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Record W4415747559 · doi:10.2106/jbjs.cc.25.00344

L1 Fracture Subluxation in Patient with Diffuse Idiopathic Skeletal Hyperostosis Diagnosed After Hip Fracture Nail

2025· article· en· W4415747559 on OpenAlex
Kelvin Ng, Lawrence Wengle, Christian Veillette, Timothy Leroux

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

VenueJBJS Case Connector · 2025
Typearticle
Languageen
FieldMedicine
TopicSpondyloarthritis Studies and Treatments
Canadian institutionsUniversity Health NetworkUniversity of Toronto
Fundersnot available
KeywordsDiffuse Idiopathic Skeletal HyperostosisOccultSubluxationFracture (geology)Hip fractureHyperostosis

Abstract

fetched live from OpenAlex

CASE: An 86-year-old man underwent closed reduction and internal fixation of a comminuted intertrochanteric hip fracture with a cephalomedullary nail on a Hana table. Postoperatively, a displaced fracture subluxation of L1 was detected, resulting in complete loss of motor and sensory function below L1. Urgent posterior decompression and fusion from T10-L4 was performed. Diffuse idiopathic skeletal hyperostosis (DISH) was only diagnosed after the incident. CONCLUSION: A diagnosis of DISH, with increased risk of occult fracture and/or iatrogenic spine injury during hip fixation, may be unknown before surgery. Multiple fractures may prompt consideration of a trauma workup even in assumed low-energy injuries.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.276
Threshold uncertainty score0.932

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)0.0000.000

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 head0.006
GPT teacher head0.234
Teacher spread0.228 · 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