ArticleAmerican journal of respiratory and critical care medicine2021
Using Bayesian Methods to Augment the Interpretation of Critical Care Trials. An Overview of Theory and Example Reanalysis of the Alveolar Recruitment for Acute Respiratory Distress Syndrome Trial.
Article in American journal of respiratory and critical care medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 88 papers, 12 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
88 citing papers in PubMed, 12 syntheses or guidelines pooled it.
- Real-World Luspatercept Evidence in Myelodysplastic Neoplasms: A Systematic Review and Bayesian Meta-Analysis.Hematological oncology · 2026Pooled it
- Perioperative albumin versus other fluids to prevent cardiac surgery-associated kidney injury: a systematic review and meta-analysis of randomized trials.Critical care science · 2026Pooled it
- Beneficial vs harmful effects of pharmacological treatment of patent ductus arteriosus: A Bayesian meta-analysis.Pediatric research · 2025Pooled it
- Perioperative dexmedetomidine for the prevention of postoperative delirium after cardiac surgery: a systematic review, Bayesian meta-analysis, and Bayesian re-analysis of the DECADE trial.British journal of anaesthesia · 2025Pooled it
- Blood Pressure Targets for Adults with Vasodilatory Shock - An Individual Patient Data Meta-Analysis.NEJM evidence · 2025Pooled it
- Effectiveness of Fludrocortisone Plus Hydrocortisone versus Hydrocortisone Alone in Septic Shock: A Systematic Review and Network Meta-Analysis of Randomized Controlled Trials.American journal of respiratory and critical care medicine · 2024Pooled it
- Risk of infectious adverse events of venetoclax therapy for hematologic malignancies: a systematic review and meta-analysis of RCTs.Blood advances · 2024Pooled it
- Ketamine versus etomidate as an induction agent for tracheal intubation in critically ill adults: a Bayesian meta-analysis.Critical care (London, England) · 2024Pooled it
- Effect of tocilizumab, sarilumab, and baricitinib on mortality among patients hospitalized for COVID-19 treated with corticosteroids: a systematic review and meta-analysis.Clinical microbiology and infection : the official publication of the European Society of Clinical Microbiology and Infectious Diseases · 2023Pooled it
- Non-inferiority and clinical superiority of glucagon-like peptide-1 receptor agonists and sodium-glucose co-transporter-2 inhibitors: Systematic analysis of cardiorenal outcome trials in type 2 diabetes.Diabetes, obesity & metabolism · 2022Pooled it
- Fluvoxamine for Outpatient Management of COVID-19 to Prevent Hospitalization: A Systematic Review and Meta-analysis.JAMA network open · 2022Pooled it
- Target temperature management following cardiac arrest: a systematic review and Bayesian meta-analysis.Critical care (London, England) · 2022Pooled it
- Restrictive vs Liberal Transfusion Strategy After Myocardial Infarction: A Post Hoc Analysis of the MINT Randomized Clinical Trial.JAMA network open · 2026Trial
- A Bayesian re-analysis of the STRESS trial.American heart journal · 2026Trial
- Bayesian reanalysis of early remdesivir for the treatment of COVID-19 in outpatients with high risk of progression to severe disease.PloS one · 2026Trial
- Effect of noninvasive ventilation on tracheal reintubation among patients with hypoxemic respiratory failure following abdominal surgery: a bayesian post-hoc analysis of the NIVAS trial.Critical care (London, England) · 2025Trial
- A Bayesian re-analysis of the DANFLU-1 trial.Human vaccines & immunotherapeutics · 2025Trial
- Awake Prone Positioning in Patients With COVID-19 Respiratory Failure: A Randomized Clinical Trial.JAMA network open · 2025Trial
- Impact of neuromuscular block monitoring and reversal on postoperative pulmonary complications in thoracic surgery: a Bayesian analysis of the iPROVE-OLV trial.British journal of anaesthesia · 2025Trial
- Effects of dapagliflozin on urinary output, fluid balance, and biochemistry in critically ill patients: a post-hoc secondary analysis of the DEFENDER trial.Critical care (London, England) · 2025Trial
28 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
Most randomized trials are designed and analyzed using frequentist statistical approaches such as null hypothesis testing and
Indexed as
Identifiers
What Socratic holds
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 Socratic graph.