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Trying to Make AI Less Squirrelly

By KIM BELLARD

You may have missed it, but the Association for the Advancement of Artificial Intelligence (AAAI) just announced its first annual Squirrel AI award winner: Regina Barzilay, a professor at MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL).   In fact, if you’re like me, you may have missed that there was a Squirrel AI award.  But there is, and it’s kind of a big deal, especially for healthcare – as Professor Barzilay’s work illustrates. 

The Squirrel AI Award for Artificial Intelligence for the Benefit of Humanity (Squirrel AI is a Chinese-based AI-powered “adaptive education provider”) “recognizes positive impacts of artificial intelligence to protect, enhance, and improve human life in meaningful ways with long-lived effects.”  The award carries a prize of $1,000,000, which is about the same as a Nobel Prize

Yolanda Gil, a past president of AAAI, explained the rationale for the new award: “What we wanted to do with the award is to put out to the public that if we treat AI with fear, then we may not pursue the benefits that AI is having for people.”

Dr. Barzilay has impressive credentials, including a MacArthur Fellowship.   Her expertise is in natural language processing (NLP) and machine learning, and she focused her interests on healthcare following a breast cancer diagnosis.  “It was the end of 2014, January 2015, I just came back with a totally new vision about the goals of my research and technology development,” she told The Wall Street Journal. “And from there, I was trying to do something tangible, to change the diagnostics and treatment of breast cancer.”

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Talking Politics in the Exam Room: A Physician’s Obligation to Discuss the Political Ramifications of Science with Patients

By HAYWARD ZWERLING

I walked into my exam room to see a patient I first met two decades ago. On presentation, his co-morbidities included poorly controlled DM-1, hypertension, hyperlipidemia, and a substance abuse disorder. Over the years our healthcare system has served him well as he has remained free of diabetic complications and now leads a productive life. Watching this transformation has been both professionally rewarding, personally enjoyable, and I look forward to our periodic interactions.

At this visit, he was sporting a MAGA hat. I was confused. How can my patient, who has so clearly benefited from America’s healthcare system, support a politician who has tried to abolish the Affordable Care Act, used the bully pulpit to undermine America’s public health experts, refused to implement healthcare policies which would mitigate COVID-19’s morbidity and mortality, and who minimizes the severity of the coronavirus pandemic every day. Why does he support a politician whose healthcare policies are an immediate threat to his health and longevity?

My brain says, “You are the physician this patient trusts to take care of his medical problems. You must teach him that COVID-19 is a serious risk to his health and explain how the President’s public health policies threatens his health. You must engage in a political conversation.”

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Biden’s Nov 9th speech: “Don’t you force me to pass Medicare 4 All”

By MATTHEW HOLT

The new Supreme Court, in all likelihood including just nominated Justice Amy Coney Barrett, will be hearing the California v Texas suit against the ACA on November 10th, seven days after the election. The lower courts have already ruled the ACA unconstitutional. Some hopeful moderates among my Democratic friends seem to believe that the justices will show cool heads, and not throw out the ACA. But it’s worth remembering that in the NFIB vs. Sebelius decision which confirmed the legitimacy of most of the ACA back in 2011 all the conservative justices with the exception of John Roberts voted to overturn the whole thing. With Ginsburg being replaced by Barrett there’s no reason to suppose that she won’t join Thomas, Alito, Kavanagh & Gorsuch and that Robert’s vote won’t be enough to stop them this time. The betting odds must be that the whole of the ACA will be overturned.

There is nothing the Democrats can realistically do to prevent Barrett filling RBG’s seat on the court, but assuming Biden wins and the Democrats take back the Senate, the incoming Administration can give the Supremes something to think about regarding the ACA. I would not suggest this level of confrontation before the election but, if Biden wins, the gloves must come off.

Assuming he wins and that the Dems win the Senate, this is the speech Biden should give on November 9th. (The TL:DR spoiler is, “Keep the ACA or I’ll extend Medicare to all ages”)

“I’m directing this speech to an extremely select number of people, just the Supreme Court Justices appointed by Republican Presidents. It is obviously no secret that we have political differences on many issues and we find ourselves in the strange situation in which I am the incoming President with an incoming Democratic Senate majority and yet you are considering overturning the signature bill of the administration in which I was Vice-President. You may recall that at the time of its signing I told President Obama that it was a “big f****** deal”  and, although many of my colleagues in the more progressive wing of the Democratic Party have criticized the ACA since its passage, it turns out that I was right. 

