Tara Moriarty Profile picture
Nov 22, 2022 33 tweets 18 min read Read on X
The Nov 18 @COVID_19_Canada Canadian COVID Index and associated data are now live.

SEVERE: PEI
VERY HIGH: CAN, AB, BC, MB, NS, ON
HIGH: NB, NL, North, QC, SK

All regions improving or stable.

Link: covid19resources.ca/covid-hazard-i…
@COVID_19_Canada The index scores correspond to the percent excess all-cause mortality due to COVID we expect.

For example, we expect ~6% excess mortality for the week ending Nov 18 in Canada.
@COVID_19_Canada The annual average % excess all-cause mortality for the epidemic to date in Canada is 7% (after adjusting for any excess deaths attributable to accidents, suicie, toxic drugs and heat dome).

That's about 21K untimely (extra) deaths/year. From QC data it looks like most is COVID.
@COVID_19_Canada We don't have all-cause mortality reporting for 2022 for most of Canada, but we do have it to Sep 3/22 for 4 fast-reporting provinces: AB, BC, QC and NL.

So far, during Omicron avg % excess mortality in these provinces is 12%. Their average for the epidemic to date is 9%.
@COVID_19_Canada A MAJOR concern is that excess mortality (black line in graph) has been increasing quickly in these provinces over 2022, and is currently at the highest point of the epidemic so far.

This is without all reporting in yet, especially the most recent deaths.

We should be concerned
@COVID_19_Canada If we are seeing 12% excess mortality across Canada during Omicron, this means 36,000 excess (untimely) deaths by December of this year.

By our estimates, as of Nov 18 there have been over 37,000 Omicron deaths in Canada, with 52% of these deaths undetected/unreported.
@COVID_19_Canada I focus a lot on deaths because they're the easiest indicator to assess using data sources independent of provincial data reporting differences.

They're the tip of the iceberg indicator--they give a sense of the scale of the underlying problem.
@COVID_19_Canada You can find a lot of the details in the weekly report linked at the top of this thread, and in our Excess Mortality Tracker at the link here:

covid19resources.ca/public/excess-…
@COVID_19_Canada Our estimates of total COVID mortality during Omicron are similar to the % excess mortality we expect for Canada, based on fast-reporting provinces (12-15%).

They're also similar to COVID mortality estimates from models such as IHME.

Anyway, for all the difference it makes.
@COVID_19_Canada OK, following are the weekly COVID "weather reports" for individual provinces.

Yes, we will have less number-y, easier/faster to read versions soon. These are a placeholder!
@COVID_19_Canada I suspect that "HIGH" may be the baseline. Estimated total infections have been declining from a high peak in late October, but that decline looks like it may be slowing.

Several provinces that have been stably high (NL, QC, SK) have increasing waste water signal.
@COVID_19_Canada These provinces don't appear to have gone through surges as intense as other regions over the last few weeks (see coloured grid below), so I'm not sure if this means they're about to go through the same as others.
Here are the weekly weather reports.
CANADA

VERY HIGH COVID hazard, but improving slowly
1 in 39 people infected
0.8-1.1 million infections per week

If this keeps going, Canada may fall to HIGH hazard in next week or two.

#WearAMask
#StayHomeWhenSick

A good one--N95-type.
NEWFOUNDLAND & LABRADOR

HIGH COVID hazard.
1 in 66 people infected
11,000-15,000 infections per week

NL is stable, but may start increasing again. And stably high isn't great.

#WearAMask
#StayHomeWhenSick

A good one--N95-type.
PRINCE EDWARD ISLAND

SEVERE COVID hazard, but improving slowly
1 in 19 people infected
7,000-10,000 infections per week

If this keeps going, PEI may fall to VERY HIGH hazard in next week or two.

#WearAMask
#StayHomeWhenSick

A good one--N95-type.
NOVA SCOTIA

VERY HIGH COVID hazard. Improving steadily now (finally).

1 in 51 people infected
10,000-14,000 infections per week

If this keeps going, NS may fall to HIGH hazard in next week or two.

#WearAMask
#StayHomeWhenSick

A good one--N95-type.
NEW BRUNSWICK

HIGH COVID hazard. Not much change recently.

1 in 65 people infected
6,500-9,000 infections per week

It should be possible to drive this down to ELEVATED hazard in the next week or two, with consistent effort.

