When I see young healthy people potentially obsessing, turning life into some sort of morbid probability matrix because one particular potential risk (Long Covid) has been made more salient and blameworthy, I sympathize a lot less.
ONS's latest survey finds 2.8% of the UK population report that they are currently experiencing long COVID symptoms: 67% of that 2.8% report that the symptoms adversely affect their day-to-day activities. Separately, they've estimated that 70% of England has had COVID at least once; weighting their estimates for England/Scotland/Wales/NI suggests about 68% of the UK has had it. So conditional on having caught COVID at least once, we have ~3% of the population experiencing symptoms that adversely affect day-to-day activities for at least a month and often much longer. (Table 7 of the associated dataset implies that for each individual symptom, well over half have been experiencing those symptoms for "at least 12 weeks", which is consistent with Fig 3 in this earlier survey.).
Anyway, if every time or few times that I catch COVID equates to a ~3% chance of long covid that adversely affects my day-to-day activities for a long time, for me that's high enough that it justifies having categories of things that I do less often than I used to, categories of things that I do while masked, and categories that I do with no precautions. We don't generally go around criticizing people for "obsessing" when they take other slightly inconvenient actions to mitigate other low-probability risks (wearing seatbelts; having a diet composed of more healthy-but-less-delicious than unhealthy-and-more-delicious foods; cutting down on alcohol; etc.). So this constant criticism of people who are choosing to make changes to reduce their long COVID risk does rub me the wrong way.
When I see young healthy people potentially obsessing, turning life into some sort of morbid probability matrix because one particular potential risk (Long Covid) has been made more salient and blameworthy, I sympathize a lot less.
I don't see what's so controversial about Long Covid. There's evidence indicating that Long Covid might create a lifetime of increased fatigue in ~50% mild cases. As you've said in previous posts, P100 masks are cheaper and easier than N95 masks which might not do anything at all, and Paxlovid might spontaneously become much more available in 1-2 months from now (apparently you can get it right now anyways). It would be pretty regrettable to give one month before the finish line, especially when there might be several decades of permanent, constant fatigue at stake, and the finish line might be a very hard finish line dividing the "everywhere brain virus" period with the "nowhere brain virus" period of human history.
When scaremongers say things like us not being ‘ready’ for ‘one eighth of the population with months or years of disability’ I don’t even know how to engage with a claim that implies such a different world than the one we exist in.
The internet is effortlessly capable of creating a different world than the one we exist in. People who know a lot about the internet, or a lot about social media, know that it's so obvious as to be not worth mentioning. I've seen it, you've seen it, and we're still seeing it right now.
We've been in the middle of a war for two years, not two months; it's well known that a virus is theoretically capable of collapsing the economy and permanently ending the global influence of Europe/China/the US. And it's even more well known that it's worth starting wars over something like that, with all the misinformation that goes along with wartime policy. It's just that a war against a virus takes different forms depending on how the virus changes and the virus's perceived threat to the economy (as well as the time horizons of people in the government, which could be a short as 5 years).
More worrisome are the 23.1% of people who wanted to take the flight while known to be positive. Thus, almost one in four people who follow a cautious doctor who writes frequently about Covid in the style above think that a known symptomatic Covid case should still go to a terminal and get on a flight. How many more of the general population must think the same way? That it’s fine to go around exposing people when you’re sick?
Well, maybe it’s not as clear cut as all that?
This is certainly a rather strong ‘planes are safe for Covid’ position, where it would be fine to put a known Covid-positive case on a plane (and more importantly, in the terminal to and from the plane) so long as everyone involved had masks, but without others wearing masks it turned into an unacceptable risk.
I notice my skepticism that things fit into these windows. A mask is a modest risk reduction. Even if we are super generous to both masks in general and mask use in practice and say 75% reduction between the two scenarios, a factor of four is actually rather unlikely to change the answer here. Which suggests that the masks are serving more of a symbolic ritual purpose, rather than anything else.
...
Bill Gates tests positive for Covid, properly treats it as an annoying need to isolate.
I don't see why this is worrisome. If a covid-positive person is wearing a ventless N95 (or better) respirator, the chance of them infecting other maskless people is miniscule. This is due to the fact that even if a small amount of aerosols leaked from the respirator's faceseal, it would be quickly diluted, especially in spaces (including terminals and flights) using any kind of ventilation system. Another thing to consider is that people that don't use respirators already accept the risk of becoming infected at any time.
