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Record W7037326039

Endovascular Treatment in Stroke Patients of Working Age: A Multicenter Observational Study of Real-World Outcomes

2025· article· en· W7037326039 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicWorld Systems and Global Transformations
Canadian institutionsPancreas Centre (Canada)
Fundersnot available
KeywordsObservational studyStroke (engine)ChinaSocioeconomic statusGeneral hospitalDistrict hospitalWork (physics)Medical treatment
DOInot available

Abstract

fetched live from OpenAlex

Yongting Zhou,1 Mohammad Mofatteh,2 Zijie Zheng,3 Feng Liu,4 Sijie Zhou,5 Jicai Ma,6 Zile Yan,7 Yuzheng Lai,8 Weijiang Li,1 Weiying Chen,1 Mohamad Abdalkader,9 Robert W Regenhardt,10 Xiangmin Liu1 1Department of Neurology, Huadu District People’s Hospital of Guangzhou, Guangzhou, People’s Republic of China; 2School of Medicine, Dentistry and Biomedical Sciences, Queen’s University Belfast, Belfast, UK; 3School of Automation Science and Engineering, South China University of Technology, Guangzhou, People’s Republic of China; 4Department of Internal Medicine, Huadu District People’s Hospital of Guangzhou, Guangzhou, People’s Republic of China; 5Department of Surgery of Cerebrovascular Diseases, First People’s Hospital of Foshan, Foshan, Guangdong Province, People’s Republic of China; 6Department of Neurology, The Affiliated Yuebei People’s Hospital of Shantou University Medical College, Shaoguan, People’s Republic of China; 7Department of Neurology and Advanced National Stroke Center, Foshan Sanshui District People’s Hospital, Foshan, Guangdong Province, People’s Republic of China; 8Department of Neurology, Guangdong Provincial Hospital of Integrated Traditional Chinese and Western Medicine (Nanhai District Hospital of Traditional Chinese Medicine of Foshan City), Foshan, Guangdong Province, People’s Republic of China; 9Department of Radiology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA; 10Department of Neurology, Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USACorrespondence: Xiangmin Liu, Department of Neurology, Huadu District People’s Hospital of Guangzhou, Guangzhou, People’s Republic of China, Email 13560494238@163.comPurpose: The prevalence of acute ischemic stroke (AIS) is increasing among people of working age, posing socioeconomic and healthcare challenges. Inability to return to work can have significant negative consequences and contribute to the economic burden of stroke. Endovascular treatment (EVT) has been established as the standard of care for large vessel occlusion AIS patients. In this study, we aimed to identify factors predicting favorable outcome among working age AIS patients undergoing EVT.Patients and Methods: We analyzed data from 309 patients from five comprehensive stroke centers between 2019 and 2023. All patients were working age (18< 59) with symptoms onset of within 24 hours. Modified thrombolysis in cerebral infarction (mTICI) score of 2b-3 was considered as successful recanalization. We used 3-months mRS post-EVT to evaluate the outcome; mRS of 0– 2 was defined as favorable outcome, whereas mRS of 3– 6 was considered unfavorable outcome.Results: The unfavorable outcome group consisted of 150 patients, and 159 patients were in the favorable outcome group. More people in the unfavorable outcome group had diabetes (29.33% vs 15.72%, p=0.004) and hypertension (61.33% vs 40.88, p< 0.001). A multivariable regression analysis demonstrated that several factors, including successful recanalization (odds ratio (OR) 5.298, 95% confidence interval (CI) 1.735– 16.174, p=0.003), pre-EVT NIHSS (OR 0.892, 95% CI 0.852– 0.934, p=0.000), baseline Alberta stroke program early CT score (ASPECTS) (OR 1.609, 95% CI 1.274– 2.032, p=0.000), hypertension (OR 0.477, 95% CI 0.270– 0.845, p=0.011), diabetes mellitus (OR 0.413, 95% CI 0.208– 0.820, p=0.011), and symptomatic intracerebral hemorrhage (sICH) (OR 0.045, 95% CI 0.006– 0.359, p=0.003) can predict the outcome of patients undergoing EVT.Conclusion: Favorable outcome of working age patients with AIS undergoing EVT can be predicted using multiple factors, including hypertension, diabetes mellitus, successful recanalization, pre-EVT NIHSS, baseline ASPECTS, and sICH.Keywords: acute ischemic stroke, endovascular treatment, thrombectomy, China, working age, patient outcome

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.022
Threshold uncertainty score0.946

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.413
GPT teacher head0.572
Teacher spread0.159 · 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