1. Discover
Define the question and identify the strongest authoritative sources capable of answering it.
Evidence and Verification
GLP1Scientist Research Methodology
A transparent framework for defining research questions, selecting sources, separating evidence types, recording context and communicating uncertainty.
Research principles
From a defined question to a defensible answer
GLP1Scientist uses a structured research process to identify appropriate sources, compare evidence, preserve context, communicate uncertainty and update time-sensitive information.
Core objective: explain not only what a source reports, but also the jurisdiction, population, formulation, study design, duration and limitations behind the claim.
Evidence process
Discover, compare and understand
2. Compare
Compare dates, jurisdictions, populations, formulations, outcomes and evidence strength.
3. Understand
Interpret what the evidence supports, what it does not support and what remains unresolved.
Source hierarchy
Preferred order of evidence
1. Regulators and approved information
Approval documents, authorised labels, safety communications and official product information.
2. Peer-reviewed research
Clinical studies, systematic reviews and meta-analyses.
3. Trial registries
Study design, status, sponsor, endpoints and submitted results, interpreted with appropriate caution.
4. Government and medical institutions
Official health agencies and recognized medical institutions.
5. Manufacturers and filings
Official product materials, company disclosures, patent records and corporate filings.
6. Industry and media
Transparent commercial, financial and established media sources where stronger evidence is unavailable.
Evidence categories
Facts, findings and analysis remain distinct
Regulatory fact
Information confirmed by a regulator, approval document or authorised label.
Study finding
A result reported in clinical or observational research.
Trial-registry information
Submitted study design, status, sponsor and results information.
Manufacturer-reported information
Product, pipeline or company information supplied by the manufacturer.
Market or patent information
Pricing, access, patent, company or competitive information.
GLP1Scientist analysis
Interpretation, comparison, synthesis or inference based on identified sources.
Uncertainty and updates
Limitations stay visible
Pages identify when evidence is preliminary, indirect, jurisdiction-specific, early-stage, based on short follow-up or missing direct comparison. Trial averages are not presented as personal forecasts.
- Publication and last-reviewed dates
- Relevant regulator or database checked
- Source-access dates
- Material changes and whether conclusions changed