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Record W6976904426 · doi:10.60692/zc6w9-9zy83

Unusual presentation of transverse myelitis due to bacterial meningitis: A case report

2023· article· en· W6976904426 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueGreater South Information System · 2023
Typearticle
Languageen
FieldComputer Science
TopicComputational Physics and Python Applications
Canadian institutionsnot available
Fundersnot available
KeywordsTransverse myelitisAcute Transverse MyelitisMyelitisSpinal cordCerebrospinal fluidWeaknessParalysisNeck painPresentation (obstetrics)

Abstract

fetched live from OpenAlex

Acute transverse myelitis is a rare but severe inflammatory demyelinating disorder that usually involves the spinal cords' sensory and motor tracts. The incidence of acute transverse myelitis (ATM) in children under the age of 16 years is estimated to be 2 per million per year based on studies in the UK and Canada. The most common location of transverse myelitis in children is the cervical region. A 5.5-year-old vaccinated male, a known case of Thalassemia major for 1 year of age, presented to the emergency department with complaints of fever and headache for 2 days, bilateral lower limb weakness and pain in the back for 1 day, and numbness in the lower limbs for 6 hours. On examination, he was pale, irritable, and lethargic but fully conscious and oriented, with BP 105/62 mm Hg, PR 134 bpm, RR 29 b/min, temperature 37°C, oxygen saturation 98% on room air, neurologically intact cranial nerves, normal speech and fundoscopy, significant neck stiffness, a positive Kernig's sign, normal trunk, and upper limbs, and flaccid paralysis of the lower limbs (power grade 0/5) with the loss of reflexes and all types of sensations in the lower limbs up to the thighs and mute plantars. A differential diagnosis of transverse myelitis or Guillain-Barré syndrome secondary to meningitis was made. Relevant laboratory investigations were ordered. Blood and cerebrospinal fluid culture showed no growth. The absence of cytoalbuminologic dissociation in the cerebrospinal fluid excluded Guillain-Barré syndrome. MRI (magnetic resonance imaging) of the brain and spinal cord was ordered to reach the final diagnosis. The MRI brain was normal, and the MRI spinal cord showed hyper intense T2 signals in the distal spinal cord from T11 to L1 vertebrae and the conus medullaris. Radiological differentials like acute disseminated encephalomyelitis and multiple sclerosis could easily be ruled out through clinical features. We demonstrated that bacterial meningitis could be complicated by spinal cord dysfunction, due to direct infection of the cord (myelitis). During the encounter with a meningitis patient, spinal cord lesions should be given prompt consideration because they have an unfavourable prognosis and can cause persistent neurologic defects of moderate to a marked degree if not managed timely.

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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.717
Threshold uncertainty score0.565

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.033
GPT teacher head0.251
Teacher spread0.217 · 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