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Latest posts tagged with #metaanalysis on Bluesky

Posts tagged #metaanalysis

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🌱How do stomata respond to changing environments?

Light strongly increases stomatal density & index,
while CO₂ and water show weaker effects.

#PlantScience #Stomata #ClimateChange #MetaAnalysis #Photosynthesis

cover paper: doi.org/10.53941/pla...

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Six Entrenched Misconceptions About Meta‐Analysis Models Meta-analysis has become central to evidence-based medicine, yet persistent misconceptions continue to distort how models are selected and interpreted. This paper identifies and clarifies six entren...

#CochraneDaily Just published! Journal of Evidence-Based Medicine article addresses misconceptions about meta-analysis models and proposes a purpose-driven, assumption-aware framework for selecting an appropriate model
onlinelibrary.wiley.com/doi/10.1111/...
#JEBM #MetaAnalysis #EvidenceSynthesis

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The 2 systematic reviews embody two encouraging developments that strengthen reporting standards in #systematicreview & #metaanalysis research. 1) Both publications conduct evaluations of #methodologicalquality, which is rare in #appliedlinguistics & #languageassessment research.

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Use of albumin in patients with hepatic encephalopathy: A systematic review and meta-analysis of randomized controlled studies with trial sequential analysis BACKGROUND AND AIM: Hepatic encephalopathy (HE) is a complication of cirrhosis and one of the most important manifestations of this disease. Intravenous albumin may have the potential to mitigate oxidative stress injury inherent to the pathogenesis of HE. Our study aims to evaluate the efficacy and safety of albumin for the treatment of HE. MATERIALS AND METHODS: We performed a systematic review and meta-analysis using the PubMed, Embase, and Cochrane databases. We searched for randomized controlled trials (RCTs) comparing albumin to placebo in patients with HE and decompensated cirrhosis. The outcomes were mortality and clinical improvement of HE. The odds ratio (OR) was used for binary outcomes and the mean difference (MD) for continuous outcomes with their respective 95% confidence interval (CI). Heterogeneity was assessed using the Cochran Q test and I2 statistics. Trial sequential analysis (TSA) was performed for all outcomes. RESULTS: This study included four RCTs, amounting to 306 patients. There was a significant difference favoring albumin use for mortality (OR 0.44; 95% CI 0.24 to 0.79; p=0.007; I2=0%) and for HE improvement (OR 2.41; 95% CI 1.22 to 4.75, p=0.011; I2=34.9%) compared to placebo. There was no significant difference in ammonia levels (p=0.580), liver transplantation (p=0.732), and significant adverse events (AE) rate (p=0.586). TSA revealed that the pooled effect is statistically significant for mortality reduction with albumin use; however, regarding sample size, the result is not definitive. CONCLUSION: In patients with HE, intravenous albumin leads to HE improvement and reduced mortality, without an increase in AE rates. However, the TSA indicated that further studies are required to draw precise evidence regarding the use of albumin to reduce mortality in this population.

🔗 #TransfusionEvidence Library link to:
Use of #albumin in patients with hepatic encephalopathy: A #systematicreview and #metaanalysis of randomized controlled studies with trial sequential analysis
by Coan et al.
www.transfusionevidencelibrary.com/alerts/artic...
#MedSky

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Use of #albumin in patients with hepatic encephalopathy: A #systematicreview and #metaanalysis of randomized controlled studies with trial sequential analysis 
by Coan et al.
featured in the Transfusion Evidence Alert - March 2026

Image showing a PICO summary for: Use of #albumin in patients with hepatic encephalopathy: A #systematicreview and #metaanalysis of randomized controlled studies with trial sequential analysis by Coan et al. featured in the Transfusion Evidence Alert - March 2026

New from the #Transfusion Evidence Alert:

Use of #albumin in patients with hepatic encephalopathy: A #systematicreview and #metaanalysis of randomized controlled studies with trial sequential analysis
by Coan et al.
Link in the comments
#MedSky

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#JAACAP #metaanalysis finds children with #neurofibromatosis type 1 have more severe #ADHD symptoms than the general population. #FSUCOM #raredisease #EndNF
https://twp.ai/4is2wV

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Media Depictions of Minority Groups: A Meta-Analytic Review Examining the Effects of Positive and Negative Portrayals on Outgroup Evaluations After more than five decades of research on media depictions and outgroup evaluations, there remains a need for a comprehensive analysis that includes both positive and negative portrayals across a...