The good news is that nurses rarely actually spend as long as that paper suggests for alcohol surface prep. The bad news is that it's short enough to further call the effectiveness into question. At least they aren't using iodine for it any more; I never saw a nurse wait the full 2 minutes that calls for. I don't have the references at hand, but I wonder if chlorhexidine has a fast enough disinfection time to be practical; I know it is at most the same time-frame as alcohol, maybe shorter.
There is zero funding for dealing even with the current pandemic, let alone preventing the next one. The FDA not only is in no hurry to approve a vaccine for children, the new highlight is its focus on creating a dire shortage of specialty baby formula. Covid doesn’t kill children, merely causing governments to mandate they not get to have their childhoods, but 40% of formula being out of stock is a much more directly and physically dangerous situation. The FDA has a history of killing children via not letting them have the nutrition they need to survive, last time it was an IV formulation that was incomplete but couldn’t be updated for years, so we shouldn’t act all surprised when this threatens to happen again.
Also Covid is still a thing. New subvariants of Omicron continue to slowly gain dominance and case numbers are increasing. The jump this week wasn’t as big as the headline number but it was still big, and is backed up by my local anecdata. There’s once again a bunch of Covid out there. The key is whether we can continue to get on with life and not fall into the trap of doing expensive prevention that doesn’t accomplish anything. So far, so good.
This intentionally still excludes China. News on that front has slowed dramatically, I plan to write up the last few weeks into a post anyway relatively soon.
Executive Summary
Let’s run the numbers.
The Numbers
Predictions
Prediction from last week: 400,000 cases (+22%) and 2,720 deaths (+10%?)
Results: 518,048 cases (+41%) and 2,084 deaths (-6%)
Prediction for next week: 640,000 cases (+23%) and 2,100 deaths (+1%)
I’d love to go back and do a study of my predictions at some point if I find the bandwidth, and in particular on whether I should be ‘sticking to my guns’ more when a change doesn’t make a lot of sense. Often a blip causes an adjustment in the wrong direction and this week feels like I ‘fell for’ that trap once again, but that implies we know it wasn’t a legitimate change.
I also suspected there was some sort of two week cycle, and, well, yeah. It’s Florida, which is literally only reporting numbers every two weeks in the Wikipedia data this past month. Flat out 0 cases last week and three weeks ago. Should have caught that, and it explains the drop in the South very cleanly. Not sure how I missed it before.
Even adjusting for that, the jump this week is large – we got the additional 13% we ‘missed’ last week and also the adjustment I made based on the miss. Early signs from a few weeks ago that things would soon stabilize appear to have been wrong. Cases are likely to continue to rise for a bit.
I don’t expect the +41% to happen again, but as new subvariants spread this seems like a time to expect large week over week case growth, so even with Florida maybe not reporting at all (need to hedge on this), I’m predicting a +23% jump.
Deaths
This is even more dramatic than it looks, with Florida effectively shifting over 100 deaths from last week forward into this one. The Northeast and New York lines do indicate that deaths will start going back up again at some point, but for now the ‘fading out’ of with-Covid cases and old cases continues to drop reported numbers. My guess is that ‘real’ Covid deaths have been rising, so once the backlogs are sufficiently cleared we should see deaths rise again. But we also need to adjust for Florida likely reporting nothing.
Question for everyone: Should I instead be predicting the ‘real’ answer and committing to smoothing out Florida if they don’t report in a given week? I don’t want to do that without thinking more about it first but I’m guessing I should shift to that starting next week.
Cases
Personally known cases are also on the rise, as both my kids’ schools had Covid issues this week. One school closed down, the other put masks back on but remains open. I have no doubt many cases are being missed.
Will all these extra cases translate into either new forced prevention measures or a major surge in deaths?
So far the answers to both questions are solidly no, which is great, but we won’t get many new deaths from the cases jump for another few weeks, so it’s too early to know on that front. Obviously doubling or more of cases is going to kill more people, but I expect the death rate this time around to drop even lower than before given how many cases will be reinfections or otherwise of relatively less vulnerable people.
Given that, and the general attitude everywhere, I am optimistic that we won’t see much if any rollback in the lifting of restrictions. We will instead continue to muddle through, and deal with local situations reasonably if and when they happen.
The Federal Funding
You did not receive the federal funding. Perhaps you can still take your colleagues out to dinner, but you probably can’t afford to pay your brother to come and sing.
