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Record W4405698982 · doi:10.1177/15266028241307848

Procedure-Related Mortality in Aspiration Thrombectomy for Pulmonary Embolism: A MAUDE Database Analysis of the Inari FlowTriever and Penumbra Indigo Systems

2024· article· en· W4405698982 on OpenAlexaff
Blair E. Warren, Kong Teng Tan, Arash Jaberi, Laura Donahoe, Marc de Perrot, Micheal McInnis, John Granton, Sebastian Mafeld

Bibliographic record

VenueJournal of Endovascular Therapy · 2024
Typearticle
Languageen
FieldMedicine
TopicVenous Thromboembolism Diagnosis and Management
Canadian institutionsToronto General HospitalUniversity of TorontoUniversity Health Network
Fundersnot available
KeywordsMedicinePulmonary embolismPerforationPenumbraCause of deathSurgeryInternal medicine

Abstract

fetched live from OpenAlex

BACKGROUND: Pulmonary embolism (PE) is an important cause of death and disability. Advances in catheter-directed therapies have led to the use of devices, such as the Inari FlowTriever and Penumbra Indigo system for aspiration thrombectomy (AT) for both massive and sub-massive PE. However, limited data exist on causes of procedural mortality. METHODS: Analysis of the Food and Drug Administration's (FDA) Manufacture and User Facility Device Experience (MAUDE) database was performed. Data for the Inari FlowTriever and Penumbra Indigo aspiration thrombectomy systems were evaluated for mortality events and classified by cause of death from January 1, 2015, to December 31, 2023. RESULTS: The review identified 26 mortality events related to the Inari FlowTriever and 28 related to the Penumbra Indigo device. Pulmonary vascular perforation (n=26) and right heart injury/tamponade (n=9) were the most common source of mortality. Clot migration (n=4) and acute right heart failure (n=5) were less frequently observed. CONCLUSIONS: This study reveals more mortality events than have been captured in the literature to date. Vascular perforation and cardiac injury are the most common and also potentially preventable sources of mortality. Strategies to mitigate complications related to aspiration thrombectomy are described.Clinical ImpactAnalysis of mortality in aspiration thrombectomy (AT) for acute pulmonary embolism is necessary to better understand the safety profile of this procedure. This analysis of the MAUDE database reports the largest single cohort of 54 deaths. Potentially preventable procedure-related mortality in AT has been documented to be the result of vascular perforation and cardiac perforation with tamponade. Preparation for emergent pericardiocentesis should be considered in mechanical thrombectomy. Clot migration may result from thrombus maceration or migration of clot in transit, thus, careful pre-procedure examination for clot in transit with echocardiography is suggested.

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)0.004
metaresearch head score (Gemma)0.015
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: none
Teacher disagreement score0.010
Threshold uncertainty score0.021

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.015
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.004
Bibliometrics0.0080.008
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0000.001
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 head0.025
GPT teacher head0.302
Teacher spread0.277 · 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".

Quick stats

Citations4
Published2024
Admission routes1
Has abstractyes

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