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Sara Carter

Overdose Forecast

Built for Sara Carter · Director, White House Office of National Drug Control Policy

Forecast where overdose surges are likely in the next two weeks from leading indicators — so resources move before the spike, not after.

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Cook Co., IL

aggregate region · pop ~5170k · 2-week forecast to ~Jul 10
Stable
Forward risk
37
band 2945 · 72% conf
Top driver
Strip +
37% of the forecast
Data confidence
4/4 feeds
complete 100% · fit 17% · agree 83%
Leading indicators · last 6 weeks, projected +2w
EMS naloxone administrations
now 4.3/100k·wk · trend -0.01/wk · 4.3 projected
May 22May 29Jun 5Jun 12Jun 19Jun 26+2w
range 05
pressure 36
×0.32 = 11
Test-strip positivitydriver
now 42% · trend -0.03/wk · 41.9 projected
May 22May 29Jun 5Jun 12Jun 19Jun 26+2w
range 043
pressure 49
×0.28 = 14
ED overdose visits
now 3/100k·wk · trend -0.01/wk · 3.0 projected
May 22May 29Jun 5Jun 12Jun 19Jun 26+2w
range 03
pressure 33
×0.22 = 7
Recent suspected losses
now 0.6/100k·wk · trend -0.02/wk · 0.6 projected
May 22May 29Jun 5Jun 12Jun 19Jun 26+2w
range 01
pressure 25
×0.18 = 5
How Cook Co.'s 37 is assembled
EMS naloxone pressure 36 × eff.weight 0.32 = 11
Strip + pressure 49 × eff.weight 0.28 = 14
ED visits pressure 33 × eff.weight 0.22 = 7
Recent losses pressure 25 × eff.weight 0.18 = 5
forward risk = 37stable · confidence 72% → band ±8 (2945)
Aggregate public-health indicators only — this region record holds no individual or person-level field of any kind. Forecast is a decision-support signal for pre-positioning, not a medical determination. Not medical advice.
Showcase demo for the America's Future 80th Anniversary Summit. Showcase · best home: Nonprofit / public-safety. Seeded with realistic sample data; runs payment-dark (no billing). Not a production system.