I am not referring here to the apoplexy that the ACA created amongst the Republican Party including not only the current and outgoing President but also almost all Republican members of Congress between 2010 and 2018. Instead I’m referring to the ACA’s impact on the nation and its health care system. 

Since 2010 there have been many changes to the way our nation’s health care system operates; almost all of them have their roots in the ACA. 

First, the ACA gave access to health insurance coverage to many people who had great trouble getting it before. That includes young people moving between their parent’s home, college and getting into the workforce; small business owners; freelance workers; the unemployed; people with low incomes; and people with underlying “pre-existing” health conditions. I remind you that due both to the pandemic and changes in our economy, there are many, many more of these people now than there were in 2009. 

Before the ACA these people were either not well served by the private health insurance industry or literally were unable to buy coverage at all. This not only caused extreme personal and financial suffering and in some cases death to the people affected, but also impacted the economy. It restrained innovation and entrepreneurship, and it meant that the participants in the health care system–including very many well meaning clinicians and provider organizations–had to play very inefficient games in order to try to provide those people with much-needed care, which drove up the cost of care to everyone else. Warren Buffet calls that the tapeworm in the US economy.

The ACA changed this in two main ways.

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Measuring the Effectiveness of Cost-of-Care Conversations

By NELLY GANESAN, JOSH SEIDMAN, MORENIKE AYOVAUGHAN, and RINA BARDIN

With support from the Robert Wood Johnson Foundation, Avalere assesses opportunities to normalize cost-of-care conversations through measurement.

Cost continues to pose a barrier to accessing healthcare for millions of Americans. Research has shown that conversations addressing costs among patients, caregivers, and the clinical team can help build a more trusted relationship between patients and clinicians.

Avalere has partnered with Robert Wood Johnson Foundation (RWJF) since 2015 to work toward normalizing cost-of-care (CoC) conversations in clinical settings, including identifying barriers and facilitators to engaging in conversations about cost. CoC conversations can be defined as discussions that address any costs patients and families might face, from out-of-pocket (OOP) to non-medical costs (e.g., transportation, childcare, lost wages). To that end, Avalere collaborated with the National Patient Advocate Foundation to explore the feasibility of patient-centered measure concepts to support quality improvement, increase satisfaction, and improve outcomes. This issue brief highlights the challenges associated with measurement in this space alongside alternative solutions to encourage CoC conversations in practice.

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Health in 2 Point 00, Episode 153 | GoodRx’s massive IPO, Olive, Bright Health & more

Today on Health in 2 Point 00, Jess is in Jacksonville hanging out with Jackson the dog and trying to replace me with @barkyboy. On Episode 153, we cover the biggest IPO we’ve seen yet—GoodRx—with a valuation of $18 billion, which is more than Teladoc, Livongo, and even Cardinal Health. In other news, Olive gets $106 million bringing their total to $220 million; Olive is a back office automation system using AI for hospitals and this round is practically financed by royalty. Bright Health gets $500 million for their health plan; they’ve raised about $1.5 billion and are planning to expand into more markets. Finally Osso VR raised $14 million in a series A, helping surgeons practice performing surgeries through their VR platform. —Matthew Holt

It’s complicated. A deep dive into the Viz/Medicare AI reimbursement model.

By LUKE OAKDEN-RAYNER

In the last post I wrote about the recent decision by CMS to reimburse a Viz.AI stroke detection model through Medicare/Medicaid. I briefly explained how this funding model will work, but it is so darn complicated that it deserves a much deeper look.

To get more info, I went to the primary source. Dr Chris Mansi, the co-founder and CEO of Viz.ai, was kind enough to talk to me about the CMS decision. He was also remarkably open and transparent about the process and the implications as they see them, which has helped me clear up a whole bunch of stuff in my mind. High fives all around!

So let’s dig in. This decision might form the basis of AI reimbursement in the future. It is a huge deal, and there are implications.


Uncharted territory

The first thing to understand is that Viz.ai charges a subscription to use their model. The cost is not what was included as “an example” in the CMS documents (25k/yr per hospital), and I have seen some discussion on Twitter that it is more than this per annum, but the actual cost is pretty irrelevant to this discussion.

For the purpose of this piece, I’ll pretend that the cost is the 25k/yr in the CMS document, just for simplicity. It is order-of-magnitude right, and that is what matters.

