COVID19AB Balanced Scorecard
Wed 22 Sep

Publishing my 3 main graphs right away, then I will add analysis on each metric, going down the card, bit at a time.

Yellow highlights on scorecard = idea stolen from @jvipondmd: today's cases x case rate from

covid-tracker.chi-csm.ca ImageImageImageImage
Just finished watching @PopAlberta special on:
• protecting children too young to vaccinate
• learning that the risk in schools SEEMS to be scientific: #COVIDisAirborne but is ACTUALLY political
• Learn how to address this at home, school & your MLAs.

@PopAlberta R

Some people were surprised last night to hear Premier Kenney say R in Calgary & Edmonton was below 1.0.

True per GoA stats, but no thanks to Premier Health Minister, CMOH or SAG.

#yyccc & #yegcc enacted Mask Bylaws at the beginning of September.

That's why they have R<1.0 Image
@PopAlberta In fact, when the province enacted their Crochet Chinstrap of a Mask Mandate:
• full of holes
• doesn't cover the risks like schools and places of worship

The cities had to scramble to enable enforcement

globalnews.ca/news/8167070/c…
@PopAlberta Edmonton tried on 30 August to get provincial support for a mask mandate, but the Minister of Health's spokesperson refused, saying vaccination was the only way of fighting Covid-19 they supported.

That arrogance is killing 20 Albertans a day.

cbc.ca/news/canada/ed… Image
Last November, the province reneged on providing R.

Then they begrudgingly started providing it, but cut to biweekly in June when Endemic blah-blah.

globalnews.ca/news/7489224/a…

So it was amusing to see Premier Kenney cherry-pick R, when he's been dismantling surveillance.
Thankfully, Ontario biostatistician @imgrund picked up Alberta in November to help us out, and Canadians now check his feed *every morning* for his excellent thread.

It's like checking the weather.

My friend @Mrhockey1231 graphs Ryan's work for BC/AB.

You know after long hot/cold/rainy spell, your local weather analyst reviews that past week with statistics on record temps, or mm of precipitation?

Imagine using that review as your daily weather forecast for the next 2 weeks.

That's AB Health's R.

alberta.ca/covid-19-alber…
Where is Alberta Health's biweekly R useful? Checking if AB Health's intervention was effective, using their own stats.

@ByMatthewBlack graphs:
• Calgary & Edmonton mask bylaws <1.0
• falling
• Rest of Alberta provincial mandate 1.15
• rising

edmonton.ctvnews.ca/infographics-c… ImageImage
@ByMatthewBlack @GosiaGasperoPhD @DruhFarrell @JyotiGondek @gccarra @ChahalGeorge @doniveson @joececiyyc @Adam_Toy @cbcjanjohnston @nenshi You're thinking "Ziad! 7 tweets on R, you Nerd?"

To which I'd reply "I'm a Mathlete" and ask whether you see the foundation I am subtly building.

#COVID19AB is diverging between cites and small-town/rural. You can see it in stat after stat.
Test Positivity.

Good news: going down overall.

Bad news: City Mouse, I mean, Zone; Country Zone.
• Calgary 7.31%
• Edmonton 8.51%
• Central 16.4%
• North 19.28%
• South 14.15%

Epidemiologists call this heterogenous, I think. I'm not that nerdy.

alberta.ca/stats/covid-19… ImageImage
Daily New Cases.

Why am I showing you @ucalgaryCHI Test Positivity & Daily Volume Graph for this? Because Daily New Cases depends on Test Volume, and where you Test.

AB is averaging ~15,600 tests/day. In previous waves we were around ~20K tests/day

health-infobase.canada.ca/covid-19/epide… ImageImageImage
We interrupt this thread for a brief request for donations. (Not for me).

All of us on @PopAlberta are putting in our time for free, but we do have out of pocket costs to keep our broadcasts accessible, and bilingual.

gofundme.com/f/popab Image
@PopAlberta Back to the science.

Last night the Premier complained that too many Albertans were waiting until the last minute before they acted on their COVID-19 illness, and were blinding the healthcare systems by not seeking care until they were seriously ill.

alberta.ca/release.cfm?xI…
Whose fault is that?
• Premier, Health Minister, CMOH.

On 28 July, announced cuts that took effect NEXT DAY.
• Even if exposed, can't get tested without symptoms
• Delta often doesn't show symptoms until too late
• No contact tracing
• Wastewater?

alberta.ca/covid-19-testi… ImageImage
Which brings us to Severe Outcomes.

And a strange "ceiling" on ICU which I noticed on Friday 17 Sep, from the Thursday numbers. And has continued since.

It wasn't an anomaly, so I have removed the exponential curve. Image
At first I though this was some partial limit to ICU capacity.
• Finally pushed staff as far as possible?
• Equipment? Infrastructure?

Then I saw these two threads from two of my teammates on @PopAlberta. Caring, smart people, straight-shooters, great teachers. Life-savers.
From @GermHunterMD, this observation that surge capacity keeps growing in order to keep the patient count in ICU from all causes below 90%.

