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Record W4400893180 · doi:10.1136/jnis-2024-snis.168

E-063 Number of passes in mechanical thrombectomy matters in patients with large vessel occlusion presenting with low aspects score

2024· article· en· W4400893180 on OpenAlexaboutno aff
Mohammad‐Mahdi Sowlat, Sameh Samir Elawady, Hidetoshi Matsukawa, J Isidor, Conal Cunningham, Rahim Abo Kasem, Atakan Orscelik, I Maier, P Jabbour, J Kim, S Quintero Wolfe, A Rai, R Starke, M Psychogios, E Samaniego, Nikhil Goyal, S Yoshimura, Hugo Cuellar, J Grossberg, A Alawieh, Ali Alaraj, Mohamad Ezzeldin, Daniele Giuseppe Romano, O Tanweer, J Mascitelli, I Fragata, A Polifka, Fazeel Siddiqui, J Osbun, Ramesh Grandhi, R Crosa, C Matouk, Mi‐Suk Park, MR Levitt, W Brinjikji, M Moss, Ergün Dağlıoğlu, R Williamson, Pedro Navía, P Kan, R De Leacy, S Chowdhry, DJ Altschul, A Spiotta

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldMedicine
TopicPeripheral Artery Disease Management
Canadian institutionsnot available
FundersEmory Medical Care FoundationSiemens HealthineersJoe Niekro FoundationGeorgia Research AllianceNeurosurgery Research and Education FoundationSchweizerischer Nationalfonds zur Förderung der Wissenschaftlichen ForschungMedtronicPenumbraEmory UniversityBristol-Myers SquibbStrykerPfizerNational Science Foundation
KeywordsOcclusionComputer scienceCardiologyBiomedical engineeringMedicine