#WearAMask
#StayHomeWhenSick

A good one--N95-type.
QUEBEC

HIGH COVID hazard.

Stable but waste water signal increasing.

1 in 53 people infected
121,000-167,000 infections per week

If people start taking more care, it might be possible to get down to ELEVATED hazard.

#WearAMask
#StayHomeWhenSick

A good one--N95-type.
ONTARIO

VERY HIGH COVID hazard. Improving slowly, but Ontario is like a ship--hard to slow down.

1 in 31 people infected
300K-415K infections per week

Hopefully Ontario falls to HIGH hazard in next week or two.

#WearAMask
#StayHomeWhenSick

A good one--N95-type.
MANITOBA

VERY HIGH COVID hazard. Improving slowly. Hope it continues.

1 in 25 people infected
41K-56K infections per week

Hopefully Manitoba falls to HIGH hazard in the next week or two. You can help it get there!

#WearAMask
#StayHomeWhenSick

A good one--N95-type.
SASKATCHEWAN

Still HIGH COVID hazard and remaining stable, although waste water increasing.

1 in 80 people infected
9K-12K infections per week

Time to take care to prevent surging higher.

#WearAMask
#StayHomeWhenSick

A good one--N95-type.
ALBERTA

VERY HIGH COVID hazard.

Stable...hope it can go lower in next week or two.

1 in 56 people infected
52K-72K infections per week

Please help the healthcare system!

#WearAMask
#StayHomeWhenSick

A good one--N95-type.
BRITISH COLUMBIA

VERY HIGH COVID hazard.

Stable...hope it can go lower in next week or two.

1 in 38 people infected
97K-133K infections per week

Please help the healthcare system!

#WearAMask
#StayHomeWhenSick

A good one--N95-type.
Unfortunately, no data were posted by PHAC for any Northern Territory this week, although we finally have waste water tracking for Haines Junction at the entrance to the beautiful Kluane National Park, Yukon!!!
Usually, as long as we have test positivity data for the 3 territories and data for at least the Yukon, we can try to estimate the situation compared to neighbouring provinces. However, this week we only have waste water from Haines Junction (signal is declining there BTW).
So, unfortunately this week I won't share the COVID weather report for the North (although based on trends in last week's data and waste water I think the hazard is likely currently HIGH but declining).
Sorry about that, Northern friends. We try really hard to do a report for you, but we need a bit more data. I'm hoping that we haven't lost all national reporting for the region. I may have to start digging around to see how we can standardize territorial government sources.
Finally, need incentive to start wearing your (high quality) mask again?

Here's the current @IHME_UW projection for how many lives could be saved if 80% of Canadians started masking again today.
@IHME_UW By Christmas Day, we could cut daily COVID deaths in half if 80% of Canadians start masking again today. We were doing that until Feb or March of this year. We can do it again.

What better present could we give than saving a life and preventing the grief of so many families.
@IHME_UW Without 80% of us wearing masks again, the IHME projection predicts that we'll continue to grind along for months much as we are now, with a steady 5-6% excess mortality and hospitals at 5-10% over-capacity from COVID alone, not to mention flu and RSV.
@IHME_UW Reducing excess mortality from 5% to 2.5% by masking in high risk periods might prevent 7,500 untimely deaths/year. That's double the average annual mortality of flu in Canada.

#StayHomeWhenSick
#WearAMask

Take care of the people you love and your community.
@IHME_UW That's it for the thread for tonight. It was a teaching day, and I'm wiped.

Don't forget, you can always join our Wed, Thurs or Sat evening free, anonymous COVID kitchen table-style discussions.

Here's the link to sign up.

