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Reunion Kick-Off with Khullar, MD '14 and Forman, MD

August 04, 2023
  • 00:00Good afternoon.
  • 00:05Welcome everybody.
  • 00:06I'm sure we will have stragglers.
  • 00:07I'm Nancy Brown, Dean of the School
  • 00:10of Medicine since February 1, 2020,
  • 00:12which means that I'm in my 4th year,
  • 00:15but it's all been fairly compressed
  • 00:17by this little thing called COVID.
  • 00:19So this is our second in person
  • 00:23reunion and the weather has
  • 00:26cooperated and great turnout.
  • 00:28We're expecting a big number and
  • 00:30so really glad that you're here.
  • 00:33I'll share that tomorrow morning at
  • 00:35I think 9:30 I'll be presenting a
  • 00:37state of the school so that you can
  • 00:40hear a little bit about what we're
  • 00:42up to and you'll I hope for take of
  • 00:45all the other events and tours as
  • 00:48well to see what's going on here.
  • 00:51I'd also encourage you to explore New Haven.
  • 00:53It's changed a lot becoming sort of
  • 00:56the IT city and attracting young people
  • 01:00who aren't even affiliated with Yale.
  • 01:02So it's it's really terrific.
  • 01:05I want to thank you for your support,
  • 01:08particularly those of you who are volunteers.
  • 01:11It makes a huge difference.
  • 01:13It makes a difference to our
  • 01:15current students,
  • 01:15and we'll talk more about that as well.
  • 01:18And I'll be sharing with you some
  • 01:21introductions tomorrow of some
  • 01:23new of a new alumni liaison whom
  • 01:26you'll have an opportunity to meet.
  • 01:28You have been very generous over the
  • 01:32years and I'll tell you that since July 2018,
  • 01:36the gifts from our alumni total
  • 01:39about 4.6 million,
  • 01:42much of that focused on financial
  • 01:44aid for our students and we are well
  • 01:47on our way to making Yale School of
  • 01:49Medicine debt free a priority for us.
  • 01:52And so thank you for that as well.
  • 01:59So now I'd like to introduce our
  • 02:02guests and starting with Drew Coolar,
  • 02:05who is a class of MD,
  • 02:08class of 14 and left us to go up north
  • 02:13to MGH and Harvard Medical School,
  • 02:16but where he also received a
  • 02:19degree from the Kennedy School,
  • 02:22a Masters in Public Policy.
  • 02:23And Drew has been very engaged in
  • 02:28the Center for Public Leadership
  • 02:30in thinking about policy around
  • 02:36professionalism. In particular,
  • 02:38he's recognized by LinkedIn as among
  • 02:42the top ten healthcare professionals
  • 02:44under 35 or was recognized as that.
  • 02:47I I I think we should just say it.
  • 02:50You know that that's true because
  • 02:52by the National Minority Quality
  • 02:54Forum as 40 under 40 in leadership.
  • 02:57So we'll keep going up as the age
  • 03:00goes up and a number of other awards.
  • 03:04I I think you had a chance to see some
  • 03:07of his articles from The New Yorker and
  • 03:10other and and medical journals as well.
  • 03:12Gemma, New England Journal.
  • 03:15Thinking about topics from
  • 03:17professionalism and burnout,
  • 03:19and particularly thinking about the impacts
  • 03:22of COVID-19 beyond the pandemic itself.
  • 03:24But in terms of how we
  • 03:28how we respond to those stresses
  • 03:31and what implications it has
  • 03:34for everything from economics to
  • 03:37how we train medical students,
  • 03:41conversing with Doctor
  • 03:42Cooler will be our own.
  • 03:44Doctor Howard Foreman and Howary
  • 03:46is something of a fixture here,
  • 03:49not just here in the School of Medicine,
  • 03:50but across the university.
  • 03:53Sharing truly in one single person.
  • 03:56Embodying our collaboration
  • 03:58directs the MDMPH of MD, MB.