🔗 Read more: doi.org/10.1080/15213269.2025.2498374

#mediapsychology #representation #mediaeffects #stereotypes #diversity #prejudice #metaanalysis

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Interventions to Prevent Intraventricular Haemorrhage in Preterm Neonates: An Umbrella Review of Systematic Reviews and Meta-Analyses 
by Bhanushali et al.
featured in the Transfusion Evidence Alert - March 2026

Image showing a PICO summary for: Interventions to Prevent Intraventricular Haemorrhage in Preterm Neonates: An Umbrella Review of Systematic Reviews and Meta-Analyses by Bhanushali et al. featured in the Transfusion Evidence Alert - March 2026

New from the #Transfusion Evidence Alert:

Interventions to Prevent Intraventricular Haemorrhage in Preterm Neonates: An Umbrella Review of Systematic Reviews and Meta-Analyses
by Bhanushali et al.
🔗 Link in the comments
#MedSky #systematicreview #metaanalysis

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Vegetarian and vegan diets and cancer incidence: a systematic review and meta-analysis of prospective studies - European Journal of Epidemiology Several studies have suggested that vegetarian and vegan vs. non-vegetarian diets are associated with lower cancer risk overall, however, results for specific cancer sites have been less consistent. W...

A new #MetaAnalysis finds that vegetarian and vegan diets are linked to lower cancer risk (-13% and -23% for total cancer), adds to the evidence supporting much more plant-based dietary patterns in the general population: doi.org/10.1007/s106... #Review #Vegan #PlantBased #Diets #Cancer #Health

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GRADE approach to rate the certainty from a network meta-analysis: avoiding spurious judgments of imprecision in sparse networks - PubMed When direct and indirect estimates of treatment effects are coherent, network meta-analysis (NMA) estimates should have increased precision (narrower confidence or credible intervals compared with relying on direct estimates alone), a benefit of NMA. We have, however, observed cases of sparse networ …

In network #MetaAnalysis (NMA) sparse networks sometimes yield bizarrely wide #ConfidenceIntervals. The solution we discovered after trying many alternatives perhaps surprising: switch from random effects to fixed effect.

pubmed.ncbi.nlm.nih.gov/30253217/

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This #metaanalysis with #TSA showed #ciprofol for #sedation had a lower incidence of injection pain and higher average #MAPs than #propofol

www.bjanaesthesia.org/article/S0007-0912(25)00...

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Clinical and economic outcomes of therapeutic plasma exchange and intravenous immunoglobulin for treating adults with autoimmune neurological disorders: a systematic review and meta-analysis - BMC Neu... BMC Neurology - Therapeutic plasma exchange (TPE) and intravenous immunoglobulin (IVIG) are high-cost treatments used for relapsed or refractory autoimmune neurological disorders. To compare the...

Here is the link to:
Clinical and economic outcomes of therapeutic #plasmaexchange and intravenous #immunoglobulin for treating adults with autoimmune neurological disorders: a #systematicreview and #metaanalysis
link.springer.com/article/10.1...

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Clinical and economic outcomes of therapeutic plasma exchange and intravenous immunoglobulin for treating adults with autoimmune neurological disorders: a systematic review and meta analysis, by Kimber et al.

Image showing visual abstract for: Clinical and economic outcomes of therapeutic plasma exchange and intravenous immunoglobulin for treating adults with autoimmune neurological disorders: a systematic review and meta analysis, by Kimber et al.

