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Record W4407184190 · doi:10.1186/s41984-025-00354-4

Chiari malformation with concurrent papilledema: a patient-level meta-analysis of case reports and case series

2025· article· en· W4407184190 on OpenAlexaff
Alejandro Pando, Daniel Valdivia, Daniel Brenner, Mohammed Ali Alvi, Hai Sun, James K. Liu, Ira M. Goldstein

Bibliographic record

VenueThe Egyptian Journal of Neurosurgery : the official publication of the Egyptian Society of Neurological Surgeons/Egyptian journal of neurosurgery · 2025
Typearticle
Languageen
FieldMedicine
TopicSpinal Dysraphism and Malformations
Canadian institutionsToronto Western Hospital
Fundersnot available
KeywordsMeta-analysisPapilledemaSeries (stratigraphy)MedicineSurgeryInternal medicineGeology

Abstract

fetched live from OpenAlex

Abstract Background Chiari I malformation, characterized by the displacement of cerebellar tonsils, and Chiari 1.5, involving cerebellar tonsils and brainstem displacement, share symptoms with Idiopathic Intracranial Hypertension, including headache, paresthesia, vision issues, shoulder/arm pain, diplopia, numbness, and motor weakness. Historically, papilledema marked IIH, but there are reports of papilledema in patients with Chiari I/1.5, leading to uncertainty about the most effective treatment strategies. We aim to address this gap by summarizing all reported cases of Chiari I/1.5 with papilledema. Methods Three primary electronic databases (PubMed, EMBASE, and SCOPUS) were screened to identify case reports and case series of patients with Chiari malformation presenting with papilledema. All variables such as year and region of study, age, sex, symptoms, diagnostic information, treatment details, and follow-up duration, were recorded and analyzed. Study quality for each study included was assessed according to four scales: selection, ascertainment, causality, and reporting. Results 27 patients from 21 studies were included. Symptoms included headache (76.4%), decreased visual acuity (70.8%), and visual field loss (29.2%). 44.4% had lumbar punctures, and 40.7% received medical management. Of those managed medically, 41.7% fully recovered. Notably, none of 21 patients who underwent surgical decompression without improvement had prior lumbar puncture (0% vs. 64.3%, n = 9; p = 0.003) or medical management (0% vs. 57.1%, n = 8; p = 0.011) compared to those with symptom improvement. Conclusion Chiari malformation with papilledema exhibits varied symptoms. Medical management should be considered initially, offering standalone effectiveness and potential improvement for subsequent decompression if medication alone does not lead to recovery.

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)0.007
metaresearch head score (Gemma)0.027
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: Meta-analysis
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.007
Threshold uncertainty score0.037

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.027
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0060.011
Bibliometrics0.0070.011
Science and technology studies0.0010.001
Scholarly communication0.0030.002
Open science0.0020.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.050
GPT teacher head0.269
Teacher spread0.220 · 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 designMeta-analysis
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

Explore more

Same venueThe Egyptian Journal of Neurosurgery : the official publication of the Egyptian Society of Neurological Surgeons/Egyptian journal of neurosurgerySame topicSpinal Dysraphism and MalformationsFrench-language works237,207