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Record W4232155717 · doi:10.1227/neu.0000000000000174

In Reply

2013· letter· en· W4232155717 on OpenAlexaff
Jay Riva-Cambrin, John R. W. Kestle

Bibliographic record

VenueNeurosurgery · 2013
Typeletter
Languageen
FieldNeuroscience
TopicCerebrospinal fluid and hydrocephalus
Canadian institutionsSaltworks Technologies (Canada)
Fundersnot available
KeywordsMedicineArachnoid cystSubarachnoid spaceCystIntracranial pressureMagnetic resonance imagingHydrocephalusSurgeryRadiologyCerebrospinal fluidPathology

Abstract

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We would like to thank Dr Mattei for his thoughtful letter based on our study “Risk Factors for Pediatric Arachnoid Cyst Rupture/Hemorrhage: A Case-Control Study” and the editor for inviting this response. First, Dr Mattei seems to be freely equating the expansion of the subarachnoid space (like we see in benign intracranial collections of the newborn) with the subdural space. This is particularly evident in his included Figures 1 and 2. The infants in these figures clearly have benign intracranial collections of the newborn and an arachnoid cyst, but neither has a subdural hygroma because the excess “extracerebral collections” are subarachnoid. The anatomy would be more definitively demonstrated on magnetic resonance imaging. Therefore, neither of these patients would be considered as having a “ruptured cyst” as defined in our study and, thus, both would have been considered controls not cases. Similarly, we would not treat either the “extracerebral collections” or the arachnoid cyst in these 2 patients. Dr Mattei also states that our outcome was “devoid of concomitant clinical evaluation.” This is unfortunately misleading, because all of the rupture cases had either a headache (P = .009) or symptoms of raised intracranial pressure (P < .001), which was significantly different than control patients, who generally had imaging for other reasons (Table 2 in our article). In fact, in all of our patients with subdural hygromas, these lesions were adjacent to the arachnoid cyst, creating mass effect with gyral effacement and, in many cases, even midline shift. Dr Mattei clearly states, when detailing his theory of arachnoid cyst development, that his concerns center primarily on the young infants under the age of 2 years presenting with, by our standards, a subdural hygroma. Therefore, we did additional analysis to see whether these effects were biasing our results. When patients were categorized as less than or greater than 2 years, young age had no univariate association (P = .67) with a subdural hygroma presentation vs that of an intracystic or subdural hemorrhage. Furthermore, we had 3 patients with ruptured cysts who met his criteria of <2 years and had hygromas. When these 3 children and their associated 6 controls were eliminated from the analysis, we found nearly identical results. A recent head injury (82% of cases, 9% of controls, P < .001) and a cyst larger than 50 mm (64% of cases, 14% of controls, P = .006) remained associated with arachnoid cyst rupture. Therefore, even if his theory is correct, it has no influence on the study's results or conclusions. To further evaluate these data, we divided the entire sample into children less than 2 years of age (all of which were between 1 and 2 years of age) and those older than 2 years and ran separate primary analyses. For the children <2 years, a recent head injury (P = .003) and large cyst size (60% of cases, 22% of controls, P = .26) trended with cyst rupture. For the children older than 2 years, a recent head injury (P = .003) and large cyst size (67% of cases, 11% of controls, P = .005) were significantly associated with cyst rupture. Therefore, these sensitivity analyses demonstrate the robustness of our results, with neither young age (less than 2 years) nor rupture type (hygroma vs hemorrhage) influencing our conclusions. We are intrigued with his theory of arachnoid cyst development; however, given the explanations above and the expanded reanalyses, our results stand as published. Disclosure The authors have no personal, financial, or institutional interest in any of the drugs, materials, or devices described in this article.

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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)0.004
metaresearch head score (Gemma)0.051
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.061
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.051
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0020.002
Scholarly communication0.0040.004
Open science0.0030.003
Research integrity0.0160.025
Insufficient payload (model declined to judge)0.0610.039

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 head0.034
GPT teacher head0.254
Teacher spread0.219 · 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 designNot applicable
Domainnot available
GenreCommentary

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

Citations1
Published2013
Admission routes1
Has abstractyes

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