Manufacturer Correction, Scientific Review & Dispute Policy
GODS™ provides independent computational evaluations of products based on GODS™ systems biology models. Because product formulations, scientific knowledge, and biological models evolve over time, this policy provides a transparent process for reviewing factual corrections, scientific submissions, and requests for model improvement — supporting scientific dialogue while maintaining independence and integrity.
The purpose of this policy is to establish a consistent process for:
- Correcting inaccurate product information
- Reviewing newly submitted scientific evidence
- Evaluating questions regarding computational evaluations
- Improving GODS™ models when scientifically appropriate
This process allows manufacturers, researchers, and stakeholders to contribute relevant information while ensuring that computational evaluations remain evidence-driven.
Manufacturers, researchers, and authorized representatives may submit requests related to the following categories.
A. Product Information Corrections
Requests may include:
- Incorrect product name
- Incorrect manufacturer information
- Incorrect ingredient list
- Incorrect ingredient amounts
- Outdated formulation information
- Incorrect product identifiers
B. Scientific Evidence Submission
Stakeholders may provide:
- Peer-reviewed publications
- Clinical studies
- Mechanistic studies
- Pharmacokinetic data
- Molecular interaction data
- Biological pathway information
- Biomarker evidence
- Other relevant scientific information
C. Computational Model Review Requests
A request may be submitted when a stakeholder believes:
- A relevant biological pathway has not been included
- A molecular mechanism requires consideration
- An ingredient-compound relationship is incomplete
- Quantitative assumptions require review
- Additional scientific evidence may improve the model
To allow meaningful scientific review, requests should include:
Product Information
- Product name
- Manufacturer name
- Product identifier, if available
- Current ingredient information
- Supporting documentation
Scientific Requests
- Specific computational result being questioned
- Scientific basis for the request
- Supporting publications or data
- Explanation of how the information may affect the model
Upon receiving a request, GODS™ may perform the following review steps.
Step 1 — Verification of Product Information
GODS™ may review current product information, manufacturer documentation, and publicly available information. If factual inaccuracies are identified, appropriate corrections may be made.
Step 2 — Scientific Evidence Review
Submitted scientific evidence may be evaluated based on:
- Scientific quality
- Relevance to the biological process being modeled
- Experimental design
- Mechanistic relevance
- Quantitative applicability
- Consistency with existing evidence
Step 3 — Model Evaluation
Where appropriate, GODS™ scientists may evaluate whether submitted information affects:
- Biological pathway architecture
- Molecular interactions
- Biomarker relationships
- Model parameters
- Computational assumptions
If scientifically justified, models may be updated and results may be recomputed.
GODS™ results represent computational analyses based on available scientific knowledge at the time of evaluation. Because science evolves:
- Scores may change
- Rankings may change
- Additional products may be evaluated
- Biological models may expand
Changes in computational results may reflect improved scientific knowledge, expanded models, or updated data.
A manufacturer or stakeholder may disagree with a GODS™ computational evaluation. However:
- Disagreement alone does not establish an error
- Commercial interests do not determine scientific conclusions
- GODS™ does not alter results solely because a company disagrees with an evaluation
Scientific conclusions are based on evidence, model assumptions, and computational methodology.
GODS™ is committed to maintaining independent computational evaluations. Accordingly:
- Product evaluations are not influenced by advertising relationships
- Manufacturers cannot purchase favorable scores
- Commercial partnerships do not guarantee changes to evaluations
- Scientific evidence remains the basis for model decisions