Love to all. You matter.

covid19resources.ca/discussions/

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More from @MoriartyLab

Sep 29
Canadian COVID Forecast: Sep 28-Oct 11, 2024

SEVERE: CAN, BC, MB, NB, North, NS, ON, QC, SK
VERY HIGH: NL, PEI
HIGH: AB
MODERATE: none

About 1 in 38 people in Canada are CURRENTLY infected. This image shows a series of gauges with the Sep 28-Oct 11, 2024 COVID Forecast scores for Canada, the provinces, and territories. Read from left to right:  Canada: 16.3 - SEVERE Alberta: 9.2 - HIGH British Columbia: 15.9 - SEVERE Manitoba: 20.2 - SEVERE New Brunswick: 23.6 - SEVERE Newfoundland and Labrador: 13.6 - VERY HIGH North: 16.0 - SEVERE Nova Scotia: 20.4 - SEVERE Ontario: 15.2 - SEVERE Prince Edward Island: 11.9 - VERY HIGH Quebec: 19.5 - SEVERE Saskatchewan: 18.6 - SEVERE  All COVID Forecast input data and sources are available here: (https://covid19resources.ca/covid-hazard-inde...
Notre aperçu national en français :

WHAT'S NEW THIS WEEK?

The Forecast score for Canada is decreasing 7%/week (-14% to -2%/week for all regions).

About 1 in 38 people are currently infected (~147,000 infections/day).

This is similar to the Sep 23 estimate for the United States (1 in 45) from @michael_hoerger and team:
Read 13 tweets
Sep 29
Canadian COVID Forecast Sep 28-Oct 11, 2024

CANADA

SEVERE (decreasing)

Estimated infections this week: 962,700-1,097,900

About 1 in every 38 people infected

Compared to lowest point of pandemic in Canada:

-Infections ~16X higher
-Long COVID ~15X higher
-Hospitalizations ~15X higher
-Deaths ~17X higherThis image describes the Canadian COVID Forecast for Sep 28-Oct 11, 2024 by COVID-19 Resources Canada. Canada’s COVID Forecast outlook is SEVERE (decreasing) with a COVID INDEX SCORE of 16.3 About 1 of every 38 people is infected. Estimated infections this week: 962,700-1,097,900 How much higher are key indicators compared to the lowest point in the COVID pandemic in Canada? Waste water, infections: SEVERE; 16.4X higher Long COVID estimate: SEVERE; 15.3X higher Hospitalizations, ICU: SEVERE; 15.4X higher Deaths: SEVERE; 16.9X higher HOW TO HELP: EVERYONE: UPDATE vaccines every 6 months WEAR...
Prévisions régionales sur la COVID-19 se trouvent ici :

Canadian COVID Forecast Sep 28-Oct 11, 2024

NEWFOUNDLAND AND LABRADOR

VERY HIGH (no change)

Estimated infections this week: 13,000-15,000

About 1 in every 38 people infected

Compared to lowest point of pandemic in Canada:

-Infections ~15X higher
-Long COVID ~14X higher
-Hospitalizations ~12X higher
-Deaths ~14X higherThis image describes the Canadian COVID Forecast for Sep 28-Oct 11, 2024 by COVID-19 Resources Canada. Newfoundland & Labrador’s COVID Forecast outlook is VERY HIGH (no change) with a COVID INDEX SCORE of 13.6 About 1 of every 38 people is infected. Estimated infections this week: 13,000-15,000 How much higher are key indicators compared to the lowest point in the COVID pandemic in Canada? Waste water, infections: VERY HIGH; 14.6X higher Long COVID estimate: VERY HIGH; 14.4X higher Hospitalizations, ICU: VERY HIGH; 12.2X higher Deaths: VERY HIGH; 14.0X higher HOW TO HELP: EVERYONE: UPDATE v...
Read 16 tweets
Sep 28
School Classrooms and Masks and Air Image
School Classrooms and Masks and Air
Last week we offered a cornucopia of information about infection risks in the classroom.

This week we’re using the same data, and presenting a clear picture of the best ways to keep everyone safer while they are in school.

-FYI- This thread is also available on the C-19 website, starting on page 8, for easier reading.

lookerstudio.google.com/embed/u/0/repo…
Anecdotally, there’s a lot of chatter about absenteeism and staff shortages already this school year. Even with the ongoing pandemic, there’s no need for children and education workers to be sick all the time.

We can make our classrooms safer.

Spoiler alert: The data is clear, masking protects the most vulnerable and by doing so, protects everyone.

The Data Cards now model going to school in 3 different conditions: children wearing fit tested N95, regular N95 for little kids, or unmasked.

For those 3 conditions, the model also shows two kinds of school – schools with HVAC, those schools without HVAC. Lastly, the model shows the effects of including portable air purifiers in the classroom. We modelled Corsi-Rosenthal boxes, but tested Merv13 or HEPA filters also work.

