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Record W3024741791 · doi:10.1161/strokeaha.120.030153

Severe Acute Respiratory Syndrome Coronavirus 2 Infection and Ischemic Stroke

2020· review· en· W3024741791 on OpenAlexaboutno aff
Eduard Valdes Valderrama, Kelley Humbert, Aaron Lord, Jennifer Frontera, Shadi Yaghi

Bibliographic record

VenueStroke · 2020
Typereview
Languageen
FieldMedicine
TopicLong-Term Effects of COVID-19
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineEmergency departmentStroke (engine)NeurologyPediatricsPsychiatry

Abstract

fetched live from OpenAlex

A 52-year-old man with essential hypertension initially presented to a local emergency department with shortness of breath, cough, and fever.He was prescribed azithromycin and discharged home.On day 7, he represented to a primary stroke center emergency department with sudden onset of right hemiparesis and aphasia.Upon arrival, his blood pressure was 150/94 mm Hg, and his National Institutes of Health Stroke Scale score was 20 for global aphasia, left gaze preference, and right-sided partial hemianopia, facial weakness, severe hemiparesis, and hemianesthesia.He underwent a noncontrast computed tomography (CT) of the brain which was reported as negative for acute hemorrhage but showed a hyperdensity of the M1 segment of the left middle cerebral artery.He subsequently had a CT angiography that demonstrated a left intracranial internal carotid artery occlusion.He was within the intravenous thrombolysis window, and no contraindication for treatment was identified.He received intravenous alteplase and was then transferred to our comprehensive stroke center for consideration of mechanical thrombectomy.Upon arrival to the comprehensive stroke center, the patient's blood pressure was 146/98 mm Hg, and his neurological deficits were persistent.A chest radiograph was within normal and a noncontrast CT of the head was repeated which showed early infarct signs of in the left basal ganglia, internal capsule, caudate head, insular ribbon, operculum, and right posterior frontal lobe with an Alberta Stroke Program Early CT Score of 5. CT perfusion imaging of the brain was obtained to ensure that there was salvageable tissue and showed a favorable mismatch ratio of 4.1 (Figure 1).He underwent conventional angiography, which demonstrated a partially occlusive left terminal internal carotid artery thrombus extending into the left anterior cerebral artery and middle cerebral artery with occlusion of the proximal left middle cerebral artery.Mechanical thrombectomy was performed without the use of general anesthesia with restoration of flow from Thrombolysis in Cerebral Infarction 0 to Thrombolysis in Cerebral Infarction 2A (Figure 2).He was admitted to the stroke unit for further management.The reverse-transcriptase-polymerase-chainreaction assay of a nasopharyngeal sample was positive for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2).He was empirically treated with hydroxychloroquine, and his cough gradually resolved.He did not develop complications of pneumonia, increased work of breathing, or fever.Additional workup revealed: BNP (B-type natriuretic peptide) 193 pg/mL, D-dimer >10 000 ng/mL, fibrinogen 235 mg/dL, ferritin 588 µg/L, CRP (C-reactive protein) 11 mg/L, erythrocyte sedimentation rate 37 mm/h, HIV nonreactive, and a urine drug screen on admission was negative.Hemoglobin A1c and LDL (low-density lipoprotein) levels were normal.Electrocardiogram and cardiac telemetry monitoring did not reveal any arrhythmias.Transthoracic echocardiography showed normal cavity size and wall thickness of the left ventricle, an ejection fraction of 63%, and no evidence of a cardiac source of emboli or patent foramen ovale.A follow-up CT showed a left MCA territory infarction with petechial hemorrhage (Figure 1).His stroke cause remained cryptogenic.Due to the potential risk of worsening hemorrhagic transformation with anticoagulation therapy, he was discharged to acute rehabilitation on aspirin and statin with plans for

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)0.000
metaresearch head score (Gemma)0.001
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: Review · Consensus signal: none
Teacher disagreement score0.003
Threshold uncertainty score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.037
GPT teacher head0.351
Teacher spread0.314 · 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
GenreReview

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

Citations148
Published2020
Admission routes1
Has abstractyes

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