Review Info
Data Summary
Review Members
| Name | Role | Status | |
|---|---|---|---|
WSMr. Wagner Santos | wagner.redes@gmail.com | Owner | Active |
Your Progress
Screening Summary
Imported datasets
Database status
Articles to screen
Article details
This diagnostic test accuracy study evaluates artificial intelligence-enhanced electrocardiography for detecting structural heart disease in adult patients.
ECGArtificial intelligenceDiagnostic accuracyStructural heart disease
Screening criteria
Full Text Screening
Add articles after title and abstract screening to begin full text review.
Data Extraction
Create extraction fields for population, ECG modality, AI model, reference standard and diagnostic accuracy.
Risk of Bias
Prepare QUADAS-2 or custom bias domains for diagnostic test accuracy studies.
Practical MVP readiness
Operational screens
Live Rayyan-like workflow
Import CSV, load articles, resolve conflicts, save human decisions, and export the final CSV.
Live articles
Live article details
Live conflicts
Upload CSV
Next use: admin uploads the 3,539-record CardioReview consolidated CSV to a persistent database.
Open articles APIConflicts A vs B
Show A_decision, B_decision, conflict priority and a human final decision action.
PRISMA flow
Identified - duplicates - screened - excluded - full text - included.
Kappa metrics
Agreement and Cohen's Kappa become active when A/B reviewer decisions are persisted.
Export CSV
Export metadata, A_decision, B_decision, conflict status, final decision and notes.
Export CSVAuth readiness
Basic admin/reviewer roles are required before shared team screening.