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Aug 21, 2021 17 tweets 8 min read Read on X
New OHA projection came out yesterday and it's a pretty dire prediction, as I'm sure you've seen. I think it's important to remember what went into this, and how it compares to other models that came out yesterday-ish from OHSU and IHME
First things first, a link to all the models I'm going to be talking about:

OHA 8/19:
oregon.gov/oha/covid19/Do…

OHSU 8/18:
ohsu.edu/sites/default/…

IHME 8/19:
healthdata.org/sites/default/…
Using WebPlotDigitizer to extract data from the OHA Re graphic shows a peak Re of 2.01 on 20 July, pretty close to my simple model result of 2.09 on July 25. I've talked at length about the differences in the methods, but close enough for my jazz. (pats self on back)
I agree with this paragraph. People are reacting on their own, as in earlier waves when Re crested 1-2 weeks before state NPI’s were enacted. It seems a foolish experiment to run now though, at the height of the pandemic to skip the second step. We shall see.
The estimated population immunity from OHA, including vaccination and infections, discounting for efficacy, is only about 54%. This disagrees significantly with IHME (68%) and OHSU (77%) estimates, and explains some of the extremity of the model outcomes.
In the non-immune community, each infection results in an estimated 3.3 new infections, which is rather staggering, but certainly seems to agree with what we’re seeing.
1.56 / 3.31=~47%, or the % vulnerable, just FYI how that came up with that 3.31 number.
This is the controversial part of the model, and where the cadence of every 3 weeks shows it’s fault. It also shows the lack of creativity of the modelers, as in the past. They don't consider the possibility Re will continue to decrease, and stays at 1.56 as it was 4 August.
It’s possible that the public reaction, and no state mandates will keep Re near 1.56.
The rate of Re decrease does show signs of slowing, but it's likely to settle closer to 1.2-4 than staying at >1.5 if we settle into a new steady state.
This is where the Re calculus is useful.
It might keep on chugging downward to 1.0 and below without any further state interventions, but I'm skeptical of that in the short term. Over a long enough time period everyone will get infected and we have "herd immunity" but that's a lot of dead people...
Not a viable plan.
The actual projection is extreme of course, and probably inaccurate. People have been responding to the horrific case and hospitalization rates; this isn’t going completely unabated, thankfully.
The government could be doing more to protect its people by implementing more NPIs.
Comparing the hospitalization (census) projection between OHA, OHSU and IHME shows how much OHA diverges from those other two, and why I say it's far off base and too pessimistic.
Again using WebPlotDigitizer I pulled the new daily hospitalizations and accumulated them so the OHA plot could be compared to the OHSU and IHME ones. Assumes 9 day avg hospitalization, per this ref-bmcinfectdis.biomedcentral.com/articles/10.11…
OHA is similar to the peak of the "worse" IHME projection
The discussion section is unreasonably short, noting "this alarming increase could be curbed if people" adopt NPIs, but neglects to mention that the state has the power to mandate this, and chooses not to do so.
If this projection were to be believed, we would be approaching 100 deaths per day reported, which certainly would garner some state reaction I would hope, and so would not be allowed to happen (maybe in Florida, but not here).
Anyways, here’s the actual data overlaid on the new projection in orange; it's already diverging to the low side, and should continue to do so.

Don't freak out because of this one dire projection from OHA, but because the state abandoned you July 1st.

Thanks for reading.
Replies are off for this long thread, just to keep it from getting too messy, but of course if you tweet at me I'll try to answer questions as they come up.

Please wear a mask, keep your loved ones safe, and try to keep yourself out of the hospital for a few weeks.
Addendum (I should have done this earlier but was lazy):

I scraped the IHME and OHSU worst case hospitalizations and plotted them against the OHA one. The OHA one clearly the outlier, rising as fast as OHSU and as high as IHME.

They really got this one wrong.

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More from @OHAinContext

Oct 21, 2022
It's been about a month since I reviewed one of the OHSU report/forecast from Dr. Graven.
If you're unfamiliar with it, it's the most honest assessment of the data we're going to find. It is released bi-weekly, the latest from last week is here
ohsu.edu/sites/default/…
I use an online service called draftable which highlights changes/updates. Normally I compare to the last version, but I was quite busy around 1st Oct, so don't have that version, just 16 Sept and 14 Oct.

