Trust Score
42
Trust Score
42/100
Status
REVIEW
Confidence (Model)
12%
Source Support
43%
Risk Level
MEDIUM
Verification Result
LOW CONFIDENCE — Manual review required
Trust Score: 42/100 · Status: REVIEW · Verdict: UNCERTAIN
Trust Components
- Confidence (Model)12%
- Source Support43%
- Model Agreement12%
- Media Integrity90%
- Policy Score100%
- Uncertainty Penalty12%
Governance Action Scale
- APPROVED≥ 80
- WARN60–79
- REVIEW40–59
- BLOCK< 40
Model Voting
| Model | Verdict | Weight | Score |
|---|---|---|---|
| Gemini 2.5 Flash | FALSE | 33% | 0% |
| GPT-5 Mini | FALSE | 33% | 20% |
| Gemini 3 Flash | FALSE | 33% | 15% |
Risk Flags
- Model disagreementhigh
Models returned conflicting verdicts on this claim.
- Low confidencehigh
Weighted model confidence is well below the review threshold.
- medical misinformationhigh
Categorizing a pharmaceutical drug as a vitamin can lead to inappropriate usage and failure to recognize potential side effects or contraindications.
Explanation
- Trust score is low.
- Model agreement is 12%.
- Manual review recommended.
Evidence Sources
Static demo- Wikipedia - Artificial Intelligence62%
- Stanford AI Index Report 202558%
- MIT Technology Review51%
These are static demo evidence examples — not live retrieval.
Expert Review
Frontend-onlyAI Model Responses
Gemini 2.5 Flash
Aspirin is not a vitamin. It is a medication (acetylsalicylic acid) used to reduce pain, fever and inflammation.
GPT-5 Mini
Aspirin is a drug, not a vitamin. Vitamins are essential nutrients; aspirin is a synthesized pharmaceutical.
Gemini 3 Flash
Aspirin is an NSAID (non-steroidal anti-inflammatory drug), not a vitamin, and should not be treated as a dietary supplement.
Related Web Sources
Static demoAspirin - Wikipedia
wikipedia.org
Aspirin (drug) - Britannica
britannica.com
What is Aspirin? - Drugs.com
drugs.com
Aspirin: Uses, Side Effects, Dosage, Interactions
medicalnewstoday.com
Vitamin - Wikipedia
wikipedia.org
Vitamins and Minerals - Harvard T.H. Chan School of Public Health
hsph.harvard.edu
Aspirin Facts: What You Need to Know - WebMD
webmd.com
NIH MedlinePlus - Aspirin
medlineplus.gov
Aspirin: Overview, Uses, and Side Effects - Cleveland Clinic
clevelandclinic.org
Vitamin Benefits: What Are Vitamins? - Bupa UK
bupa.co.uk
Static demo links — not fetched or scraped in real time.
Proof Certificate
Demo proof certificate preview- Certificate ID
- ATP-2026-07-07-5631ED2D
- Algorithm
- SHA-256
- Version
- 2.0.0
- Status
- Active
- Issued
- 7/7/2026
Static demo certificate — proof-certificate preview only. No real cryptographic proof, hash, signature or Merkle proof is issued in V46.
Credits Usage
Demo only- Verification1
- Expert0
- Total1
Static demo only — no billing or credits mutation.
Trust OS Metadata
No Trust OS metadata available
The backend did not return Trust OS fields for this verification.
Trusted Sources for This Topic
Medicine & Pharmacology
Official Guidance
Regulators & Standards
Literature & Research
- Consult a licensed physician or pharmacist.
- These references are provided for informational purposes only and do not constitute legal, medical, financial, or professional advice.
Actions
Related Verifications
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AtlasProof · Beta v1 · Prototype Verification Platform · by Proofence AI Engine — Patent Pending DeepTech · Diagnostics: static demo result — no backend verification was performed.