Kevin has the baton for the VaccinateCA.com update today. (I suppose yesterday, in California.)
The only California post code I know off the top of my head is 90210, which is probably not optimal from a testing perspective, but I still am encouraged every time I see the map filling in.

Red pins are where a healthcare professional told us Yes.

Blue pins are supersites.
We are finding about 20 new locations a day. That growth has slowed to what I think is probably close to the rate of growth in ground truth (for pharmacies); after ~7.5k calls we can't simply call new pharmacies we haven't heard of yet.

Working on expanding the call crawl.
"Expanding?"

We've been focusing most call efforts on pharmacies because early tests showed we could get the responsible professional on the phone quickly, get useful information quickly, and pharmacies are often "overlooked supply" from perspective of a patient looking around.
But pharmacies aren't the only places getting shipments of the vaccine in California, and so we're early in experiments with calls to other types of institutions, trying to balance desire for increased coverage, scalability of the approach, and routable-doses-found-per-call.

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More from @patio11

6 Feb
If you'd like to help Californians get information to get the vaccine, we'd be happy to have you help call around for it. airtable.com/shraGLvYdZRcUn…

We even have training now, thanks to somebody who joined and said ~ "Oh goodness, you are clearly new at this. I am not. Let's go."
I cannot express how fortunate I feel to work with this group of people.
Read 6 tweets
5 Feb
Well either we're a relatively efficient way to find vaccine or a very inefficient way to find horse hospitals. Currently up to three.
New interview question for PMs: "Suppose you have nothing but a California phone book but have no metadata about institutions. Describe a way to find all the horse hospitals."
Small brain: grep for horse hospital
Big brain: call all the hospitals, ask about horses.
Galaxy brain: convince VaccinateCA there is a non-zero chance a horse hospital would get a shipment of covid-19 vaccine, then just ask nicely "So can I get a list of horse hospitals."
Read 5 tweets
5 Feb
There's a particular counterparty in Tokyo who has behaved abominably recently.

X: "So that's the reason we can't do that thing."
"You said differently."
X: "You might have misunderstood."
"We have a contract which specifies what happens here."
X: "We... do. But says opposite."
"I have the contract in front of me. Would you like me to read it aloud to you, and you can explain to me what you think you agreed to."
X: "... You'll have to come in to discuss this."
"I am too busy to do so, but will send my lawyer at a time convenient to you."
X: "... You don't have a lawyer."
"Sir I want you to reflect on your long experience working in Tokyo and answer me this question. If a salaryman tells you that he is at the point of involving his lawyer, IS HE EVER BLUFFING."
Read 4 tweets
5 Feb
One of the more important things to happen for VaccinateCA.com was @jain_ankit (CEO of Infinitus.ai) dropping by, very early in the project, asking how they could help.

They generously donated the use of Eva, their digital assistant. She is *magic* for us.
Eva is, effectively, Amazon Alexa but capable of pushing buttons on a telephone and following simple instructions.

We ask her to go through a long list of pharmacies and ask a simple screening question: "Do you have the vaccine?"

Professionals follow up on all the Yeses.
We are acutely constrained by the number of phone calls we can place per day. Medical providers are acutely constrained right now by their own time in answering phones (trading off with patient care).

Eva saves us from having to make thousands of futile calls.
Read 14 tweets
1 Feb
Here's what VaccinateCA.com did on Day 18 (Sunday) to help Californians get accurate information to access the coronavirus vaccines.

* We called hundreds of pharmacies across the state to talk to pharmacists about how to get the vaccine, and wrote down what they said.
* We substantially finished QA on our initial multilingualizations of the site into Spanish and Chinese, and expect to push them live today.

We will continue moving to support linguistic communities in California. We're working on other accessibility improvements, too.
* We continued scoping work on a next set of institutions to target for calls, since we seem to be running out of pharmacies that we think we could call productively, on a daily basis. (We use a Markov model to estimate chance they've had a change in ground truth since last call)
Read 5 tweets
31 Jan
Per arrangement with Manish over DMs, I have the baton.

Here's what VaccinateCA.com did today to help Californians find the coronavirus vaccine.

* We called several hundred pharmacies, talked to the pharmacists there, and wrote down what they said. (Peak calls to date.)
* We continued working on QA for our Spanish and simplified Chinese multilingualizations, which should be launching Very Soon Now (TM).

* We did scoping work for expanding materially from pharmacies and Super Sites to the other institution types that could receive vaccines.
* We appointed a COO and a head of communication strategy, to help our staff and volunteers understand where to go to get authoritative answers on direction. ("Staff" internally means something like "maintainer" in OSS does; a core contributor we trust with ownership, etc.)
Read 8 tweets

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