More importantly, you can’t research or treat Coronavirus, or engage in other medical research, due to a lack of funds. This is still the situation:
Larry Summers is likewise expecting confusion among future historians.
Even the $10 billion (reallocation of previously allocated Covid funds) compromise fell through. Zero funding. None. Zippo. Zilch. Not a thing.
It’s already too late to get fall turnaround on updated vaccine shots.
The thing is, I’m not expecting future historians to be confused here. Assuming there are still people around to be historians, I expect them either to have some totally bogus narrative that has nothing to do with anything real, or quite likely to know exactly what happened. It’s not like it’s that complicated or subtle or secret. This is who we are and how we work and what we care about, and how our dynamics play out. Us failing to predict this in advance was us having a bad model. That’s on us.
Matt Yglesias titles his post this week ‘we need to find ways to do faster clinical research’ but it seems more like we need to find ways to do much in the way of clinical research at all, on Covid or almost anything else.
Coronaviruses, and other potential future pandemics, seem important. It seems important to prevent them. Congress disagrees.
When we do run useful studies that are trying to figure out answers rather than jump through regulatory burdens, it is interesting to once again point out how dirt cheap they are.
The main barrier to finding out vital information about a pandemic is not a lack of federal funding, rather it is the far more brazen ‘the government will not let us find out in better ways, and thus this is the best we can do.’
Of all the studies we did, a large percentage of the value came from one study that cost $10 million, and which was privately funded.
Because of course it was Patrick Collison and Sam Bankman-Fried. There are a handful of other names one could add to that list, but the world actually is this small and contains this few people, so there were more than two people who might potentially have written these checks but realistically there were maybe… ten of them?
Lately I’ve been looking into the more general question of ‘what in-some-sense-realistic policy changes might do the most good on the margin?’ much of which is extremely difficult to quantify and therefore to prioritize. Early in the pandemic, being allowed to learn key facts about Covid-19, or being allowed to develop and deploy helpful things like tests, treatments and vaccinations in reasonable time, would have saved millions of lives and trillions of dollars, and prevented or minimized many massive life disruptions across the board. At this stage, how high a priority these questions have depends on how likely that is to happen again how soon.
Physical World Modeling
Recovery from Omicron infection may produce narrow antibodies in a way that vaccination (or the combination of Omicron and vaccination) don’t, perhaps leaving people vulnerable to new variants. Vaccination still a very good idea.
Yes it helps to open a window, we needed a study for that.
Paxlovid has a strange problem. If you don’t deploy it quickly enough, it will be ineffective. If you deploy it too quickly, your body might not have time to develop its defenses, and then sometimes Covid rebounds afterwards. This didn’t happen in trials under old variants, but Omicron symptoms show up faster, and also some virus maybe gets stuck in the respiratory tract which makes rebounding more likely, so it is happening now sometimes. It’s still only about 2% of cases, but it does happen, and it raises the possibility that resistance to Paxlovid might evolve. Mina recommends moving us to a 10-day treatment plan. If we had unlimited supply, I would strongly agree. However, unless the resistance question is a big deal (I don’t know how big it is), it is hard to say that getting 98% of the effect for 50% of the supply is a bad deal while supply shortages persist. Yes, there’s currently enough supply for everyone eligible, but until everyone is eligible I still consider there to be a supply shortage.
Shooting fish in a barrel department presents The FDA’s Extreme Innumeracy. Once again, the J&J vaccine is being limited due to blood clot concerns, where those concerns are size epsilon. Once again, to the extent this changes perception it will make things worse rather than better. As far as I can tell, approximately no one is getting J&J at this point anyway, so in practice it doesn’t matter except to illustrate that it is likely to happen in the future when it does matter.
Prevention and Prevention Prevention Prevention
Europe’s ECDC stops recommending masks at airports and on planes.
I found this thread interesting as an illustration of how much some people continue to let their lives and brains be hijacked by Covid concerns. Here’s the part before the first poll.
All these details about exactly where to do how much masking where and how much exposure to accept each step of the way. I remember those times, and I do sympathize when dealing with elderly that have comorbidities. When I see young healthy people potentially obsessing, turning life into some sort of morbid probability matrix because one particular potential risk (Long Covid) has been made more salient and blameworthy, I sympathize a lot less. When scaremongers say things like us not being ‘ready’ for ‘one eighth of the population with months or years of disability’ I don’t even know how to engage with a claim that implies such a different world than the one we exist in.
