SynthesisThe Cochrane database of systematic reviews2014
Automated versus non-automated weaning for reducing the duration of mechanical ventilation for critically ill adults and children.
Synthesis in The Cochrane database of systematic reviews, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 5 of them syntheses that pooled 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.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
17 citing papers in PubMed, 5 syntheses or guidelines pooled it, 59 citations in OpenAlex.
- Automated versus non-automated weaning for reducing the duration of mechanical ventilation for critically ill adults and children.The Cochrane database of systematic reviews · 2025Pooled it
- Pulmonary infection control window as a switching point for sequential ventilation in the treatment of COPD patients: a meta-analysis.International journal of chronic obstructive pulmonary disease · 2017Pooled it
- Factors that impact on the use of mechanical ventilation weaning protocols in critically ill adults and children: a qualitative evidence-synthesis.The Cochrane database of systematic reviews · 2016Pooled it
- Protocolized versus non-protocolized weaning for reducing the duration of invasive mechanical ventilation in newborn infants.The Cochrane database of systematic reviews · 2016Pooled it
- Automated versus non-automated weaning for reducing the duration of mechanical ventilation for critically ill adults and children: a cochrane systematic review and meta-analysis.Critical care (London, England) · 2015Pooled it
- High-velocity nasal insufflation with oxygen assist module versus conventional high-velocity nasal insufflation after extubation: an open-label randomized crossover study.Journal of thoracic disease · 2025Article
- Mechanical ventilation core outcome set uptake in Cochrane systematic reviews: A cross-sectional study.Cochrane evidence synthesis and methods · 2024Article
- Defining predictors for successful mechanical ventilation weaning, using a data-mining process and artificial intelligence.Scientific reports · 2023Article
- How I Teach: Liberation from Mechanical Ventilation.ATS scholar · 2023Article
- Article
- A Core Outcome Set for Critical Care Ventilation Trials.Critical care medicine · 2019Article
- Modes of mechanical ventilation vary between hospitals and intensive care units within a university healthcare system: a retrospective observational study.BMC research notes · 2018Observational
- Using the features of the time and volumetric capnogram for classification and prediction.Journal of clinical monitoring and computing · 2017Review
- Fast-track cardiac care for adult cardiac surgical patients.The Cochrane database of systematic reviews · 2016Review
- Hospital Use in the Last Year of Life for Children With Life-Threatening Complex Chronic Conditions.Pediatrics · 2015Article
- Article
- Digital future in perioperative medicine: Are we there yet?Journal of anaesthesiology, clinical pharmacologyArticle
Corrections and comments
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Authors and funding
6 authors at 5 institutions in 3 countries.
Funding
Abstract
backgroundAutomated closed loop systems may improve adaptation of mechanical support for a patient's ventilatory needs and facilitate systematic and early recognition of their ability to breathe spontaneously and the potential for discontinuation of ventilation. This review was originally published in 2013 with an update published in 2014.
objectivesThe primary objective for this review was to compare the total duration of weaning from mechanical ventilation, defined as the time from study randomization to successful extubation (as defined by study authors), for critically ill ventilated patients managed with an automated weaning system versus no automated weaning system (usual care).Secondary objectives for this review were to determine differences in the duration of ventilation, intensive care unit (ICU) and hospital lengths of stay (LOS), mortality, and adverse events related to early or delayed extubation with the use of automated weaning systems compared to weaning in the absence of an automated weaning system. SEARCH
methodsWe searched the Cochrane Central Register of Controlled Trials (CENTRAL) (The Cochrane Library 2013, Issue 8); MEDLINE (OvidSP) (1948 to September 2013); EMBASE (OvidSP) (1980 to September 2013); CINAHL (EBSCOhost) (1982 to September 2013); and the Latin American and Caribbean Health Sciences Literature (LILACS). Relevant published reviews were sought using the Database of Abstracts of Reviews of Effects (DARE) and the Health Technology Assessment Database (HTA Database). We also searched the Web of Science Proceedings; conference proceedings; trial registration websites; and reference lists of relevant articles. The original search was run in August 2011, with database auto-alerts up to August 2012. SELECTION CRITERIA: We included randomized controlled trials comparing automated closed loop ventilator applications to non-automated weaning strategies including non-protocolized usual care and protocolized weaning in patients over four weeks of age receiving invasive mechanical ventilation in an ICU. DATA COLLECTION AND ANALYSIS: Two authors independently extracted study data and assessed risk of bias. We combined data in forest plots using random-effects modelling. Subgroup and sensitivity analyses were conducted according to a priori criteria. MAIN
resultsWe included 21 trials (19 adult, two paediatric) totaling 1676 participants (1628 adults, 48 children) in this updated review. Pooled data from 16 eligible trials reporting weaning duration indicated that automated closed loop systems reduced the geometric mean duration of weaning by 30% (95% confidence interval (CI) 13% to 45%), however heterogeneity was substantial (I(2) = 87%, P < 0.00001). Reduced weaning duration was found with mixed or medical ICU populations (42%, 95% CI 10% to 63%) and Smartcare/PS™ (28%, 95% CI 7% to 49%) but not in surgical populations or using other systems. Automated closed loop systems reduced the duration of ventilation (10%, 95% CI 3% to 16%) and ICU LOS (8%, 95% CI 0% to 15%). There was no strong evidence of an effect on mortality rates, hospital LOS, reintubation rates, self-extubation and use of non-invasive ventilation following extubation. Prolonged mechanical ventilation > 21 days and tracheostomy were reduced in favour of automated systems (relative risk (RR) 0.51, 95% CI 0.27 to 0.95 and RR 0.67, 95% CI 0.50 to 0.90 respectively). Overall the quality of the evidence was high with the majority of trials rated as low risk. AUTHORS'
conclusionsAutomated closed loop systems may result in reduced duration of weaning, ventilation and ICU stay. Reductions are more likely to occur in mixed or medical ICU populations. Due to the lack of, or limited, evidence on automated systems other than Smartcare/PS™ and Adaptive Support Ventilation no conclusions can be drawn regarding their influence on these outcomes. Due to substantial heterogeneity in trials there is a need for an adequately powered, high quality, multi-centre randomized controlled trial in adults that excludes 'simple to wean' patients. There is a pressing need for further technological development and research in the paediatric population.
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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.