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Record W3113965628 · doi:10.25259/sni_772_2020

Management dilemma of tuberculous paraplegia in pregnancy – A case report and review of literature

2020· article· en· W3113965628 on OpenAlexaff
Sudhir Srivastava, Aditya Raj, Rishi Agarwal, Sunil Bhosale, Nandan Marathe

Bibliographic record

VenueSurgical Neurology International · 2020
Typearticle
Languageen
FieldMedicine
TopicInfectious Diseases and Tuberculosis
Canadian institutionsToronto Western Hospital
Fundersnot available
KeywordsMedicineSurgeryParaplegiaPregnancyDecompressionKyphosisSpinal cordRadiography

Abstract

fetched live from OpenAlex

BACKGROUND: trimester of pregnancy is rare and poses significant management dilemmas. Pregnancy, a relatively immunocompromised state with high hormonal levels, may prompt rapid TB destruction of a vertebral body resulting in an acute/ profound neurological deficit. Here, a pregnant paraplegic mother was diagnosed with spondylodiscitis that warranted immediate decompression/fusion to achieve neurological recovery. CASE DESCRIPTION: A 26-year-old female was 23 weeks pregnant when she presented with an acute spastic paraplegia (complete motor, sensory deficit, and sphincter loss). Operative decompression utilized a Versatile Approach along with a "Hartshill rectangle" for fusion and sublaminar wiring. This procedure accomplished simultaneous anterior and posterior fixation with a single approach without the need for intraoperative radiologic imaging. Although the pregnancy was continued with an uneventful perioperative period, intra-uterine fetal demise was documented 1 month postoperatively. Within 18 postoperative months the patient was neurologically intact, and fusion was confirmed on a computed tomography scan. CONCLUSION: A 23-week pregnant female acutely became paraplegic due to T5 tuberculous spondylitis confirmed on an X-ray (only source of radiation), and magnetic resonance imaging. Following a decompression/ instrumented fusion performed without fluoroscopic guidance, the patient regained full neurological function. However, 1 month postoperatively, the fetus spontaneously aborted.

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)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.005
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0050.003
Science and technology studies0.0010.002
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.0020.001

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 head0.010
GPT teacher head0.278
Teacher spread0.268 · 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 designCase report
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

Citations6
Published2020
Admission routes1
Has abstractyes

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