Pratvia Baral - The Tyee
Original article ↗B.I.A.S. ANALYSIS
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Signal breakdown
Heuristic (v1/v3)
0.00 · CENTER
ML v2 (DistilBERT)
0.000 · CENTER
Ensemble
0.000 · CENTER
🏦 Source Intelligence
Rolling outlet bias
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avg -0.132
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Article Excerpt
Pratvia Baral is an epidemiologist and the deputy director of McGill University’s Pandemic and Emergency Readiness Lab. Her research focuses on pandemic preparedness, health systems resilience, outbreak response, mis and disinformation and the role of AI in health emergencies. News, Analysis & Commentary by Pratvia Baral Hantavirus Shrinks the Lines Between Human and Animal Health The cruise ship outbreak shows how a changing climate and culture of travel brings people closer to pathogens that spread disease. Pratvia Baral, Joanne Liu and Veasna Duong 21 May 2026 LOAD MORE STORIES
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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.
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Jun 2, 2026