Manufacturer Correction, Scientific Review & Dispute Policy · GODS™
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Manufacturer Correction, Scientific Review & Dispute Policy

Last updated: September 10, 2026

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  • Outdated formulation information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
Contact
GODS™
Attn: Scientific Review Team
221 main Street #4263, Nashua, NH 02138
Computing The Truth™