AI-Powered Research Evaluation

Evaluate Nutrigenetics Research with Precision

NutriGenAI automates the quality assessment of nutrition and genetics research papers using the Q-Genie framework for individual studies and the Grimaldi framework for multi-study evidence synthesis — delivering comprehensive, evidence-based evaluation reports in minutes.

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How NutriGenAI Works

Upload your paper, receive a comprehensive quality assessment based on the internationally recognised Q-Genie framework.

Upload Paper

Upload your nutrigenetics/nutrigenomics research paper in PDF format.

AI Analysis

Our AI evaluates against all 11 Q-Genie quality criteria with detailed scoring.

Get Report

Download a comprehensive quality assessment report with scores and recommendations.

The Q-Genie Framework

Eleven rigorous quality criteria purpose-built for assessing genetic association studies.

01

Study Rationale & Outcome

Evaluates the scientific hypothesis, outcome definition, and participant sampling to avoid selection bias.

02

Genotyping Quality

Assesses DNA source, genotyping platform, call rates, HWE testing, blinding, and batch consistency.

03

Statistical Rigour

Evaluates sample size, a priori planning, confounding control, multiple testing corrections, and genetic assumptions.

04

Bias & Inferences

Assesses disclosure of bias sources and whether conclusions are proportionate to the evidence presented.

Comprehensive Reports

Every evaluation produces a detailed, publication-quality report.

Overall scientific validity score and rating
Detailed per-criterion scores with traffic light indicators
Evidence quotes extracted directly from the paper
Strengths and weaknesses analysis
Priority recommendations for improvement
Actionability assessment for personalised nutrition
Professional PDF format matching peer-review standards
Scoring System
Convincing>90%
Probable66–90%
Possible33–66%
Not Demonstrated<33%

This platform has been created by Yiannis Mavrommatis with the aim to promote critical thinking and high scientific standards in nutrition genetics. The outputs generated by nutrigen.ai should not be considered a substitute for expert scientific review, systematic evidence assessment, peer review, regulatory evaluation, or professional judgment.

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