MétaCan
Menu
Back to cohort
Record W3183834593 · doi:10.1024/0040-5930/a001277

Stroke Unit- / Stroke Center-Management

2021· article· de· W3183834593 on OpenAlexaff
Joachim Fladt, Stefan T. Engelter, Gian Marco De Marchis, Marios Psychogios, Philippe Lyrer, Leo H. Bonati, Henrik Gensicke

Bibliographic record

VenueTherapeutische Umschau · 2021
Typearticle
Languagede
FieldMedicine
TopicAcute Ischemic Stroke Management
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsMedicineStroke (engine)GynecologyPhysics

Abstract

fetched live from OpenAlex

Zusammenfassung. In der Schweiz erleiden etwa 16’000 Menschen pro Jahr einen Hirnschlag. Für deren Behandlung stehen derzeit 23 Stroke Units und Stroke Center zur Verfügung. Die Akutbehandlung auf einer Stroke Unit folgt einem standardisierten, ganzheitlichen und interdisziplinären Ansatz, dessen Kernaufgaben die Prävention und Therapie von Akutkomplikationen, die Ursachenabklärung und Rezidivprophylaxe sowie die Frührehabilitation und Sozialplanung umfassen. Die Stroke Unit-Behandlung senkt die Mortalität und das Risiko bleibender Beeinträchtigungen nach einem Hirnschlag und ist neben der intravenösen Thrombolyse und der mechanischen Thrombektomie der Grundpfeiler der Hirnschlag-Akutbehandlung. Der folgende Artikel liefert einen detaillierten Überblick über die Kernaufgaben und aktuellen Behandlungsstandards des Stroke Unit-Managements.

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)0.005
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.046
Threshold uncertainty score0.153

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0010.000
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0460.009

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 head0.026
GPT teacher head0.279
Teacher spread0.253 · 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
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

Citations4
Published2021
Admission routes1
Has abstractyes

Explore more

Same venueTherapeutische UmschauSame topicAcute Ischemic Stroke ManagementFrench-language works237,207