Now the question was, what to do once Katie tests positive? My answer before reading further was very much with the majority, of course you rent a car and drive home. Staying in a strange place for 5-8 days while sick and unable to do anything, forced to rent a place, seems way worse than a nine hour drive. You certainly can’t stay with older friends. So I’m confused that 19.5% of people wanted to stay, even if the place is called Palm Springs.
More worrisome are the 23.1% of people who wanted to take the flight while known to be positive. Thus, almost one in four people who follow a cautious doctor who writes frequently about Covid in the style above think that a known symptomatic Covid case should still go to a terminal and get on a flight. How many more of the general population must think the same way? That it’s fine to go around exposing people when you’re sick?
Well, maybe it’s not as clear cut as all that?
This is certainly a rather strong ‘planes are safe for Covid’ position, where it would be fine to put a known Covid-positive case on a plane (and more importantly, in the terminal to and from the plane) so long as everyone involved had masks, but without others wearing masks it turned into an unacceptable risk.
I notice my skepticism that things fit into these windows. A mask is a modest risk reduction. Even if we are super generous to both masks in general and mask use in practice and say 75% reduction between the two scenarios, a factor of four is actually rather unlikely to change the answer here. Which suggests that the masks are serving more of a symbolic ritual purpose, rather than anything else.
In any case, option 3 was chosen, which seems clearly correct.
It’s funny how there’s four choices and they only cover 40% of probability space, but each contains a range. I don’t know if I’ve ever seen that before – normally either you cover most or all of the ground or you choose between four point estimates – e.g. if this said 15%, 50%, 75% and 100%, that would make perfect sense.
Here’s Bob’s answer.
It seems odd to do that analysis and still get up to 50%, but a lot of this is that the 35% household attack rate is highly unintuitive. We know it intellectually, but man is it weird.
I agree that the only ~5-10% chance here is right. And I’m happy with the 87% on the final vote given this is the internet. Rest of the thread is wrap-up.
Think of the Children
The younger ones still aren’t legally able to be vaccinated. The odyssey on that continues.
So now they’re willing to do the reviews one at a time after delaying to not do that, which is odd but I try to avoid ratting on people for having been wrong before when they decide to do something right now. Meanwhile, there’s no communication issue since there’s no decision, the vaccine is illegal. If it was legal, I’d say something like ‘future variants may decrease vaccine effectiveness somewhat’ I suppose, although my motivation is not ‘scare off as many parents as possible.’
It’s very scary to hear things like ‘we will probably authorize’ if it is as good as adult vaccines against Omicron. How close a bullet did we dodge with the extreme effectiveness of the vaccine against the original strain? If the vaccine was first developed now, would we even approve it?
In Other News
New Zealand’s borders fully reopen.
Bill Gates tests positive for Covid, properly treats it as an annoying need to isolate.
An N=1 experiment with air quality during air travel. We should systematically do a lot more of this sort of thing.
Is there a reason we’ve been swabbing everyone with alcohol before giving them the vaccine? The lost time adds up. This paper claims that evidence points against the practice being useful, yet we continue to universally use it without any plan to verify its usefulness, experimentation being illegal and all. I’d say run the experiment, but I can only imagine how this would sound.
Australia’s failure to get its house in order on vaccination cost $3000 per household in economic damage versus ‘an optimal vaccine rollout.’ It’s a lot more than that if ‘optimal rollout’ were based on when the vaccines could actually have been deployed under a fully sane world. The $3k only covers the mistakes made by Australia.
Why can’t we give out our supply of Paxlovid? Many reasons.
Many people don’t know about Paxlovid. Many doctors don’t know about Paxlovid, or don’t offer it, or when the patient explicitly asks tell them that they don’t need it and refuse to prescribe it.
Yes, any given patient is highly likely to be fine either way, but this is the opposite of traditional defensive medicine, which makes me wonder. Suppose you tell a patient that is eligible for Paxlovid they ‘don’t need’ Paxlovid, and then they get a severe case of Covid. Would they be able to sue? I notice how I’d be inclined to find if I was on the jury.
Formula For Dying Babies
There’s a shortage of specialty infant formula. Half of all types are unavailable. Some parents are panicking, without a plan for how to feed a baby that can’t use regular formula.
