LIVE · 41 SOURCES
Search stories, MPs, sources
News
Latest news Full archive Activity log Weather Blindspot Divergence Clusters
Politics
Political parties MPs, Senate & ridings Municipal Lobbying Appointments Ethics tracker Officers
Elections
Election calendar Candidates & races Ridings directory Candidate search Party records Federal Provincial Municipal Coverage readiness Ridings
Money
Economy Bank of Canada rates Cost of Parliament Global Affairs spending Debt tracker Where the money goes Markets
Media
Sources Owners Journalists CRTC Echo — slogans & phrases
Data
Coverage map Accountability chain Cross-Watch Claims Developer API Education API Search everything
About
Methodology The newsroom Governance & ethics C.R.E.E.D. Media literacy Score an article Subscribe to What The Fact Sign in →
← Back to News
Vancouver Sun 🏢 Postmedia 📍 BC Sep 8, 2026 · 5 min read Quick Score ○ Unverifiable View full audit trail → C.R.E.E.D. audited

Why patients trust fake doctor reviews online over real ones, and how that's a health risk

Original article ↗ Paywalled source — limited preview available
B.I.A.S. ANALYSIS
CENTER
LEFTCENTERRIGHT
Signal breakdown
Heuristic (v1/v3) -0.20 · CENTER
ML v2 (DistilBERT) 0.000 · CENTER
Ensemble 0.000 · CENTER
🏦 Source Intelligence
🏢 Corporate · Postmedia
CA
Rolling outlet bias
CENTER
avg -0.161
from 310 scored articles · last 30d
1,896 articles tracked all-time
7-day bias trend
LcenterR
V.E.R.I.F.Y. has fact-checked this article.
Subscribe to see claim-by-claim verdicts and reasoning.
🔍 Intelligence Feed
    Cross-Watch · Gov · Parliament · Legal · Civic
    📄 Related Gov Tenders
      Via Gov Watch · CanadaBuys + PSPC tenders
      🏛 Related Parliament Votes
        Via Civic Watch · OpenParliament.ca
        🏙 Related Municipal Events
          Via Civic Watch · City council, bylaws & permits
          Article Excerpt
          Advertisement 1 This advertisement has not loaded yet, but your article continues below. Breadcrumb Trail Links HomeHealthLocal HealthNewsLocal News Why patients trust fake doctor reviews online over real ones, and how that's a health risk 'Deceptive reviews,' often generated by AI, can influence decisions about who patients trust with their care, says the author of a new SFU study Author of the article: By Tiffany Crawford Published Sep 08, 2026 Last updated 15 hours ago 3 minute read Join the conversation A new SFU study raises concerns about fake reviews for health clinics. PHOTO BY GORODENKOFF /Getty Images/iStockphoto Article content Health-care patients are more likely to believe fake online reviews for a doctor over a genuine comment, raising concerns about the quality of care they may receive, according to a new study from Simon Fraser University. Article content “Sometimes it’s pretty easy to say, ‘Oh this doctor is great because he has 100 positive reviews.’ But would most clinics even have 100 reviews? That’s a red flag,” said Aishwarya Deep Shukla, associate professor at SFU’s Beedie School of Business and lead author of the study. Article content Article content Article content The analysis, published in Internet Research, looked at 35,000 reviews that spanned medical specialties from family medicine to dentistry and dermatology. Of those, researchers confirmed about 24 per cent were fraudulent by using a system that checks email identification. Article content Sunrise Start your day with a roundup of B.C.-focused news and opinion. Sign Up By signing up you consent to receive the above newsletter from Postmedia Network Inc. Interested in more newsletters? Browse here. Article content Researchers also analyzed patients’ responses to determine how trustworthy the reviews were, and what they discovered was that fake reviews had the highest trustworthy score. Article content Shukla said this is because the fake reviews typically provide more detail that make the patient believe the clinic has helped with specific concerns. For example, the reviewer might describe intimate details of a debilitating knee condition that couldn’t be treated anywhere else but at a specific clinic. Article content “So they would generally weave a very believable story that this is a patient who has gone through this, is really an expert, and then they would describe their symptoms. Some of them even list medications, which is not something most…
          Read full article at Vancouver Sun ↗
          How we scored this article

          WTF uses a two-tier system: every article gets a heuristic bias score from keyword analysis, and priority articles (high overlap across 3+ outlets or strong heuristic signal) get full LLM analysis from B.I.A.S. and V.E.R.I.F.Y.

          Full audit trail for this article →

          Cite this analysis