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Record W4397040834 · doi:10.1681/asn.20233411s115a

Long-Term Intervention Rate with Drug-Coated Balloons for Dysfunctional Arteriovenous (AV) Fistulas: Meeting KDOQI Targets in the IN.PACT AV Access Trial

2023· article· en· W4397040834 on OpenAlexaff
Anjana Gopal, Charmaine E. Lok

Bibliographic record

VenueJournal of the American Society of Nephrology · 2023
Typearticle
Languageen
FieldHealth Professions
TopicCentral Venous Catheters and Hemodialysis
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsMedicinePactDrugArteriovenous fistulaSurgeryPharmacology

Abstract

fetched live from OpenAlex

Background: A key KDOQI Guidelines target is to have ≤3 percutaneous or surgical interventions per year to maintain AV fistula (AVF) patency. We aimed to define the intervention and thrombosis rates per AVF-years through 36 months from the IN.PACT AV Access trial. Methods: This global, 29-center, single-blinded pivotal study randomized participants with de novo or non-stented restenotic obstructive lesion(s) of upper extremity AVF 1:1 to treatment with an IN.PACT AV paclitaxel drug-coated balloon (DCB; n=170) or standard percutaneous transluminal angioplasty (PTA; n=160). Participants were followed for 36 months; intervention rates and fistula-years of use were captured and compared to KDOQI guidelines target. 36 month thrombosis rates were compared between DCB and PTA groups. Results: Of the 330 participants randomized, 133 completed their 3-year visit. Including the index procedure, the rates of intervention ranged 1.24-2.55 per AVF-year for DCB group and 1.48-3.06 per AVF-year for PTA group (Table). The cumulative incidence rate of access circuit thrombosis at 36 months was 8.2% (10) in DCB group and 18.3% (19) in PTA group with a hazard ratio of 0.457 (95% confidence interval: 0.212- 0.983; P = 0.04). Conclusions: The need for interventions to maintain patency and thrombosis rate was reduced with use of DCB compared with PTA at the 1-, 2-, and 3-year timepoints post index procedure for the treatment of dysfunctional AVF. At the 3-year timepoint, both DCB and PTA groups met the KDOQI targets for AVF interventions per year to maintain patency. Number of target lesion interventions per fistula yearsAVF, arteriovenous fistula; DCB, drug-coated balloon; No, number; PTA, percutaneous transluminal angioplasty.

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)0.003
metaresearch head score (Gemma)0.004
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.015

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.000

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 head0.045
GPT teacher head0.372
Teacher spread0.327 · 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

Citations0
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueJournal of the American Society of Nephrology→Same topicCentral Venous Catheters and Hemodialysis→French-language works237,207→