Evidence map›Paper›PMID 40107679›Full record

ArticleBMJ open2025

Liberation from mechanical ventilation using Extubation Advisor Decision Support (LEADS): protocol for a multicentre pilot trial.

Karen E A Burns, Jill E Allan, Emma Lee, Marlene Santos-Taylor, Phyllis Kay, Pamela Greco, Hilary Every, Owen Mooney, Maged Tanios, Edmund Tan and 16 more

Registry-linked trialAbstract readClinical Trial Protocol
In one paragraph

Article in BMJ open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05506904 (Liberation From Mechanical Ventilation Using Extubation Advisor Decision Support), which is not on this map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT05506904 narecruitingnot on this map

Liberation From Mechanical Ventilation Using Extubation Advisor Decision Support: The Multicentre (LEADS) Pilot Trial

TypeinterventionalSponsorOttawa Hospital Research InstituteRan2024 to 2026Enrolled200ConditionsAirway ExtubationArmsExtubation Advisor
3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Review
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

26 authors.

Karen E A BurnsInterdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, North America, Canada Karen.Burns@unityhealth.to.ORCID http://orcid.org/0000-0002-9967-5424
Jill E AllanOttawa Hospital Research Institute, Ottawa, North America, Canada.
Emma LeeRespiratory Therapy, Ottawa General Hospital, Ottawa, North America, Canada.
Marlene Santos-TaylorCritical Care, Unity Health Toronto, Toronto, North America, Canada.
Phyllis KayPatient and Family Advisory Committee, Unity Health Toronto, Toronto, North America, Canada.
Pamela GrecoRespiratory Therapy, Unity Health Toronto, Toronto, North America, Canada.
Hilary EveryRespiratory Therapy, Unity Health Toronto, Toronto, North America, Canada.
Owen MooneyCritical Care, University of Manitoba, Winnipeg, North America, Canada.
Maged TaniosCritical Care, Memorial Care Long Beach Medical Center, Long Beach, California, USA.ORCID http://orcid.org/0000-0002-4103-6099
Edmund TanCritical Care, Queen Elizabeth II Health Sciences Centre, Halifax, North America, Canada.
Christophe L HerryOttawa Hospital Research Institute, Ottawa, North America, Canada.
Nathan B ScalesOttawa Hospital Research Institute, Ottawa, North America, Canada.
Audrey GouskosPatient and Family Advisory Committee, Unity Health Toronto, Toronto, North America, Canada.
Alexandre TranCritical Care, University of Ottawa, Ottawa, North America, Canada.
Akshai IyengarMedicine, University of Ottawa, Ottawa, North America, Canada.
David M MasloveCritical Care Medicine, Queen's University, Kingston, North America, Canada.
Jim KutsogiannisCritical Care Medicine, University of Alberta Faculty of Medicine and Dentistry, Edmonton, North America, Canada.
Emmanuel CharbonneyUniversite de Montreal Faculte de medecine, Montreal, North America, Canada.
Asher MendelsonCritical Care, University of Manitoba Faculty of Health Sciences, Winnipeg, North America, Canada.
Francois LelloucheCritical Care, Univ Laval, Quebec City, North America, Canada.
Francois LamontagneCritical Care, Universite de Sherbrooke, Sherbrooke, North America, Canada.
Damon ScalesCritical Care, Sunnybrook Health Sciences Centre, Toronto, North America, Canada.
Patrick ArchambaultEmergency Medicine, Université Laval, Québec, North America, Canada.
Alexis F TurgeonDepartment of Anesthesiology and Critical Care Medicine, Université Laval, Quebec City, North America, Canada.
Andrew J E SeelyEpidemiology, Ottawa Hospital Research Institute, Ottawa, North America, Canada.
Canadian Critical Care Trials GroupSunnybrook Research Institute, Toronto, North America, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionTimely successful liberation from invasive ventilation has the potential to minimise critically ill patients' exposure to invasive ventilation, save costs and improve outcomes; yet no trials have evaluated strategies to better inform extubation decision-making. The Liberation from mechanical ventilation using Extubation Advisor (EA) Decision Support (LEADS) Pilot Trial will assess the feasibility of a trial of a novel extubation decision support tool on feasibility metrics. The primary feasibility outcome will reflect our ability to recruit the desired population. Secondary feasibility outcomes will assess rates of (1) consent, (2) randomisation, (3) intervention adherence, (4) bidirectional crossovers and the (5) completeness of clinical outcomes collected. We will also evaluate physicians' perceptions of the usefulness of the EA tool and measure costs related to EA implementation. METHODS AND ANALYSIS: We will include critically ill adults who are invasively ventilated for ≥48 hours and who are ready to undergo a spontaneous breathing trial (SBT) with a view to extubation. Patients in the intervention arm will undergo an EA assessment that measures respiratory rate variability to derive an estimate of extubation readiness. Treating clinicians (respiratory therapists, attending physicians and intensive care unit fellows) will receive an EA report for each SBT conducted. The EA report will assist, rather than direct, extubation decision-making. Patients in the control arm will receive standard care. SBTs will be directed by clinicians, using current best evidence, without EA assessments or reports. We aim to recruit 1 to 2 patients/month in approximately 10 centres, and to achieve >75% consent rate, >95% randomisation among consented patients, >80% of EA reports generated and delivered (intervention arm), <10% crossovers (both arms) and >90% of patients with complete clinical outcomes. We will also report physician point-of-care perceptions of the usefulness of the EA tool. ETHICS AND DISSEMINATION: The LEADS Pilot Trial is approved by the Research Ethics Boards of all participating centres and Clinical Trials Ontario (4008). We will disseminate the LEADS trial findings through conference presentations and publication. TRIAL REGISTRATION NUMBER: NCT05506904. PROTOCOL VERSION: 24 April 2024.

Indexed as

Airway ExtubationCritical IllnessDecision Support TechniquesRespiration, ArtificialVentilator WeaningFeasibility StudiesHumansMulticenter Studies as TopicPilot ProjectsAdult intensive & critical careArtificial IntelligenceMachine Learning

Identifiers

PMID40107679
PMCPMC11927467

What OpenQuestion holds

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.