masses of C1 is effective. Supine positioning and minimal soft tissue dissection are advantages of this method over standard posterior transarticular instrumentation. Knowledge of the local anatomy, strict adherence to the operative protocol, and high-quality fluoroscopy avoid potential surgical complications.

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.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.692
Threshold uncertainty score0.737

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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)0.0010.000

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 head0.026
GPT teacher head0.343
Teacher spread0.317 · 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