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Record W4400333548 · doi:10.4103/sjopt.sjopt_5_24

A surge in fulminant idiopathic intracranial hypertension cases within 1 year from the coronavirus disease 2019 pandemic lockdown: A case series

2024· article· en· W4400333548 on OpenAlexaffabout
Bashaer Aldhahwani, Arnav Gupta, Nooran Badeeb, David R. Jordan, Danah Albreiki

Bibliographic record

VenueSaudi Journal of Ophthalmology · 2024
Typearticle
Languageen
FieldMedicine
TopicCerebral Venous Sinus Thrombosis
Canadian institutionsUniversity of OttawaUniversity of Calgary
Fundersnot available
KeywordsMedicineFulminantPandemicCoronavirus disease 2019 (COVID-19)CoronavirusSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)Disease2019-20 coronavirus outbreakVirologyIntensive care medicineInternal medicineInfectious disease (medical specialty)

Abstract

fetched live from OpenAlex

PURPOSE: A surge in the number of cases of fulminant idiopathic intracranial hypertension (IIH) was observed within 1 year of the lockdown due to coronavirus disease 2019 (COVID-19) in March 2020. This study aims to describe the characteristics, outline of management, and final visual outcome for six cases diagnosed with fulminant IIH. METHODS: We reviewed the medical records of six adult patients diagnosed with fulminant IIH, between May and November 2021, based on their presentation at the University of Ottawa, Eye Institute. RESULTS: All six patients were diagnosed with fulminant IIH (five females and one male). Five out of six patients were obese and one patient was overweight. Medical treatment included the administration of acetazolamide (2-4 g/day) to all patients and intravenous methylprednisolone in four patients. Surgical treatment (optic nerve sheath fenestration) was performed for all patients. Visual function improved for three out of the six patients, two patients remained stable, and one patient got worse. CONCLUSION: There has been a recent surge in the number of cases of fulminant IIH in the COVID-19 lockdown period. The negative impact of COVID-19 on health led to an increase in weight, which is thought to have played a role in this recent increase in fulminant IIH cases. Urgent surgery, coupled with acetazolamide administration, is recommended for such patients. Patient compliance and close follow-up are recommended for early detection of relapse.

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: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.001
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.055
GPT teacher head0.319
Teacher spread0.264 · 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

Citations0
Published2024
Admission routes2
Has abstractyes

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