The news is *not* that "vaccinated people easily spread the Delta variant". That reflects a gross misunderstanding of the CDC's evidence, abetted by imprecise and innumerate media coverage. See this thread below.

Vaccinated people are much less likely to become infected with COVID. *Conditional upon becoming infected*, there is some evidence to suggest they carry similar viral loads, but this evidence is quite uncertain, and viral loads do not necessarily equate 1:1 to transmission.
Of course it doesn't help when The New York Times takes some new (not yet public or peer-reviewed FWIW) study that says what I wrote above and frames it as some "harrowing new twist that upends everything we know about the coronavirus" or whatever.
Here, finally, is the Provincetown study, which includes several major caveats, most of which are almost completely missing from the hyperbolic news coverage around this.

cdc.gov/mmwr/volumes/7…
There is also one major caveat that the study authors don't mention: they are only looking at *people who chose to be tested*, which is a lot different than *all breakthrough infections*. Presumably people with symptoms are much more likely to be tested.
*Symptomatic* breakthrough infections having similar viral loads to *symptomatic* unvaccinated infections would be much less of a problem, both because symptomatic breakthroughs are rare and because people can learn to be more careful (and get tested) when they have symptoms.
Finally I'd note that the sample sizes here are tiny, leading to very wide confidence intervals. And the "real life" confidence intervals are likely even wider given that (as the study authors say) the sample isn't very diverse. (P-town = mostly affluent middle-aged gay men.)
To take a self-selected, not-statistically-significant sample of ~200 nondiverse people during a party weekend that was an outlier in many respects, and use it to conclude that breakthrough infections are just as likely to transmit the virus, seems like quite the stretch.

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More from @NateSilver538

26 Jul
There were ~240,000 reported Delta cases in the US last week (and probably another ~2 million unreported Delta infections) but yeah let's keep those Delta-carrying Europeans out!
People from Slovenia are currently banned from entering the US whereas people from Malaysia are allowed, even though Malaysia currently has >10x as many cases per capita.
You could argue that it would be too much work for the US to constantly update the list of countries based on current conditions except the State Department already does *exactly that* for Americans traveling *to* those countries.

travel.state.gov/content/travel…
Read 5 tweets
19 Jul
I think you'll see some places reimpose mask mandates and I think you'll see some fierce debates about school reopenings, but I'd be somewhat surprised if you see many COVID-related restrictions return in the US beyond that. (No idea about other countries.)
For one thing, it's not clear who the constituency for these restrictions would be. Vaccinated people are pretty safe and don't necessarily *need* them while unvaccinated people largely won't *want* them and may not abide by them.
For another, we're dealing with far different circumstances than earlier phases of the pandemic & I don't expect nearly as much consensus among public health experts on the desirability of restrictions. Even "Zero COVID" folks are now somewhat resigned.

theguardian.com/commentisfree/… Image
Read 4 tweets
2 Jul
This article is confusing. Experts make a great case that J&J recipients should get a booster.

But then it's said a new study—so far described only in a J&J press release!—addressed "some of those concerns". Weak basis for concluding no booster needed.

nytimes.com/2021/07/01/hea… ImageImage
Another example of the logic I find confusing.

Sure, one-shot J&J may provide decent protection against Delta and better-than-decent against severe illness from Delta. But why wouldn't you want the VERY good protection you might get from an mRNA booster?

marketwatch.com/story/worries-… Image
One consistent lesson from COVID is you should trust the experts' evidence (e.g. studies that show mRNA boosters really boost protection in people who got the AZ vaccine) more than their proscriptive advice (e.g. "I wouldn't get a booster) when the two are in conflict.
Read 4 tweets
29 Jun
Kinda seems like Yang's endorsement of Garcia as his #2 mattered here. She gains a lot of ground and overtakes Wiley when Yang is eliminated.

Note that these results are preliminary; does not include absentee ballots. ImageImage
This is another key observation. About 25% of ballots were exhausted. Always fill out all your choices when participating in a ranked-choice election.
Another question: Given that Garcia barely edged out Wiley in the penultimate round before nearly catching Adams, does that mean Wiley has a path *too* once absentees are added?

My guess is Wiley has a path, but it's pretty unlikely one (see next tweet).

Read 6 tweets
13 Jun
So the thesis here is that Walensky follows the medical science, but actually this is bad and the CDC should tell weird little lies to people?

nytimes.com/2021/06/10/hea…
I guess you can steel-man this by saying "behavioral science is science too!". I strongly agree.

But i) the public health community's instincts for behavioral science have been poor;
ii) Behavioral science would suggest an agency being less honest with people has consequences.
If you want to say "follow the *behavioral* science, *too*!", that's great!

But some of the people cited in this article have been quite hostile to behavioral scientists (sociologists, economists, political scientists, etc.) when they've tried to contribute their own expertise.
Read 4 tweets
28 May
There are a few mechanisms here:

1) Parties usually course-correct after defeats and the GOP is doing the very opposite. It's not clear how well empirical precedents about mean-reversion during the midterms holds up under these conditions.
2) Swing voters tend to elect the out-party in midterms to create a balance of power. If they're convinced that the GOP will not wield its power responsibly or will even use control of Congress to permanently seize power, that calculation changes.
3) Even if swing voters don't care, Democratic base voters are likely to be very motivated by the claim that Democrats must keep control of Congress to prevent the presidency from being stolen in 2024. This may reduce the typical "enthusiasm gap" in midterm voting.
Read 4 tweets

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