Evidence Intelligence Dashboard
Understand diabetes research—without reading every study
| Intervention | Outcome | Strength |
|---|---|---|
| Semaglutide | HbA1c | limited |
| Pioglitazone | Fasting Plasma Glucose | limited |
| Probiotics | HbA1c | limited |
Evidence Comparison Table
Highest-ranked intervention and outcome relationships from the evidence graph
Ranked using evidence strength, validation, consistency, and study depth
| # | Intervention | Outcome | Effectiveness | Evidence Strength | Studies |
|---|---|---|---|---|---|
| 1 | Semaglutide | HbA1c | moderate_positive | limited | 0 |
| 2 | Pioglitazone | Fasting Plasma Glucose | moderate_positive | limited | 0 |
| 3 | Probiotics | HbA1c | moderate_positive | limited | 0 |
| 4 | Continuous glucose monitoring | HbA1c | moderate_positive | limited | 0 |
| 5 | Continuous glucose monitoring | Fasting Plasma Glucose | moderate_positive | limited | 0 |
| 6 | Insulin Glargine-Lixisenatide dosis | Hypoglycemia events | moderate_positive | limited | 0 |
| 7 | Semaglutide | Time in range | moderate_positive | limited | 0 |
| 8 | Needle-free injection | Time in range | moderate_positive | limited | 0 |
| 9 | Needle-free injection | Fasting Plasma Glucose | moderate_positive | limited | 0 |
| 10 | Probiotics | Fasting Plasma Glucose | moderate_positive | limited | 0 |
| 11 | Allium hookeri extract | HbA1c | moderate_positive | limited | 0 |
| 12 | Continuous glucose monitoring | Time in range | weak_positive | limited | 0 |
How to Read Evidence Cards
Each card summarizes one intervention → outcome relationship
Cards combine study count, effectiveness, consistency, and evidence strength into a quick research intelligence snapshot.
Metformin → Improved Glycemic Control
Strong evidence supports metformin as first-line therapy for improving blood sugar control in type 2 diabetes.
Backed by decades of research and consistent findings across diverse populations.
Evidence Strength
Overall confidence based on study quality, consistency, and depth
Effectiveness
Observed direction and magnitude of outcomes
Consistency
Whether multiple studies agree
Study Count
Number of supporting research studies
Strength Meter
Quick visual confidence indicator
Evidence scores are generated from aggregated research analysis and are not medical advice.
Featured Evidence Insights
Strongest findings from our evidence intelligence analysis
Probiotics → HbA1c
Probiotics shows moderate improvement in HbA1c with consistent results (emerging research, 3 studies).
Emerging evidence suggests further research needed.
Dapagliflozin → HbA1c
Dapagliflozin shows moderate improvement in HbA1c with consistent results (emerging research, 2 studies).
Emerging evidence suggests further research needed.
Metformin → Fasting Plasma Glucose
Metformin shows moderate improvement in Fasting Plasma Glucose with consistent results (emerging research, 2 studies).
Emerging evidence suggests further research needed.
Metformin → HbA1c
Metformin shows moderate improvement in HbA1c with consistent results (emerging research, 2 studies).
Emerging evidence suggests further research needed.
Semaglutide → Body weight
Semaglutide shows moderate improvement in Body weight with consistent results (emerging research, 2 studies).
Emerging evidence suggests further research needed.
Exercise therapy → Systolic blood pressure
Exercise therapy shows moderate improvement in Systolic blood pressure with consistent results (emerging research, 2 studies).
Emerging evidence suggests further research needed.
Evidence Collections
High-value evidence organized by strength, consistency, and research focus
Top Evidence Signals
Highest-ranked evidence pairs currently in database
- •Dapagliflozin → HbA1c
- •Metformin → Fasting Plasma Glucose
Most Consistent Results
Evidence with agreement across multiple studies
- •Mediterranean diet → Gestational diabetes mellitus incidence
- •Exercise therapy → Systolic blood pressure
Most Studied Interventions
Interventions with the broadest evidence base
- •Needle-free injection
- •Insulin Glargine-Lixisenatide dosis
New Evidence This Month
Recently published research
- •Allium hookeri extract reduces HbA1c levels in prediabetic adults
- •Erythropoietin may improve some cognitive tasks during low blood sugar in type 1 diabetes
Latest Updates
Recently added studies and evidence pairs
Photobiomodulation shows small periodontal benefits but mixed systemic effects in type 2 diabetes
Finerenone reduces cardiovascular and kidney disease risk in type 2 diabetes
Natural products may improve blood sugar and cardiovascular risk markers in type 2 diabetes
No ads. No tracking.
Focused on evidence, not advertising.
Secure & private
Your data is always protected.
Always up to date
New studies added every day.