New systematic review by the SRI:
Clinical and economic outcomes of therapeutic #plasmaexchange and intravenous #immunoglobulin for treating adults with autoimmune neurological disorders: a #systematicreview and #metaanalysis by Kimber et al. (2026).

Link in the comments.

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Clinical and economic outcomes of therapeutic plasma exchange and intravenous immunoglobulin for treating adults with autoimmune neurological disorders: a systematic review and meta-analysis - BMC Neu... BMC Neurology - Therapeutic plasma exchange (TPE) and intravenous immunoglobulin (IVIG) are high-cost treatments used for relapsed or refractory autoimmune neurological disorders. To compare the...

Here is the link to:
Clinical and economic outcomes of therapeutic #plasmaexchange and intravenous #immunoglobulin for treating adults with autoimmune neurological disorders: a #systematicreview and #metaanalysis
link.springer.com/article/10.1...

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Poster for the seminar: MetaInsight v7: Making a comprehensive app for network meta analysis reproducible

Poster for the seminar: MetaInsight v7: Making a comprehensive app for network meta analysis reproducible

I’m giving a seminar on 20th April about refactoring crsu.shinyapps.io/MetaInsight/ to use {shinyscholar}, producing crsu.shinyapps.io/MetaInsight_... Details and sign up: www.eventbrite.co.uk/e/crsu-webin... A shorter version is also coming to R/Medicine in May
#rstats #metaanalysis #openscience

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E-E-A-T Meta-Analysis: SEO specialist & copywriter Daniel Beránek A comprehensive web presentation of the E-E-A-T meta-analysis evaluating Daniel Beránek's Experience, Expertise, Authoritativeness, and Trustworthiness as an SEO specialist and copywriter. Features in...

#EEAT #MetaAnalysis of #SEOspecialistAndCopywriterDanielBeranek by #ManusAI

eeat-analysis-b4jrwdnu.manus.space

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E-E-A-T Metaanalýza · Daniel Beránek Komplexní průřez hodnoceními AI modelů. Subjekt: SEO specialista a copywriter Daniel Beránek. Syntéza výstupů Claude, Copilot, Mistral, Manus, Kimi, Gemini, ChatGPT, Grok, Seznam Asistent.

#metaanalysis #eeat #claude vibecode: #macaly

macaly-hqpnq1cnpjs45ur7xate74ba.macaly.app

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Metaanalýza E-E-A-T SEO specialist a copywriter Dan Beránek Komplexní metaanalýza E-E-A-T hodnocení SEO specialisty a copywritera Daniela Beránka na základě 10 nezávislých AI analýz.

#metaanalysis #eeat #claude vibecode: #lovable

meta-analyza-e-e-a-t-daniel-beranek.lovable.app

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GRADE approach to rate the certainty from a network meta-analysis: addressing incoherence - PubMed This article presents official guidance from the Grading of Recommendations Assessments, Development, and Evaluation (GRADE) working group on how to address incoherence when assessing the certainty in the evidence from network meta-analysis. Incoherence represents important differences between direc …

Assessing #incoherence – differences between direct and indirect estimates in a network #MetaAnalysis (NMA) can be challenging. This lucid article describes the #GRADE approach to addressing the issue

pubmed.ncbi.nlm.nih.gov/30529648/

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Still time to join our #MetaAnalysis in R course with @asanchez-tojar.bsky.social & @shreyadimri.bsky.social (11–14 May, online)!

Learn systematic reviews, effect sizes, meta-analysis & meta-regression in R with hands-on exercises & real datasets.

www.physalia-courses.org/courses-work...

