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Record W4406229560 · doi:10.1016/j.atssr.2024.12.012

Intracardiac Cement Embolism After Percutaneous Vertebroplasty

2025· article· en· W4406229560 on OpenAlexaff
Jonathan Hammond, Hooman Hennessey, Andreas Kumar, Matthew Cavanagh, Mary Catherine Kerr, Gregory Papadopoulos, Rony Atoui

Bibliographic record

VenueAnnals of Thoracic Surgery Short Reports · 2025
Typearticle
Languageen
FieldMedicine
TopicSpinal Fractures and Fixation Techniques
Canadian institutionsNOSM UniversityKingston Health Sciences CentreHealth Sciences NorthQueen's University
Fundersnot available
KeywordsPercutaneous vertebroplastyIntracardiac injectionPercutaneousCementMedicineEmbolismRadiologyBone cementSurgeryInternal medicineOsteoporosisMaterials scienceMetallurgy

Abstract

fetched live from OpenAlex

We report a case of intracardiac cement embolism in a 24-year-old male patient as a rare postprocedural complication of percutaneous vertebroplasty. The patient was assessed 1 month after the procedure because of persistent tachycardia. Computed tomography scans showed an intracardiac mass in both the right atrium and right ventricle. After thorough multidisciplinary discussion, the patient was subsequently managed conservatively in conjunction with serial imaging and close surveillance.

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)0.001
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: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.812
Threshold uncertainty score0.749

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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 head0.034
GPT teacher head0.375
Teacher spread0.341 · 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 designOther design
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

Citations2
Published2025
Admission routes1
Has abstractyes

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