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Record W4366816183 · doi:10.1101/2023.04.15.23288630

Inflammatory Type Focal Cerebral Arteriopathy of the Posterior Circulation in Children: a comparative cohort study

2023· preprint· en· W4366816183 on OpenAlexaboutno aff
Nedelina Slavova, Robin Münger, Icíar Sánchez‐Albisua, Mária Regényi, Gabriela Oesch, Joël Fluss, Annette Hackenberg, Sébastien Lebon, Oliver Maier, Alexandre Datta, Sandra Bigi, Sebastian Grunt, Maja Steinlin

Bibliographic record

VenuemedRxiv · 2023
Typepreprint
Languageen
FieldMedicine
TopicAcute Ischemic Stroke Management
Canadian institutionsnot available
FundersUniversity of California, San Francisco
KeywordsMedicineStroke (engine)Incidence (geometry)CohortPediatric strokeInternal medicineNeuroimagingCardiologyPediatricsIschemic strokeIschemia

Abstract

fetched live from OpenAlex

Abstract Background Inflammatory type Focal Cerebral Arteriopathy (FCA-i) in the anterior circulation (AC) is well characterized and the FCA severity score (FCASS) reflects the severity of disease. We identified cases of FCA-i in the posterior circulation (PC) and adapted the FCASS to describe these cases. Methods Patients from the Swiss NeuroPaediatric Stroke Registry (SNPSR) with ischemic stroke in the PC and AC due to FCA-i and available neuroimaging were gathered. Comparison of data regarding Pediatric National Institutes of Health Stroke Scale (pedNIHSS) score and Pediatric Stroke Outcome Measure (PSOM) and FCASS was performed. We estimated infarct size by the modified pediatric Alberta Stroke Program Early Computed Tomography Score (pedASPECTS) in children with AC stroke and the adapted Bernese posterior diffusion-weighted imaging (DWI) score in the PC. Results Thirty-six children with a median age of 6.3 years ([IQR 2.8,8.6; range 0.9,15.6], 21 males, 58.3%) with FCA-i were identified. The total incidence rate was 0.151/100 000/year (95%CI 0.109–0.209). Seven had PC FCA-i and 5 had FCA-i in both circulations. Time to final FCASS was longer in the PC compared to AC, evolution of FCASS did not differ. Initial pedNIHSS was highest in children with FCA-i in the PC with a median of 8.0 (IQR 5.0-18.0), compared to 4.5 (IQR 2.0-8.0) in those with AC FCA-i and 6.0 (IQR 6.0-6.0) with involvement of both AC and PC. Different to the anterior cases PC infarct volume did not correlate with higher discharge, maximum or final FCASS scores (R 0.25, 0.35, 0.54). Conclusion The PC is affected in up to one third of cases of FCA-i. These cases should be included in future investigations on FCA-i. Although it did not correlate with clinical outcome in our cohort, the modified FCASS may well serve as a marker for the evolution of the arteriopathy in posterior FCA-i.

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)0.001
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.012
Threshold uncertainty score0.024

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
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 head0.030
GPT teacher head0.289
Teacher spread0.259 · 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 designObservational
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
Published2023
Admission routes1
Has abstractyes

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