This shift in presenting the data gives us a striking picture of risk progressions.

The story the Data Cards tell is that the most important thing you can do to protect your children is to put them in a well-fitting mask.

Masks reduce risk 100- fold, no matter the school ventilation situation.

Masks drive the risk down for your family dramatically.
Read 15 tweets
Sep 15
Prévisions de COVID pour le Canada : SEP 14-27, 2024

CANADA

GRAVE (en baisse)

Infections pendant cette période : 1 031 400-1 095 400

Environ 1 personne sur 37 est infectée

Par rapport au point le plus bas de la pandémie au Canada :

-Infections ~18X 🔺
-COVID longue ~18X 🔺
-Hospitalisations ~17X 🔺
-Décès ~22X 🔺Image
The english version of our regional forecast can be found here:

Prévisions de COVID pour le Canada : SEP 14-27, 2024

TERRE-NEUVE ET LABRADOR

TRÈS ÉLEVÉ (en baisse)

Infections pendant cette période : 7 500-8 000

Environ 1 personne sur 63 est infectée

Par rapport au point le plus bas de la pandémie au Canada :

-Infections ~10X🔺
-COVID longue ~11X🔺
-Hospitalisations ~13X🔺
-Décès ~19X🔺Image
Read 18 tweets
Sep 1
A few things that might help people understand differences in Canadian COVID Forecast scores across provinces....

I'll focus on comparing Alberta and British Columbia, since I get asked a lot why Alberta's scores aren't as high as BC scores in the summer, even though the provinces are adjacent.

In BC, most people live in parts of the province with winters that are considerably warmer than most provinces in Canada, including Alberta.

Even southern Alberta has MUCH colder winters than the BC lower mainland, and cooler spring and fall too. I know. I've lived in both the BC lower mainland and Calgary, and couldn't get over how summer in Calgary didn't seem to really start until July.

This graph shows infections/100K people per day in BC (pink), AB (teal) and Canada (blue) since Dec 4/21.

All provinces have essentially had the same number of infections since then--the timing of when they happened just differs.

Something you'll notice about BC is that fall/winter waves often aren't as big as in Alberta or the rest of Canada.

But....infection waves are bigger in BC from spring-summer.

This is likely because infections don't start taking off till mid-summer in other provinces because there's immunity from the fall-winter infections that hasn't worn off enough until then so that people are susceptible to a new infection.

It's sort of like the brakes have been applied to new infections after the big fall/winter wave in most province, and the pressure on those brakes starts getting lighter toward mid-summer, when infections pick up again.

It's a bit different in BC, since there historically haven't been quite as many infections in the fall/winter waves, which means the population is susceptible to new infections earlier than in colder provinces.

So, in spring and especially summer BC infections tend to take off sooner than in the rest of Canada. By contrast, in winter infections are often lower in BC.

I think we're basically seeing seasonal forcing of infections in most provinces that doesn't affect BC as much because most of the population lives in a more temperature climate.

In most of Canada, there has always been a strong seasonal forcing effect on influenza seasons--stronger than in many more temperature countries, and I suspect that's what we're seeing in most Canadian infection data except those from BC.Image
Scores can also differ between provinces because of intrinsic differences in population susceptibility to serious outcomes.

Alberta is the youngest province in Canada, and now that uptake of fresh vaccine doses is abysmal across Canada (AB had higher uptake than ON this past season, for example), differences in things like infection fatality and hospitalization rates between provinces are strongly driven by things we can't control, like the average age of the population and rates of underlying health issues.

So, even if AB and BC had exactly the same number of infections in the same week, the Forecast score for Alberta would be slightly lower than the score for BC, because Alberta is younger than BC.

It's also why scores for some Atlantic provinces, particularly Newfoundland and Labrador can be a fair bit higher than the Canadian average.

Newfoundland and Labrador is particularly strongly affected by this because the population is considerably older, plus higher rates of underlying health issues, plus an acute healthcare system that doesn't function quite as well as in big provinces at treating things like heart attacks (probably translating also to treatment of COVID).

And smaller provinces have suffered from poaching of healthcare staff to larger provinces that can pay more.