  • 04:01A program also has a rule in
  • 04:03the School of Public Health,
  • 04:05obviously a a role in the
  • 04:07Department of Radiology.
  • 04:08He cohosts a podcast
  • 04:10called Health and Veritas,
  • 04:12and I've had the privilege of
  • 04:15participating in that podcast and I
  • 04:17will tell you he's probably the most
  • 04:20prepared interviewer I've ever had.
  • 04:23He's worked in the US Senate as a
  • 04:25health Policy fellow on Medicare
  • 04:28legislation and a constant proponent
  • 04:31of evidence based responses to COVID.
  • 04:34So I'm gonna stop talking and
  • 04:36let these two bright minds
  • 04:40stimulate your thought as well.
  • 04:41So thank you
  • 04:42very much. Thanks very much and
  • 04:48really, sincerely thank
  • 04:49you all for being here.
  • 04:51And feel are we on? Yep. Okay.
  • 04:53And let me just say that we're
  • 04:55going to have time for questions.
  • 04:57So if anybody has questions,
  • 04:58just sort of at some point put your hand
  • 05:00up and I'll make sure I get to you as well,
  • 05:02because we want this to be
  • 05:04as interactive as possible.
  • 05:06First, I just want to thank
  • 05:07Drew for doing this.
  • 05:09I've known him for I think about 15
  • 05:11years now or something in that range
  • 05:12because I first met him right in
  • 05:14between college and and medical school.
  • 05:16He went to Yale College as well.
  • 05:19And I just want to say that his career,
  • 05:21you can't even capture it in a
  • 05:24simple introduction because he
  • 05:25has been very thoughtful about
  • 05:27how to prepare himself to have a
  • 05:30career in both communicating the
  • 05:33way we think about medicine,
  • 05:35the way we think about healthcare,
  • 05:36how we can improve healthcare,
  • 05:37but also doing the scholarship that informs
  • 05:41our decision making around healthcare.
  • 05:43And he's also a practicing clinician
  • 05:45as well and he is well worthy of being
  • 05:48the the best selling writer that he is.
  • 05:50And we're really fortunate to have him here.
  • 05:53I want to just start off by talking about
  • 05:56this role that you've taken because you know,
  • 05:59you're nine years out of here,
  • 06:0110 years out of your original
  • 06:03graduating class.
  • 06:04You went to the Kennedy School to
  • 06:06get this public policy degree.
  • 06:07You started writing at a very early age.
  • 06:10You're a grant funded researcher
  • 06:12in an academic department and
  • 06:14you practice clinical medicine,
  • 06:16but your writing really touches the
  • 06:18soul of individuals by pointing
  • 06:20out the challenges,
  • 06:21whether it's about COVID misinformation
  • 06:24or whether it's about something like
  • 06:27the end of the pandemic and and why
  • 06:30that is and is not good for people.
  • 06:33How did you know so early on that
  • 06:35this is what you wanted to do?
  • 06:36Like tell us a little about what
  • 06:38what informed your decision making
  • 06:40at each step of the way.
  • 06:42Yeah I I just,
  • 06:43I just want to start by saying how,
  • 06:45how special it is to come back to Yale.
  • 06:47And I'm sure all of you feel the
  • 06:49same way and you know been in a
  • 06:51number of different places at this
  • 06:52point and different institutions.
  • 06:53But every time I come back it just
  • 06:56reminds me that this is a place
  • 06:58that it is really special and has
  • 07:00helped me in my journey and and
  • 07:02helped countless other people.
  • 07:04And I would be remiss if I didn't
  • 07:05say that how we is one of the
  • 07:07people that really has helped me
  • 07:08do the types of things that I want
  • 07:10to do in my career and give me the
  • 07:12encouragement to do so and so.
  • 07:13So I I want to start by by
  • 07:16acknowledging that you know,
  • 07:18I I it's hard to say exactly
  • 07:23when I think about the path.