Why?

Critical Care Triage Protocol. Which would affect even babies & toddlers in Pediatric ICU.

Nightmare.

Before that, this heartfelt thread from @NeejaB about non-ICU Wards.

TBH, I had to chat with her to understand it better, and she generously explained. Read it carefully.

If there is any error in paraphrasing, or drawing inferences, the error is mine.

She used a term "Optiflow" which I understand partly from being an engineer (not a doctor). Hope this explanation helps.

healthcare.uiowa.edu/ncec/ned/n0067…

It allows an adjustable mix of O2/air, humidified & heated, to be delivered to the patient through the nose.

No intubation.
Some other terms you need to know from Goals of Care (GoC) and Goals of Care Designation Order (GCD).

This is the form itself

albertahealthservices.ca/frm-103547.pdf

But you should really read the whole Advanced Care Planning guide. Bookmark it; print it, read it.

myhealth.alberta.ca/Alberta/Albert…
Why are we talking about this again?

Oh yes, that invisible ceiling in ICU at 90% of surge capacity patients from all causes, Covid, heart attacks & strokes, car accidents...

Dr Bakshi apologized for having a 17-tweet thread...
We still have cases growing exponentially, many coming from lower vax regions, eg Northern Alberta into Edmonton's big hospitals.

And all those ICU-level sick people need to go somewhere. Because the alternatives, Triage & Transport aren't great.

So those ICU-level sick people go to non-ICU, where the teams are not staffed for ICU-level care & COVID-19 unpredictability.

With ICU, we can see the surge capacity added and the overload.

Non-ICU just looks like a pretty flat-topped birthday cake.

alberta.ca/stats/covid-19… ImageImageImageImage
But when you change the view, you can see the non-ICU wards are overloaded worse than in the 2nd or 3rd Wave.

3rd Wave, ICU added that surge capacity, so non-ICU was not impacted so badly.

Even worse than 2nd Wave, when so many of our older Albertans died. ImageImage
Dr Bakshi was kind enough to share with me some system-level numbers to illustrate.
• non-ICU teams handle 17-25 patients
• the large Royal Alexandra Hospital has 8 teams for baseline 168 patients, which looks a lot like AB-wide ICU capacity

In Wave 2 they got stretched.
In Wave 2 they had to add 5 covid teams, to baseline 8 teams (17-25 patients each).

They they had an outbreak in one base team, so they converted it to covid.

7 base + 6 covid = 13.

Providing ICU-level care, without staff ratio.

Needing Respiratory Therapists (RTs) like ICU.
But the problem is not just volume of patients coming in. It is also the mix of patients.

Please read that Advance Care Planning document again before proceeding. This is tough sledding.

myhealth.alberta.ca/Alberta/Albert…

Don't proceed until you've read it.
In 2nd Wave, before vaccines were approved, or when global quantities were still tiny, many of the seniors needing hospital or ICU chose to modify their Goals of Care.

From R1 or R2, to M1 or lower. Depending on their health & preferences, with family & doctor advice.
It is best to think about these things in advance, and do your Green Sleeve & Personal Directive, because Delta makes people sick so fast, and you can't sit beside your relative in COVID-19 ICU or Ward to go over it.

Please discuss this in advance with family and your doctor.
So here we are in 4th Wave, worse in every way, in every part of the hospital.

It is intentionally cruel to patients, to family, to every kind of healthcare worker.

The mix of patients is younger, including children.

How do you do their GoC?

aryntoombs.github.io/schools/
So in non-ICU wards, they are having to take care of younger people who have chosen R1.

And internal medicine wards lcan handle R1, with Optiflex, and RTs.

(I don't know about ventilators)

So they are basically being ICU, without the team make-up and size.

We don't know this.
Let's change the view again.

25 July
• Covid: 60 patients or 1%
• Empty bed: 656 or 11%

19 Sep
• Covid: 760 patients or 13%
• Empty: 690 or 11.6%

Ratio changed from 1:11, to 13:12.

Imagine the work. ImageImage
There are people like me trying show this workload, to help Albertans understand.

eg. in ICU, the daily totals you see are Net after all admissions, discharges, and sadly deaths.

It's like closing stock price on a share that has been active all day.

public.tableau.com/app/profile/ed…
But do not interpret this to deny yourself care if you are sick, for whatever reason. You won't be judged even if you are unvaccinated.

There is still room for you in ER, in non-ICU (690 beds at last count), even ICU.

Don't stay home & suffer.

cbc.ca/player/play/19…
I checked this video in advance with a couple of doctors, and PBS Newshour is a high-quality, in depth news program.

As you go through the Advance Planning Document, with your doctor and advisor, think also of quality of life after long stay in ICU.

pbs.org/newshour/show/…
I was going to go through the remaining metrics on my scorecard, like Deaths or Vaccinations, but I'm exhausted.

I reckon I have left you with lots to think about.

