Live Signals
Real-time signals across mainstream news, peer-reviewed research, narrative emergence, and search velocity.
How articles are ranked
Every article is scored 0–100 on keyword-weighted outrage load, threat framing, explicit misinformation vocabulary and UTA topic relevance, then ranked highest risk first. The two pills show the dominant emotional register and the likely spread mechanism (McLoughlin, Brady et al., Science, 2024). Hover a score to see the matched terms.
UK Health Headlines
The Guardian Open Platform — UK national publisher, Health/Society/Medical-research feeds. Using shared 'test' key (rate-limited); add your own in Settings for production.
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Research Signal
Recent peer-reviewed publications — new research is an early signal of emerging harm areas.
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Narrative Emergence
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GDELT tracks when social media narratives cross into mainstream journalism — an escalation signal that precedes widespread harm.
NewsAPI Global Feed
NewsAPI.org — global news aggregator. Requires a free API key (added in Settings); no request is made until a key is configured.
No NewsAPI key set. Add one in Settings to enable this source.
Newsdata.io Health Feed
Newsdata.io — global health news matching misinformation topics. Using the project key; add your own in Settings to override.
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BBC Health Headlines
BBC News Health RSS — UK public-service broadcaster. No API key required.
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Reddit Public Discussion
Newest posts across r/health, r/medicine, r/publichealth and r/science — grassroots discussion where claims circulate before mainstream pickup.
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Wikipedia Attention Velocity
Daily pageviews on misinformation-prone health articles vs their 7-day average — a public curiosity signal that often precedes narrative spikes.
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Search Trend Indicators
No API callGoogle Trends: Search velocity is a leading indicator — spikes typically precede mainstream misinfo events by 48–72 hours. These widgets update in real time with no API calls.
Trends show relative search interest (0–100 index), not absolute volume.
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