Abstract

fetched live from OpenAlex

Introduction Real-world data showed that less than half of the acute ischemic stroke (AIS) patients with large vessel occlusion (LVO) presenting with low Alberta Stroke Program Early Computed Tomography Score (ASPECTS) (2–5) achieved favorable outcomes at 90 days after mechanical thrombectomy (MT). In this study, we aim to investigate the relationship between the number of MT passes at which successful recanalization is obtained and outcomes in LVO-related AIS patients with low ASPECTS. Methods This retrospective cohort study was performed on the data from 31 thrombectomy-capable centers between 2013 to 2022. Successful recanalization was defined as modified Thrombolysis in Cerebral Ischemia Score ≥ 2b. The primary outcome was a 90-day modified Rankin Scale (mRS) of 0–3. Secondary outcomes were symptomatic intracranial hemorrhage and intracranial hemorrhage within 24 hours and mortality at 90 days. Outcomes were compared among patients with unsuccessful recanalization, successful recanalization at first, second, third, and more than four passes. Results A total of 297 patients with a median age of 70 [IQR 59–78] years were included and 140 (47.1%) were female. In 239 (80.4%) patients, successful recanalization was achieved: 88 patients (29.6%) with 1 pass, 59 patients (19.9%) with 2 passes, 35 (11.8%) patients with 3 passes (11.8%), and 57 patients (19.2%) with more than 4 passes. Compared to unsuccessful recanalization, successful recanalization at first pass (adjusted OR 5.25, 95% CI 1.78 - 17.1), second passes (adjusted OR 5.20, 95% CI 1.68 - 17.6), and passes 4 (adjusted OR 4.90, 95% CI 1.68 - 17.6) was related to 90-day mRS 0–3. Recanalization status and MT attempt number were not related to secondary outcomes except for 90-day mortality. Compared to unsuccessful recanalization, successful recanalization at second and third passes were inversely related to 90-day mortality (adjusted OR 0.37, 95% CI 0.14 - 0.93; adjusted OR 0.33, 95% CI 0.11 - 0.95, respectively). Conclusion The present results indicated that successful recanalization was related to 90-day good outcome regardless the number of MT passes but the odds of achieving favorable outcome declined with each pass. Disclosures M. Sowlat: None. S. Samir Elawady: None. H. Matsukawa: 2; C; B. Braun. 6; C; Daiichi-Sankyo, Stryker. J. Isidor: None. C. Cunningham: None. R. Abo Kasem: None. A. Orscelik: None. I. Maier: 6; C; Pfizer, Bristol-Myers Squibb. P. Jabbour: None. J. Kim: None. S. Quintero Wolfe: None. A. Rai: None. R. M Starke: 1; C; NREF, Joe Niekro Foundation, Brain Aneurysm Foundation, Bee Foundation, Department of Health Biomedical Research Grant (21K02AWD-007000) and by National Institute of Health (R01NS111119–01A1) and (UL1, Medtronic and Balt. 2; C; Penumbra, Abbott, Medtronic, Balt, InNeuroCo, Cerenovus, Naglreiter, Tonbridge, Von Medical, and Optimize Vascular. M. Psychogios: 1; C; Swiss National Science Foundation (SNF) for the DISTAL trial (33IC30_198783) and TECNO trial (32003B_204977), Grant from Bangerter-Rhyner Stiftung for the DISTAL trial, Stryker Neurovascular Inc., Phenox GmbH, Penumbra Inc. and Rapid Medical Inc., Sponsor-PI SPINNERS trial (Funded by a Siemens Healthineers AG Grant). 3; C; Stryker Neurovascular Inc., Medtronic Inc., Penumbra Inc., Acandis GmbH, Phenox GmbH, Siemens Healthineers AG. 6; C; Siemens Healthineers AG, Local PI for the ASSIST, EXCELLENT, TENSION, COATING, SURF and ESCAPE-NEXT trials. E. A Samaniego: 2; C; Medtronic, microvention, Rapid Medical. N. Goyal: None. S. Yoshimura: 6; C; Stryker, Medtronic, Johnson & Johnson, Kaneka Medics. H. Cuellar: 2; C; Medtronic and Microvention. J. A. Grossberg: 2; C; Cognition, Imperative Care. 6; C; Georgia Research Alliance, Emory Medical Care Foundation, Neurosurgery Catalyst. A. Alawieh: None. A. Alaraj: 2; C; Cerenovus. M. Ezzeldin: 2; C; Viz.ai and Imperative care. 4; C; Galaxy Therapeutics. D. G. Romano: 2; C; Penumbra, Balt, Microvention, Phenox. O. Tanweer: 1; C; Q’apel Inc, Steinberg Foundation. 2; C; Viz.AI, Inc., Penumbra, Inc, Balt, Inc, Stryker Inc, Imperative Inc. 6; C; Microvention Inc, Medtronic Inc. J. Mascitelli: None. I. Fragata: None. A. Polifka: None. F. Siddiqui: None. J. Osbun: None. R. Grandhi: 2; C; Balt Neurovascular, Cerenovus, Medtronic Neurovascular, Rapid Medical, and Stryker Neurovascular. R. Crosa: None. C. Matouk: 2; C; Stryker, Medtronic, Microvention, Penumbra, and Silk Road Medical. 3; C; Penumbra and Silk Road Medical. M. S. Park: 2; C; Medtronic. M. R. Levitt: 1; C; Medtronic and Stryker. 2; C; Medtronic, Aeaean Advisers and Metis Innovative. 6; C; Proprio, Stroke Diagnostics, Apertur, Stereotaxis, Fluid Biomed, and Hyperion Surgical, editorial board of Journal of NeuroInterventional Surgery; Data safety monitoring board of Arsenal Medical. W. Brinjikji: 2; C; Medtronic, Stryker, Imperative Care, Microvention, MIVI Neurovascular, Cerenovus, Asahi, and Balt. 6; C; Holds equity in Nested Knowledge, Superior Medical Editors, Piraeus Medical, Sonoris Medical, and MIVI Neurovascular, He receives royalties from Medtronic and Balloon Guide Catheter Technology, He serves in a leadership or fiduciary role for MIVI Neurovascular, Marblehead Medical LLC, Interventional Neuroradiology (Editor in Chief), Piraeus Medical, and WFITN. M. Moss: None. E. Daglioglu: None. R. Williamson Jr.: 2; C; Medtronic, Stryker, and Synaptive Medical. P. Navia: 2; C; Penumbra, Medtronic, Stryker, Cerenovus and Balt. P. Kan: 1; C; Grants from the NIH (1U18EB029353–01) and unrestricted educational grants from Medtronic and Siemens. 2; C; Imperative Care and Stryker Neurovascular. 4; C; Vena Medical. R. De Leacy: 1; C; Research grants from Siemens Healthineers and Kaneka medical. 2; C; Cerenovus, Stryker Neurovascular and Sim & Cure. 6; C; Minor equity interest Vastrax, Borvo medical, Synchron, Endostream, Von Vascular, Radical catheters and Precision Recovery Inc., PI for Imperative Trial. S. Chowdhry: 2; C; Medtronic, Microvention. D. J Altschul: 2; C; MicroVention, Stryker, and Cerenovus. A. M. Spiotta: 2; C; Penumbra, Terumo, RapidAI, Cerenovus.

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 score0.003
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.001

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 head0.006
GPT teacher head0.252
Teacher spread0.246 · 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".

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Citations0
Published2024
Admission routes1
Has abstractyes

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