So, it's not always just about number of infections either. Populations differ in their susceptibility to COVID, and outcomes per infection in Canada range from the highest number of serious outcomes per infection in NL and the lowest in Alberta.

Hope this helps.
Actually, one more thing about BC.

BC is somewhat younger than QC. Its life expectancy is similar--somewhat less than QC now.

QC, followed by BC has the highest life expectancy in Canada, which means that on average the populations in these provinces are generally healthier than populations in other provinces.

Vaccination rates are also generally similar in both provinces, dating back to the start of vaccine availability.

So, infection fatality and hospitalization rates should be pretty similar in both provinces.

However, BC reports fewer than half the hospitalizations per infection than QC, and about a third of the deaths per infection as QC.

Part of this certainly reflects reporting differences between the provinces.

Reporting of serious COVID outcomes in BC has always been considerably lower than in QC, dating back to 2020.

However, the population infection fatality rate (pIFR) for BC calculated from excess mortality is 19% higher than the pIFR for QC, even though QC is slightly older (but also has a slightly healthier population).

By comparison, the pIFR for Ontario is 4% lower than for QC, pretty similar to what you'd expect based on the difference in ages of QC and ON populations.

So why is the BC pIFR higher?

It's not just toxic drugs. We correct for this, and BC actually has more complete, faster toxic drug death reporting than QC.

Plus, the age distribution of excess mortality in QC and BC is pretty similar, with respectively 90% and 80% of excess deaths happening in people 65 and older, as you'd expect for COVID.

It does look like there may be some additional drug deaths in the 45-64 year old age group in BC that aren't yet accounted for, but not enough to explain big differences in the pIFRs in the two provinces.

It is also possible that BC is actually hospitalizing fewer than half the number of people with COVID than are hospitalized in QC, which could certainly contribute to lower survival rates.

That is, maybe BC hospitalizations are much lower than QC hospitalizations not because of under-reporting, but because of "under-treatment" (not sure if that's the right word). Or maybe it's a mix of both under-reporting and under-hospitalization in BC and QC.
Read 4 tweets
Sep 1
Canadian COVID Forecast Aug 31-Sep 13, 2024

CANADA

SEVERE (increasing)

Estimated infections this week: 1,183,400-1,350,800

About 1 in every 32 people infected

Compared to lowest point of pandemic in Canada:

-Infections ~25X higher
-Long COVID ~26X higher
-Hospitalizations ~20X higher
-Deaths ~18X higherThis image describes the Canadian COVID Forecast for Aug 31-Sep 13, 2024 by COVID-19 Resources Canada. Canada’s COVID Forecast outlook is SEVERE (increasing) with a COVID INDEX SCORE of 21.0 About 1 of every 32 people is infected. Estimated infections this week: 1,183,400-1,350,800 How much higher are key indicators compared to the lowest point in the COVID pandemic in Canada? Waste water, infections: SEVERE; 24.6X higher Long COVID estimate: SEVERE; 26.2X higher Hospitalizations, ICU: SEVERE; 20.4X higher Deaths: SEVERE; 18.1X higher HOW TO HELP: EVERYONE: UPDATE vaccines every 6 months WE...
Prévisions régionales sur la COVID-19 se trouvent ici :

Canadian COVID Forecast Aug 31-Sep 13, 2024

NEWFOUNDLAND AND LABRADOR

SEVERE (no change)

Estimated infections this week: 12,600-14,400

About 1 in every 40 people infected

Compared to lowest point of pandemic in Canada:

-Infections ~19X higher
-Long COVID ~21X higher
-Hospitalizations ~18X higher
-Deaths ~24X higherThis image describes the Canadian COVID Forecast for Aug 31-Sep 13, 2024 by COVID-19 Resources Canada. Newfoundland & Labrador’s COVID Forecast outlook is SEVERE (no change) with a COVID INDEX SCORE of 20.4 About 1 of every 40 people is infected. Estimated infections this week: 12,600-14,400 How much higher are key indicators compared to the lowest point in the COVID pandemic in Canada? Waste water, infections: SEVERE; 19.0X higher Long COVID estimate: SEVERE; 20.8X higher Hospitalizations, ICU: SEVERE; 18.1X higher Deaths: SEVERE; 23.9X higher HOW TO HELP: EVERYONE: UPDATE vaccines every 6...
Read 17 tweets

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