Features — MedTWIN

📝 Paper Editor

Write with verified statistics inline

A two-column editor designed for medical manuscripts. Every statistic is clickable and traces back to the exact computation that produced it.

✓ Inline statistics with full provenance tracking
✓ Click any number to see its source computation
✓ Real-time collaboration with your team
✓ Export to Word, LaTeX, or journal-specific formats
✓ Version history with diff comparison

✓ Publication Ready

Independent Predictors of 30-Day Mortality Following Cardiac Surgery

Research Team · Academic Medical Center · January 2026

Background: This study enrolled 847 consecutive adults undergoing cardiac surgery. Thirty-day mortality occurred in 3.2% of patients.

📊 Data Explorer

Explore and validate your data

A powerful data grid with filtering, sorting, and automatic quality checks. Identify missing values, outliers, and inconsistencies before analysis.

✓ Interactive data grid with Excel-like features
✓ Automatic data quality assessment
✓ Column-level statistics (mean, median, distribution)
✓ Outlier detection and flagging
✓ Missing value visualization

Patient Data

847 records 94% complete

#patient_idageproceduremortality

1P00167CABGNo

2P00272ValveYes

3P00358CABGNo

📈 Analysis Config

Configure once, reproduce forever

Define your analysis specification declaratively. Run deterministic statistical models with full reproducibility. Every run is versioned and traceable.

✓ Point-and-click analysis configuration
✓ Logistic regression, survival analysis, propensity matching
✓ Automatic assumption checking
✓ Version-controlled analysis specs
✓ One-click re-run with updated data

Analysis Configuration

OUTCOME

mortality_30d

MODEL

Logistic Regression

📊 Latest Run: RUN-00234

AUC: 0.82 · 5 predictors · Completed 2m ago

✨ Intelligence Panel

Context-aware insights as you write

A smart sidebar that surfaces relevant insights, literature gaps, and verification status. Know exactly where your paper stands at every moment.

✓ Real-time statistic verification status
✓ Literature gap detection
✓ Citation suggestions based on context
✓ Computation trace viewer
✓ Export audit trail for peer review

✨ Intelligence

Insight

Aortic procedures have highest mortality (6.2%), above cohort average.

Literature Gap

Smith 2024 reports 5.8% for aortic. Consider discussing.

Verified

4 inline statistics verified against RUN-00234.

💬 DRE Assistant

Your AI research co-pilot

Ask questions about your data, request analyses, generate draft sections, or find citations. The assistant understands your research context and provides traceable responses.

✓ Natural language queries about your data
✓ One-click Table 1 generation
✓ Draft section writing with inline stats
✓ Smart citation discovery
✓ All responses traceable to source

What are the top mortality predictors?

✨

Based on RUN-00234, the top predictors are:

1. Emergency surgery (OR 3.8)
2. Age ≥75 (OR 2.41)
3. Diabetes (OR 2.31)

Everything you need to publish