  • 07:24It wasn't actually something that
  • 07:26I have been thinking about and had
  • 07:28it all sketched out ahead of time.
  • 07:30I think you know Steve Jobs who
  • 07:31said it's much easier to connect
  • 07:33the dots looking backwards than
  • 07:34forwards and that certainly has
  • 07:36already been the case for me.
  • 07:39I think I always had a sense
  • 07:41that I love clinical medicine,
  • 07:43but I also wanted to think about
  • 07:45the system around medicine and
  • 07:47why we are either able to provide
  • 07:50excellent quality care or less
  • 07:51than excellent quality care.
  • 07:53And what are the determinants
  • 07:54of those things.
  • 07:55And once you start,
  • 07:56you know, looking into that,
  • 07:57there's an endless number of
  • 07:58things that outside of the hospital
  • 08:01room contribute to our ability
  • 08:04to care for people in the way
  • 08:05that we want to care for people.
  • 08:06And so for me,
  • 08:07that was kind of the the motivating
  • 08:09force and and took me to the Kennedy
  • 08:12School to to try to understand
  • 08:13some of the policy levers there.
  • 08:15I took a number of writing classes.
  • 08:17I looked up to people like Oliver
  • 08:19Sacks and Atul Gawande and
  • 08:20and to Darth the Mukherjee.
  • 08:22These people who I thought so
  • 08:23beautifully were able to capture
  • 08:25what it meant to be a doctor,
  • 08:27but also communicate both the
  • 08:29challenges and the joys of the
  • 08:33profession to a very broad audience.
  • 08:34And so that has been something
  • 08:36that that I've tried to start
  • 08:38doing in my own career,
  • 08:40I will say just as an aside.
  • 08:41So I've had conversations with Vivek
  • 08:44Murthy when he first came to Yale,
  • 08:47with Mandy Cohen when she first came to Yale,
  • 08:49and with you and a lot of other
  • 08:51people as well, but three people
  • 08:53that you may be familiar with.
  • 08:54Mandy Cohen was just nominated
  • 08:55to be head of the CDC yesterday.
  • 08:58And I do want you to know you're
  • 08:59in the category of Mandy Cohen
  • 09:00knowing what you wanted to do,
  • 09:02like my memory of what you wanted
  • 09:03to do aligns very well with this.
  • 09:05Vivek Murthy, on the other hand, not at all.
  • 09:09He has turned out to be an
  • 09:10amazingly compassionate physician,
  • 09:11but he never mentioned Surgeon General,
  • 09:13never mentioned public service
  • 09:14even at that time.
  • 09:15So I do want to credit you
  • 09:17with actually knowing that you
  • 09:19wanted to go in this direction.
  • 09:20We had that conversation
  • 09:22about a public health degree,
  • 09:23a public policy degree or a
  • 09:25business administration degree
  • 09:26very early on in your time here.
  • 09:28And you chose wisely,
  • 09:29as they say.
  • 09:30And you started writing with some really
  • 09:32senior smart people in the field.
  • 09:34And that informs some of the
  • 09:37stuff that you've worked on.
  • 09:39All of you have come through
  • 09:41the sort of medical industrial
  • 09:43complex one way or another.
  • 09:45And one of the things that
  • 09:47I've observed and perhaps been
  • 09:48embarrassed of a little bit over
  • 09:50the last 15 years or 16 years is
  • 09:53that when I teach my undergrads,
  • 09:55you know,
  • 09:56starting when Obamacare was passing,
  • 09:57I started saying we're going to be moving
  • 10:00to a value based healthcare delivery
  • 10:02approach away from volume towards value.
  • 10:05And I said this emphatically
  • 10:07because everybody I talked to is
  • 10:08telling me that and when I had my
  • 10:10one chance to sit in the White
  • 10:12House and opine on that topic,
  • 10:14that's what we all said.
  • 10:15So it must be true.
