A systematic review and critical appraisal of guidelines and their recommendations for sedation interruptions in adult mechanically ventilated patients
Bibliographic record
Abstract
OBJECTIVE: The objectives of the review were to (i) assess the methodological quality of all accessible and published guidelines and care bundles that offer a recommendation related to sedation interruptions, using the AGREE-II instrument, to (ii) determine what is the recommended best practice for sedation interruptions from the available guidelines, and then to have (iii) a closer inspection of the overall credibility and applicability of the recommendations using the AGREE-REX instrument. This review will benefit the outcomes of critically ill patients and the multidisciplinary team responsible for the care of mechanically ventilated adults with continuous medication infusions by providing a synthesis of the recommended action(s), actor(s), contextual information, target(s), and timing related to sedation interruptions from current best practice. REVIEW METHOD USED: We conducted a systematic review. DATA SOURCES: We applied a peer-reviewed search strategy to four electronic databases from 2010 to November 2021-MEDLINE, CINAHL, Embase, and The Cochrane Database of Systematic Reviews-and included grey literature. REVIEW METHOD: Findings are reported in accordance with the Preferred Reporting Items for Systematic Review and Meta-Analyses checklist. We assessed overall quality using the validated Appraisal of Guidelines for Research and Evaluation II and AGREE Recommendation Excellence tools. RESULTS: We identified 11 clinical practice guidelines and care bundles comprising 15 recommendations related to sedation interruption. There are three key findings: (i) deficiencies exist with the methodological quality of included guidelines, (ii) sedation interruption is recommended practice for the care of adult mechanically ventilated patients, and (iii) the current evidence is of low quality, which impacts overall credibility and applicability of the recommendations. CONCLUSIONS: Sedation interruptions are currently best practice for adult mechanically ventilated patients; however, the available guidelines and recommendations have several deficiencies. Future research is needed to further understand the role of the nurse and other actors to enact this practice.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.130 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".