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Record W4411297995 · doi:10.1016/j.bas.2025.104295

Treatment practices for geriatric type II odontoid fractures – A survey by the European Association of Neurosurgical Societies Spine Section

2025· article· en· W4411297995 on OpenAlex
Ralph T. Schär, Jefferson R. Wilson, Marcel Ivanov, Giuseppe Barbagallo, Carla Reizinho, M. González, Enrico Tessitore, Andrzej Maciejczak, N. Gabrovsky, Bart Depreitre, Ehab Shiban, Andreas K. Demetriades, Florian Ringel

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

VenueBrain and Spine · 2025
Typearticle
Languageen
FieldMedicine
TopicSpinal Fractures and Fixation Techniques
Canadian institutionsUniversity of TorontoSt. Michael's Hospital
Fundersnot available
KeywordsSection (typography)MedicineAssociation (psychology)SPINE (molecular biology)OrthodonticsPsychologyBusinessBioinformatics

Abstract

fetched live from OpenAlex

Introduction: Controversy exists regarding the optimal management of type II odontoid fractures in the geriatric population. The objective of this study was to determine the current treatment patterns of spine surgeons for geriatric patients (≥70 years) with type II odontoid fractures. Research question: How much do treatment practices for type II odontoid fractures in the geriatric population differ amongst spine surgeons? Methods: The European Association of Neurosurgical Societies (EANS) Spine Section distributed a 39-items web-based survey among spine surgeons between July 2024 and February 2025. Results: A total of 154 responses were collected from 119 neurosurgeons (77.8 %) and 34 orthopedic surgeons (22.2 %). Participants were predominantly from Europe (92.7 %), and 63.2 % have been in practice >10 years. Fracture displacement, comorbidities and age were the most influential factors for decision-making. For non-displaced fractures, 78.8 % of respondents recommended conservative treatment for patients aged 70-80 years, and 83.7 % for those aged 80-90 years. For displaced fractures, 70.9 % preferred surgery for patients aged 70-80 years, whereas this preference decreased to 47.9 % for those aged 80-90 years. Posterior C1-2 fixation was the most common technique for 67.3 % of respondents, and 48.3 % prescribe a collar postoperatively. 51.3 % routinely order CT imaging postoperatively to assess for bony fusion. For conservative treatment, 59.3 % prescribe an external orthosis for 3 months. Discussion and conclusion: Our survey found both variability and consistency in treatment practices of geriatric type II odontoid fractures, reflecting the ongoing debate and lack of consensus in clinical decision-making.

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)0.001
metaresearch head score (Gemma)0.001
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 score0.685
Threshold uncertainty score0.241

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
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 head0.020
GPT teacher head0.338
Teacher spread0.318 · 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