Get everyone you know vaccinated.

And remember, if you need hospital, go to hospital. They will help you.
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More from @ZiadFazel

24 Sep
#COVID19AB Balanced Scorecard
Thu 23 Sep

Sorry for late start on this - was watching today's @PopAlberta broadcast for a third time. So many good shows there 👀

youtube.com/channel/UCXWbl… ImageImageImage
Last night between 4.16pm and 10.12pm, I assembled a monster Balanced Scorecard thread (rope?) of 31 tweets.

I wanted to give extra attention:
• We're becoming 2 different Albertas with COVID-19
• Non-ICU Wards have become ICU to prevent triage

👀

Finished reading ALL of it?

I'm going to build on it a bit. Remember my analogy that covid-19 under bad government is like riding a canoe on a rollercoaster?

We have two canoes now.
• Calgary and Edmonton, leading/front going down
• Rest of Alberta, leading/front going up.
Read 13 tweets
14 Sep
Last night @CMOH_Alberta gave a presentation to Alberta family docs, and I got a chance to see it and take screenshots before the video was set to Private.

Whenever a politician wants to give you "Context", be wary of Deceptive Framing.

Have a look at her graphs of BC/AB/SK.
Did you do that yet? No skipping ahead now.

I zoomed in for you.

See it yet?

The axis scales are not the same.
Here are the graphs exactly how they look at

health-infobase.canada.ca/covid-19/epide…

The default shows every province on the same axis for fairness.

See that green "Relative scale". That compares each province to its own peak.

Click it. Gosh - every province looks equally bad now.
Read 8 tweets
13 Sep
#COVID19AB Balanced Scorecard
13 Sep 21

We're all interested in ICU, but I'll stay consistent with giving all metrics, including signals from Leading Metrics which end up in Severe Outcomes.

Test Positivity has paused at an all-time pandemic record just above 3rd Wave Peak.
@jvipondmd @GosiaGasperoPhD @RajBhardwajMD @TehseenLadha @drdagly @shazmamithani @kwburak @plasercalgary @noelgibney @dupuisj Looking at R for Alberta, we can see the "gas pedal" of R has eased up a bit, but still stays above 1.0, which means still accelerating with exponential growth of COVID-19.

The damage was done in July with that steep rise of R > 1.2 during & after Stampede.
I'm sticking with Leading Indicators of the spread of #COVID19AB, because They. Lead. To. Severe. Outcomes, including Death.

You can't grow ICU Capacity to match exponential growth. You have to stop the spread up front to give your healthcare system a chance, Public + Private.
Read 16 tweets
12 Sep
Sadly, today is the day we exceed Alberta's baseline ICU Capacity.

Again.
• Blue Exponential Growth Curve = Albertans in ICU with COVID-19
• Red line = Baseline Capacity
• Surge Capacity comes from Cancelling Surgeries & Redeploying Doctors, Nurses, other Healthcare Workers
I don't normally do one graph inset into another, but I wanted to show @GosiaGasperoPhD modelled this exactly, on 24 August.

She's a world-class biologist who could be doing this anywhere in the world, saying "Look what is happening over there in AB."

Instead, she's here in Calgary, volunteering her expertise late at night (eg 12.36am for this tweet) to help our province.

And she's wiping the floor with Alberta Health's CMOH team, even though they have access to internal data and high-end computers.

alberta.ca/assets/documen…
Read 8 tweets
10 Sep
#COVID19AB Balanced Scorecard
Fri 9 Sep

Leading indicators continue to show accelerating spread of infection.

7-day average Test Positivity 11.73% against all-time record 11.75%.

Severe Outcomes: Hospital, ICU and Death all surging faster than ever. Obviously NOT Decoupled.
ICU Capacity taking a huge hit.

169 Albertans just with COVID-19, against total ICU capacity for all needs 173.

Look at the difference two days makes on the curve. See also comparison to AHS CEO Dr Yiu charts on 17 May 2021.
Great presentation by Sarah Mackey of @ab_vax who teaches that we can't just look at the unvaccinated as one big blob, and just write them off.

IIRC, she says we have to look at different reasons:
• Access
• Complacency
• Hesitancy

And count the removal of barriers, not 💉
Read 8 tweets
10 Sep
Big news about COVID-19 Vaccinations in US, UK and Canada to share before @PopAlberta explains this live today at 4pm.

The news is about vaccine mandates, passports, and 3rd doses.

Let's start with Dr Fauci speaking to Americans on @NewsHour, on which we Canadians eavesdrop because:
• he's world class
• Covid in Canada is like a lot of American states
• Alberta (and BC & SK) are like the worst of American states

pbs.org/newshour/show/…
Then, Dr Fauci gave the 2021 Pumphandle Lecture to @JohnSnowSociety in UK.

See summary from UK Public Health Doc @GabrielScally with some clips of key points, and then the link to full 1-hour lecture.

You & I can get this whether you have a PhD or not.

Read 5 tweets

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