What is the ML Reporting Wizard?
The ToolCrate AI ML Reporting Wizard is a universal methodology assistant designed to ensure flawless reporting of artificial intelligence and machine learning models for Q1 academic journals (e.g., Nature, Lancet, NEJM). Based on TRIPOD, STARD, and MINIMAR guidelines, it helps researchers mitigate common reviewer critiques such as model calibration, missing data handling, and algorithmic bias.
How to Use the Guide
- Fill the Template: Enter your research title, methodology, and results into the corresponding strictly-guided fields.
- Track Progress: Ensure no methodological step is missed by following the dynamic progress bar on the left panel.
- Export to Manuscript: Copy the completed academic blocks with a single click and integrate them directly into your manuscript's "Methods" and "Results" sections.
- Federate to Open Podium: Optionally, fully anonymize your inputs and broadcast your methodology to the Open Podium network for peer feedback.
Frequently Asked Questions (FAQ)
Which academic guidelines are supported?
Our engine is strictly based on TRIPOD+AI for prediction models, STARD+AI for diagnostic accuracy studies, and universal ML reporting standards.
Is my clinical/academic data stored on your servers?
No. ToolCrate AI operates on a '100% Local-First' architecture. None of your inputs leave your device; everything is securely persisted in your browser's local storage.
Is the Open Podium federation secure?
Absolutely. Before any methodology is broadcasted for peer discussion, our Deep Sanitizer algorithm automatically censors all Personally Identifiable Information (PII, emails, IDs) locally on your machine.