Nonetheless, here's the highlighted changes
draftable.com/compare/meYXIp…
Key takeaway - here comes the next wave:
Europe is already in it (they are the US's early warning system)
Read 9 tweets
Jan 5, 2022
Well, it's WaveWednesday, and that means it's time to compare this current wave to all the past ones... sigh.
Omicron wave started 20 days ago, Dec 17th, when a low of 752 cases per day averaged over the previous 14 days was observed.
We are now at 2,311.
This surpasses the previous 14 day max of 2,247 observed 59 days into the Delta wave, which peaked ~13x above where it started.
If Omicron follows a similar trajectory, we would peak at 9,603 cases. (it will not follow a similar trajectory)
Of the other 4 waves, 3 have peaked around that day 60 mark.
One could argue that if I picked a different starting day to start last fall/winter's wave (say day 38 when there was a small trough), then it would have peaked at day 45, instead of day 83 (second graphic)
Read 12 tweets
Jan 4, 2022
If this projection is correct, and people currently infected with CoVid test positive in the coming days, currently one in every ~30 Oregonians has CoVid, most likely the ultra-contagious Omicron variant, which seems to evade immunity to a high degree.
If this rate holds, everyone in Oregon will have had CoVid within the next month.
This is unfathomable, yet somehow possible.

Only ~20% of Oregonians have a booster shot at this point, ~30% are unvaccinated, and ~20% have no immunity from vaxx/infection at all.
I'm thinking Dr. Graven's original projection which was met with much derision and called alarmist because it showed triple the hospitalization level of Delta wave as the most likely outcome, might be optimistic.

We shall see on Friday when he updates with this burst of cases.
Read 7 tweets
Dec 17, 2021
OHSU finally took a swing at modeling Omicron effects on hospital census and it's... not great.
Using Denmark as the basis, shows 2,000 additional hospitalized by Feb, if we double booster administration and return to the most conservative behaviors.
ohsu.edu/sites/default/…
I do think this is optimistic from a timing standpoint, as we are likely going to see omicron impact us sooner than the first week of January as they have modeled.

Without increased booster administration, and behavioral changes, the forecast is for 3k hospitalized.
The timing is speculative, but given that the doubling time is 2-3 days, and our neighbors to the north are already nearing 40% omicron, we are probably going to be omicron dominant by the end of the year.
Read 6 tweets
Dec 16, 2021
WaveWednesday is back for one last Summer '21 update (Delta) before the Winter'22 (omicron) wave starts...
We are still 4.5X the trough observed 161 days ago, but down 65% from the peak 105 days ago.
Delta was supposed to come and go quickly, it did not.
The last 3 weeks may end up being reclassified as the start of the omicron wave, as we hit a trough prior to thanksgiving, and even though the thanksgiving bump looks like its behind us, we might not drop below that low 2-week avg of 714 before we start dealing with Omicron.
This will be the 3rd wave we didn't get out of before the next stepped up and took over, only in the Spring of this year, 2021, did we actually fully beat a wave and end lower than we started (remember the indoor dining ban and mask mandate that made that happen?)
Read 6 tweets
Nov 25, 2021
In Oregon, yesterday was day 140 of the Summer CoVid wave, the day before Thanksgiving...
That means it's time for a WaveyWednesday update, comparing this wave to all the others in Oregon.
So, happy holidays, more that 2,000 have died from CoVid in these 140 days, this "summer".
Until this week, we didn't actually know that. A month ago OHA announced that it had found more than 500 deaths which were not reported over the course of this summer, at that time there were about 1,000 deaths reported in this wave, horrific yes, but not 2,000...
Since that announcement, we have had another 500 pass away in this "summer" wave, in addition to the 1,000 we knew about, in addition to the 500 we didn't know about.
Thankfully, a large portion of the population is vaccinated, or it could have been so much worse.
Read 10 tweets

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