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

被引:0
|
作者
Burns, Karen E. A. [1 ,2 ]
Allan, Jill E. [3 ]
Lee, Emma [4 ]
Santos-Taylor, Marlene [5 ]
Kay, Phyllis [6 ]
Greco, Pamela [7 ]
Every, Hilary [7 ]
Mooney, Owen [8 ]
Tanios, Maged [9 ]
Tan, Edmund [10 ]
Herry, Christophe L. [3 ]
Scales, Nathan B. [3 ]
Gouskos, Audrey [6 ]
Tran, Alexandre [11 ]
Iyengar, Akshai [12 ]
Maslove, David M. [13 ]
Kutsogiannis, Jim [14 ]
Charbonney, Emmanuel [15 ]
Mendelson, Asher [16 ]
Lellouche, Francois [17 ]
Lamontagne, Francois [18 ]
Scales, Damon [19 ]
Archambault, Patrick [20 ,21 ]
Turgeon, Alexis F. [22 ,23 ]
Seely, Andrew J. E. [24 ,25 ]
Canadian Critical Care Trials Group, Canadian Critical Care Trials
机构
[1] Univ Toronto, Interdept Div Crit Care Med, Toronto, ON, Canada
[2] Unity Hlth Toronto, Dept Crit Care Med, Toronto, ON, Canada
[3] Ottawa Hosp Res Inst, Ottawa, ON, Canada
[4] Ottawa Gen Hosp, Resp Therapy, Ottawa, ON, Canada
[5] Unity Hlth Toronto, Crit Care, Toronto, ON, Canada
[6] Unity Hlth Toronto, Patient & Family Advisory Comm, Toronto, ON, Canada
[7] Unity Hlth Toronto, Resp Therapy, Toronto, ON, Canada
[8] UNIV MANITOBA, Crit Care, WINNIPEG, MB, Canada
[9] Mem Care Long Beach Med Ctr, Crit Care, Long Beach, CA USA
[10] Queen Elizabeth 2 Hlth Sci Ctr, Dept Pathol, Halifax, NS, Canada
[11] Univ Ottawa, Ottawa Hosp Crit Care, Ottawa, ON, Canada
[12] Univ Ottawa, Dept Med, Ottawa, ON, Canada
[13] Queens Univ, Crit Care Med, Kingston, ON, Canada
[14] Univ Alberta, Crit Care Med, Fac Med & Dent, Edmonton, AB, Canada
[15] Univ Montreal, Fac Med, Montreal, PQ, Canada
[16] Univ Manitoba, Dept Radiol, Fac Hlth Sci, Winnipeg, MB, Canada
[17] Univ Laval, Dept Anesthesiol & Crit Care, Quebec City, PQ, Canada
[18] Univ Sherbrooke, Crit Care, Sherbrooke, PQ, Canada
[19] Sunnybrook Hlth Sci Ctr, Crit Care, Toronto, ON, Canada
[20] Univ Laval, Emergency Med, Quebec City, PQ, Canada
[21] Univ Laval, Hotel Dieu Levis, Levis, PQ, Canada
[22] Univ Laval, Dept Anesthesiol & Crit Care Med, Quebec City, PQ, Canada
[23] CHA Hop Enfant Jesus, Crit Care, Quebec City, PQ, Canada
[24] Ottawa Hosp Res Inst, Epidemiol, Ottawa, ON, Canada
[25] Ottawa Hosp, Surg, Ottawa, ON, Canada
来源
BMJ OPEN | 2025年 / 15卷 / 03期
关键词
Machine Learning; Adult intensive & critical care; Artificial Intelligence; HEART-RATE-VARIABILITY; INTENSIVE-CARE-UNIT; SPONTANEOUS BREATHING TRIALS; CRITICALLY-ILL ADULTS; PHYSIOLOGICAL COMPLEXITY; FAILURE; OUTCOMES; INDEX; PREDICTOR; DIAGNOSIS;
D O I
10.1136/bmjopen-2024-093853
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Introduction Timely 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.
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页数:9
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