#wsiat — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #wsiat, aggregated by home.social.
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We’re @3mpwrApp building Ontario’s legal intelligence system to turn 50,161 tribunal decisions into actionable insights for injured workers, persons with disabilities, and advocates.
📊 Goal: Improve known outcomes from 16.8% to 70–80%
⚖️ Open-source, transparent, and free forever
🇨🇦 Ontario is the template for Canada
Read the full update: https://www.3mpwrapp.ca/community-updates/research/2026/05/14/ontario-legal-intelligence-system-launch/
#3mpwrApp #WSIB #WSIAT #DisabilityRights #AccessToJustice #LegalTech #OpenData #Canada
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WSIB’s “hidden language of denial” just got decoded. @3mpwrApp
I analyzed 11,430 ONWSIAT decisions (2020-2026).
“Pre-existing” appears in 13.3% of rulings — 20% for knees.
Pain dismissal, causation gaps, and body-blaming patterns are now quantifiable.
Full decoder + network viz + fight-back strategies here 👇
https://3mpwrapp.pages.dev/blog/2026/04/16/hidden-language-of-denial-wsib-keyword-decoder/
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📊 DATA DROP: FIRST WAVE READY 📊
Between live scraping and historical backfill (2000–2026), we’ve already assembled:
⚖️ 600 tribunal decisionsAcross WSIAT, HRTO, and ONCA
Now the real work begins:
🔍 Calculating success rates by condition
📑 Breaking down evidence in winning vs. losing cases
⚠️ Identifying common denial patterns
🧠 Generating data-backed recommendations
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🚨 LIVE DATA FETCHING IN PROGRESS 🚨
The CanLII scraper is officially running.
We’re pulling decisions in real-time across:
⚖️ WSIAT
⚖️ HRTO
⚖️ ONCA📅 Current scope: April 2024 → April 2026