One of my good friends looked into this a bit and isn’t buying that the shortage could be caused by shutting down this one plant. This article’s primary contribution is that the supply chains were already strained before the shutdown due to demand fluctuations on top of supply issues in the wake of the pandemic. It’s certainly a large contributor, and it’s possible without the shutdown we wouldn’t have a problem.
This one points out that before the recent recall, we were on the edge of disaster to start, through a combination of the usual supply chain disruptions and the usual tariffs. We went out of our way to ensure that the supply of baby formula couldn’t compete against American dairy farmers, and, well, whoops. This quote from that post (the quote is originally from here) is very on the nose:
I don’t get why even people who generally sound even more infuriated about this than I do, like Scott Lincicome, still produce sentences like this first one:
Well-intentioned? If your goal is profits for a politically connected set of rent seekers, sure. If your goal is anything else, I notice I am confused what these intentions are and how they could be defined as falling under this category of ‘well.’ I flat out refuse to buy the argument that this arises out of physical world models that cause genuine concern that Canadian formula would hurt American children.
There are two possibilities. One, the optimistic one, is that this is mostly about getting insiders more money. The other is that this is about expanding a bureaucratic power base or otherwise simply preferring worse outcomes to better outcomes.
Then we created a system whereby a large portion of all formula is heavily (as in >90%) subsidized from a legally mandated single-source, which happens to be the single source that got shut down.
And with that stage set where we restrict supply in order to jack up prices to begin with, guess who is once again going to cause children to not be able to get nutrition and potentially die from that?
That’s right. The FDA. Who shut down the plant after two deaths. Then kept it closed, citing ‘health code violations,’ it has been three months and they won’t say anything about when it might be allowed to reopen.
One solution would be to import formula from the highly dangerous Europe and Canada, but as noted above that’s not permitted.
Meanwhile, what is law enforcement up to?
That’s right. It’s not only about not giving people life saving medicine. It’s also about denying young children the ability to eat. My presumption is this won’t reach the point of babies starving to death this time – unlike when the FDA prevented IVs from properly supplying babies with the proper nutrients for years. I hope.
What is the FDA saying it is doing about this?
They’re holding meetings, expediting reviews, monitoring the supply chain, compiling data, ‘Expediting the necessary certificates to allow for flexibility in the movement of already permitted products from abroad into the U.S’, ‘Exercising enforcement discretion on minor labeling issues for both domestic and imported products to help increase volume of product available as quickly as possible’ and most importantly ‘Not objecting to Abbott Nutrition releasing product to individuals needing urgent, life-sustaining supplies of certain specialty and metabolic formulas on a case-by-case basis that have been on hold at its Sturgis facility.’
However, they note:
So things they are not going to allow while doing ‘everything in their power’ to fix the problem they themselves are causing include: Letting anyone enter the market, letting known-safe formulas approved elsewhere into the USA, waiving procedures of any kind beyond ‘minor labeling issues’ or letting the Abbott Nutrition plant resume production or any at-scale distribution on any known time scale.
Once again: FDA Delenda Est. Tariffs Delenda Est, longstanding but never-highlighted group member, especially when they’re on things like specialty baby formulas and solar panels we’re now going to build less of than we were under the Trump administration thanks to worries about retroactive 240% tariffs, no really. We really, really don’t care. And also of course delenda est to the idea that the solution to all our supply problems is to never use prices to control demand, demand perfect safety and to insist that all necessary production magically happens here in America somehow anyway.
Earlier, it turns out… there may not have ever been a contaminated product at all?
Yes, they uncovered various signs the plant wasn’t as clean as we’d like it to be, but almost nothing is as clean as we’d like it to be, the costs of closure are orders of magnitude beyond plausible costs of contamination in practice, it’s very possible those costs were damn near or actual zero, and it’s now been several months.
While I did consider splitting this off into its own post, Scott Lincicome’s coverage is mostly excellent and contains a lot of great detail, so if you want to link to something on this for general consumption, probably fine to link to him instead.
Not Covid
Do you trust science? ‘The Science’ also known as Science? The ‘scientific community’? When someone trusts a different one, how do you label that?
In other words, Alec’s quote mark starts too early. The polarization is in trust in ‘science,’ aka Science, which is not something one should trust even in the good circumstances that didn’t involve the last two years of its track record.
The mystery, if anything, is why the gap isn’t bigger.
Also, it seems like the EU is considering mandating AI scanning of all text communications? After GPDR only killed a third of all app development they figured they’d have to step up their game.