ArticleScientific reports2018
Ventilator Dependence Risk Score for the Prediction of Prolonged Mechanical Ventilation in Patients Who Survive Sepsis/Septic Shock with Respiratory Failure.
Article in Scientific reports, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04396522 (Application of Serial Body Composition Change for Risk Prediction in Treating Patients With Severe Pneumonia), which is not on this map. Cited by 21 papers, 1 of them a synthesis that pooled it.
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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.
Application of Serial Body Composition Change for Risk Prediction in Treating Patients With Severe Pneumonia
Who cites it
21 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Risk Factors for Prolonged Mechanical Ventilation and Weaning Failure: A Systematic Review.Respiration; international review of thoracic diseases · 2022Pooled it
- Randomized clinical trial of ventilator liberation with pressure support ventilation versus therapist-implement patient-specific weaning in prolonged weaning patients via tracheostomy.BMC pulmonary medicine · 2026Trial
- Risk factors, predictive biomarkers, and microbial profile of ventilator-associated pneumonia in critically ill patients: a retrospective cohort Study.BMC pulmonary medicine · 2026Article
- Explainable machine learning prediction of tracheostomy after craniotomy for supratentorial intracerebral hemorrhage.Scientific reports · 2026Article
- Construction of a Risk Prediction Model for Stroke Occurrence in Septic Shock Patients: A Combined Analysis Using LASSO and Multivariate Logistic Regression.International journal of general medicine · 2026Article
- Article
- An artificial intelligence application to predict prolonged dependence on mechanical ventilation among patients with critical orthopaedic trauma: an establishment and validation study.BMC musculoskeletal disorders · 2024Article
- The impact of comorbidities on prolonged mechanical ventilation in patients with chronic obstructive pulmonary disease.BMC pulmonary medicine · 2024Article
- Risk factors for long-term invasive mechanical ventilation: a longitudinal study using German health claims data.Respiratory research · 2024Article
- Use of the Geriatric Nutritional Risk Index to Assess Risk for Postoperative Complications Following Posterior Cervical Decompression/Fusion.International journal of spine surgery · 2023Article
- Prediction prolonged mechanical ventilation in trauma patients of the intensive care unit according to initial medical factors: a machine learning approach.Scientific reports · 2023Article
- Association of Hypernatremia with Immune Profiles and Clinical Outcomes in Adult Intensive Care Unit Patients with Sepsis.Biomedicines · 2022Article
- Dynamic monitoring of kidney injury status over 3 days in the intensive care unit as a sepsis phenotype associated with hospital mortality and hyperinflammation.Biomedical journal · 2022Article
- Mechanical Ventilator Liberation of Patients With COVID-19 in Long-term Acute Care Hospital.Chest · 2022Article
- Application of a 72 h National Early Warning Score and Incorporation with Sequential Organ Failure Assessment for Predicting Sepsis Outcomes and Risk Stratification in an Intensive Care Unit: A Derivation and Validation Cohort Study.Journal of personalized medicine · 2021Article
- Metabolic dysfunction and immunometabolism in COVID-19 pathophysiology and therapeutics.International journal of obesity (2005) · 2021Review
- Risk factors and associated outcomes of ventilator-associated events developed in 28 days among sepsis patients admitted to intensive care unit.Scientific reports · 2020Article
- A COJournal of artificial organs : the official journal of the Japanese Society for Artificial Organs · 2020Article
- Article
- Incorporation of dynamic segmented neutrophil-to-monocyte ratio with leukocyte count for sepsis risk stratification.Scientific reports · 2019Observational
Corrections and comments
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Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
We intended to develop a scoring system to predict mechanical ventilator dependence in patients who survive sepsis/septic shock with respiratory failure. This study evaluated 251 adult patients in medical intensive care units (ICUs) between August 2013 to October 2015, who had survived for over 21 days and received aggressive treatment. The risk factors for ventilator dependence were determined. We then constructed a ventilator dependence (VD) risk score using the identified risk factors. The ventilator dependence risk score was calculated as the sum of the following four variables after being adjusted by proportion to the beta coefficient. We assigned a history of previous stroke, a score of one point, platelet count less than 150,000/μL a score of one point, pH value less than 7.35 a score of two points, and the fraction of inspired oxygen on admission day 7 over 39% as two points. The area under the curve in the derivation group was 0.725 (p < 0.001). We then applied the VD risk score for validation on 175 patients. The area under the curve in the validation group was 0.658 (p = 0.001). VD risk score could be applied to predict prolonged mechanical ventilation in patients who survive sepsis/septic shock.
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Registered trials
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