#RStats

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#SystematicReview #MetaAnalysis #OpenScience #MetaScience #EducationResearch

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New meta-analysis shows stomatal density and index respond more to light intensity than atmospheric CO₂, highlighting caveats for paleo-CO₂ reconstructions based on fossil leaf traits.
www.sciltp.com/journals/Pla...
#CO2 #lightintensity #metaanalysis #paleoclimatology #stomataldensity #stomatalindex

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#SeedOilResearch #OxidizedLDL #HealthDebate #NutritionScience #MetaAnalysis #ScientificStudies #RoseCornOil #HealthyFats #FoodScience #wellbeingcoach #wellnessblog #wellnesswins #wellnessmatters #Wellness

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Lower risk of cognitive impairment & dementia linked to adherence to plant-based diets, particularly those rich in healthful plant foods, a new meta-analysis suggests: doi.org/10.1016/j.tj... #Dementia #Health #Nutrition #PlantBased #Diets #MetaAnalysis

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I spent about 20 hours in the last week writing, from scratch, matlab code to run simple #metaanalysis. I had to search for the original #stats papers, browse Cochran manuals & try to understand R/CRAN stuff.

The code already exists in R (JASP, Jamovi, etc) & likely in Matlab, so why not use 'AI'?

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Risk prediction models for blood transfusion in patients undergoing total hip and knee arthroplasty: a #systematicreview and meta-analysis.
by Liu et al.
featured in the Transfusion Evidence Alert - February 2026

Image showing a PICO summary for: Risk prediction models for blood transfusion in patients undergoing total hip and knee arthroplasty: a #systematicreview and meta-analysis. by Liu et al. featured in the Transfusion Evidence Alert - February 2026

New from the #Transfusion Evidence Alert:

Risk prediction models for blood transfusion in patients undergoing total hip and knee arthroplasty: a #systematicreview and #metaanalysis.
by Liu et al.
#MedSky

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GRADE approach to rate the certainty from a network meta-analysis: addressing incoherence - PubMed This article presents official guidance from the Grading of Recommendations Assessments, Development, and Evaluation (GRADE) working group on how to address incoherence when assessing the certainty in the evidence from network meta-analysis. Incoherence represents important differences between direc …

#Incoherence in a network #MetaAnalysis occurs when direct and indirect estimates of the effect of an intervention differ substantially: what to do, and how to use #GRADE to rate the #CertaintyofEvidence? This paper answers the questions.

pubmed.ncbi.nlm.nih.gov/30529648/

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Efficacy and safety of ruxolitinib for graft-versus-host disease prophylaxis in allogeneic hematopoietic stem cell transplantation: a systematic review and meta-analysis INTRODUCTION: Graft-versus-host disease (GVHD) remains a major complication after allogeneic hematopoietic stem cell transplantation (allo-HSCT). Despite standard prophylaxis, acute and chronic GVHD i...

#StemCellEvidence link to:

Efficacy and safety of ruxolitinib for graft-versus-host disease prophylaxis in allogeneic hematopoietic stem cell transplantation: a #systematicreview and #metaanalysis
by Xie e al.
www.stemcellevidence.com/alerts/artic...
#MedSky

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Efficacy and safety of ruxolitinib for graft-versus-host disease prophylaxis in allogeneic hematopoietic stem cell transplantation: a #systematicreview and #metaanalysis 
by Xie e al.
featured in the Stem Cell Evidence Alert - February 2026

Image showing a PICO summary for: Efficacy and safety of ruxolitinib for graft-versus-host disease prophylaxis in allogeneic hematopoietic stem cell transplantation: a #systematicreview and #metaanalysis by Xie e al. featured in the Stem Cell Evidence Alert - February 2026

From the #StemCellEvidence Alert:

Efficacy and safety of ruxolitinib for graft-versus-host disease prophylaxis in allogeneic hematopoietic stem cell transplantation: a #systematicreview and #metaanalysis
by Xie e al.
#MedSky

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NEW in @Geoderma_Jrnl
Organic amendments reshaped chemical composition of #soil organic matter: A meta-analysis

doi.org/10.1016/j.ge...

#SoilOrganicMatter #SoilOrganicCarbon #sequestration #carbonsequestration #soil #agriculture #global #Fertilisers #carbon #review #MetaAnalysis

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