A subscription is not the only way that AI can be sold (I have seen other companies who charge per use as well) but it is a fairly common approach. Importantly though, it is unusual for a medical technology. Here is what CMS had to say:

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THCB Gang Episode 26, 9/24

Episode 26 of “The THCB Gang” was live-streamed on Thursday, September 24th! Watch it below!

Joining Matthew Holt (@boltyboy) were some of our regulars: health futurist Ian Morrison (@seccurve), patient advocate Grace Cordovano (@GraceCordovano), patient & entrepreneur Robin Farmanfarmaian (@Robinff3), health care consultant Daniel O’Neill (@dp_oneill), and patient safety expert Michael Millenson (@MLMillenson). The conversation revolved around the dismantling of the ACA, conservatives causing chaos in the government, the dismissal of pre-existing conditions, and the state of women’s health rights after the passing of RBG. It was both an emotional & impactful conversation.

If you’d rather listen to the episode, the audio is preserved as a weekly podcast available on our iTunes & Spotify channels — Zoya Khan

Minding the Competition: Ginger’s Karan Singh & Russell Glass on Digital Mental Health Investments

By JESSICA DaMASSA, WTF HEALTH

Digital Mental Health startups continue to scale up — in customers, revenues, and investments — as the covid19 pandemic wears on. One of these companies, Ginger, has tripled its revenue this past year, expanded its client base to count more than 200 health plans and self-insured employers, and, for good measure, just added a fresh $50M Series D to their coffers. How much more money can investors put into digital mental health startups? Are things “frothy” in this space, or is investment just “catching up” to meet a latent demand that’s just really been brought to light? And, what is one of this category’s leaders planning to do now that they’re extra flush with cash? (Don’t forget, they’re sitting on a $35M round that closed late 2019…)

Ginger’s co-founder & COO Karan Singh and CEO Russell Glass join us to weigh in on the mental healthcare market’s state-of-play, including the buzz around their own business as both a potential acquisition target and a potential acquirer of additional behavioral health tech. We cover everything from investment to healthcare incumbent’s recent cries for more clinical validation, but my favorite part of this whole interview is when we start talking about the competition and tackle Lyra Health’s recent $100M raise and $1.1B valuation. Tune in around the 15:55-minute mark for some very DETAILED competitive analysis about Lyra-versus-Ginger from Ginger’s own CEO.

As this market gets more crowded, competition heats up, and healthcare consumers receive the benefit of more solutions to access at lower prices, Karan and Russ also help me speculate on what’s ahead, including whether or not they think we’ll see a “digital mental health equivalent” of a massive game-changing-market-moving deal like we saw when Teladoc merged with Livongo to shake up of both the virtual care and chronic condition management spaces.

Congress Is Getting the Transition to Alternative Payment Models Wrong

By TAYLOR CHRISTENSEN

Alternative payment models (APMs) are a hot topic these days, and everyone seems to agree that we need to transition toward them and away from fee for service (FFS). But how should we do it?

First, let’s think about this task as government policy makers would think about it.

They would probably start by saying, “We need to find a way to give incentives to providers and payers to try out these different APMs.” This would be fairly easy to do through Medicare, so they would create some Medicare APM programs and structure them in a way that makes the benefits of joining large enough that lots of providers will want to participate.

And for the sake of uniform provider incentives, they would also want to encourage private insurer-provider diads to start using APMs, preferably ones as similar to the Medicare APM programs as possible. And so they would probably have to offer private insurers and/or providers money to do so.

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WeChat to Many, WeDoctor to Some

By KIM BELLARD

You’ve probably heard about TikTok, especially lately.  President Trump wanted a ban on it, and seems to have endorsed a deal for a U.S.-based version of it.  The hundred million U.S. users, and probably their parents, are undoubtedly watching the sequence of events with mixed amusement and concern. 

But you may have paid less attention to what’s been going on with WeChat, another China-based app.  WeChat was part of the original proposed ban, which a federal judge blocked this weekend, hours before it was due to go into effect (the Commerce Department plans to appeal).  The ban is on “transactions,” which, in WeChat’s case, covers a lot of ground. 

TikTok was overlooked by authority figures for a long time because it was mostly used by young people and mostly for what seemed, to them, to be trivial purposes.  Not so with WeChat; it is deeply engrained in users’ lives, including for their health.  

WeChat is owned by Tencent Holdings, one of China’s internet giants.  It has been described as a “Swiss Army knife” app, able to do many tasks – not just messaging and social networking, but also games, shopping, and payments.  You can order food or book travel.  For many users it is a primary source of news, which is part of the problem. 

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