BUYER PROMPT / PUBLISHED EVIDENCE
Design a safety evaluation for clinical AI documentation using critical facts, uncertainty, contradictions, corrections, review, escalation, and auditability.
An exact prompt-level view of which reviewed brands surfaced and which public URLs the configured AI models cited. No answer text or tenant data is published.
- Intent
- commercial
- Model providers
- 3
- Categories
- 1
- Last observed
- Jul 27, 2026, 12:00 AM UTC
COMPETITIVE OUTCOME
Brands surfaced
Ordered by provider breadth, then total mentions and owned-domain citations. A mention is not an endorsement or a position claim.
| # | Brand | Category | Providers | Mentions | Owned citations | Provider evidence |
|---|
MODEL COMPARISON
Answer matrix
One row per configured provider and category snapshot. Hashes prove answer identity without publishing stored answer text.
| Provider | Model version | Category | Brands surfaced | Citations | Unique domains | Answer hash |
|---|---|---|---|---|---|---|
| Openai | openai/gpt-4o-mini | Clinical AI | None observed | 0 | 0 | a0fc8208…b6968 |
| Anthropic | anthropic/claude-haiku-4-5 | Clinical AI | None observed | 6 | 6 | 9b1bc55a…ae0d7 |
| Gemini | google/gemini-2.5-flash | Clinical AI | None observed | 0 | 0 | b5dc2314…abefa |
URL-DERIVED CITATIONS
Sources cited
Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.
| Domain | Cited page | Best position | Providers | Observations | Categories |
|---|---|---|---|---|---|
| clinicaltrialsarena.com | https://clinicaltrialsarena.com/news/hallucinations-in-ai-generated-medical-summaries-remain-a-grave-concern/ ↗ | 1 | Anthropic | 1 | Clinical AI |
| sciencedirect.com | https://sciencedirect.com/science/article/pii/S2667318525000212 ↗ | 2 | Anthropic | 1 | Clinical AI |
| healthcareitnews.com | https://healthcareitnews.com/news/damage-ai-hallucinations-can-do-and-how-avoid-them ↗ | 3 | Anthropic | 1 | Clinical AI |
| arxiv.org | https://arxiv.org/html/2503.05777v2 ↗ | 4 | Anthropic | 1 | Clinical AI |
| medrxiv.org | https://medrxiv.org/content/10.1101/2025.02.28.25323115v1.full-text ↗ | 5 | Anthropic | 1 | Clinical AI |
| teledirectmd.com | https://teledirectmd.com/health-guides/ai-medical-hallucination-rates-2026/ ↗ | 6 | Anthropic | 1 | Clinical AI |