  • 10:17And now 1516 years later,
  • 10:20we are still very much a volume
  • 10:22based healthcare delivery system
  • 10:24and you've written a lot about
  • 10:25this and I'm just wondering what
  • 10:27your thoughts are as to what
  • 10:29might be the trigger to help us
  • 10:31really make more of a move toward
  • 10:34population health improvements,
  • 10:36value based care as opposed
  • 10:38to a volume based system.
  • 10:40Yeah, it's a great question.
  • 10:41I mean when I was in medical school was
  • 10:42when the Affordable Care Act was passed.
  • 10:44And so I very much bought into
  • 10:46the idea that valuebased care,
  • 10:48accountable care organizations,
  • 10:50all these changes in the
  • 10:51healthcare delivery system,
  • 10:53we're going to solve healthcare in some way.
  • 10:55And if anything over the past 10 years I've,
  • 10:57I've just recognized the need for humility
  • 11:00when when you approach an enormous,
  • 11:02you know several trillion dollar
  • 11:04industry and and think that there's
  • 11:05going to be one solution that that
  • 11:07that moves us in the right direction.
  • 11:09You know, I think you and I have
  • 11:11talked about the fact that you
  • 11:13know valuebased care seems like an
  • 11:15important part of the solution.
  • 11:17I mean the alternative of having only
  • 11:20fee for service medicine has gotten us
  • 11:22to kind of the place that we are now.
  • 11:25On the other hand,
  • 11:26you know you really have to squint to
  • 11:28look at the successes for valuebased payment.
  • 11:30I mean,
  • 11:30there are some certainly successes,
  • 11:33but the challenges of measuring quality,
  • 11:35of incentivizing things at a
  • 11:38national level are are astronomical.
  • 11:41And so you know a lot of this comes
  • 11:44back to the idea for me at least,
  • 11:46of approaching these things with humility,
  • 11:49having pilot projects,
  • 11:50creating the evidence base through
  • 11:53probably randomized trials of
  • 11:55these policy interventions before
  • 11:57you roll them out more broadly.
  • 11:59And and you know,
  • 12:01in a way it's a good lesson that I
  • 12:04think there has been some progress
  • 12:05but but certainly nowhere near,
  • 12:07I think what I thought was going
  • 12:09to be the case in 2009 or 2010
  • 12:12whenever we started on this journey.
  • 12:14So,
  • 12:14and Speaking of humility,
  • 12:16your writing is infused with humility.
  • 12:19Like you talk about things without
  • 12:22judgment and you're you give people the
  • 12:26substance to to think about tough topics.
  • 12:29And I'm wondering,
  • 12:30in a time where misinformation and
  • 12:33even disinformation is so pervasive and
  • 12:36everywhere around COVID, to this day,
  • 12:39the amount of misinformation that is
  • 12:42believed to be fact everywhere is so deeply
  • 12:45entrenched in a part of the population.
  • 12:48But you will continue to
  • 12:51put out deeply thoughtful,
  • 12:53lengthy pieces that require
  • 12:54an enormous amount of effort.
  • 12:56Trying to push back on that,
  • 12:58Can you tell us a little about both from
  • 13:00your writing as well as from your research,
  • 13:02What can we do to counter the the
  • 13:05epidemic of misinformation out there?
  • 13:08Yeah, It's another great question.
  • 13:09I mean, I think the first thing to say is,
  • 13:12you know, one of the reasons that
  • 13:14I love writing is because I I
  • 13:15always feel it takes me to a more
  • 13:17thoughtful place than where I started.
  • 13:18So my first inclination is always
  • 13:20something that is more judgmental
  • 13:22than I would like it to be.
  • 13:23It's less, it's more simplistic
  • 13:26than I think it needs to be.
  • 13:28There's a lot of sloganeering that we
  • 13:31hear and and and infuse my thinking.
  • 13:33And then over the course of weeks or months,
  • 13:35when you're putting together a a piece,
  • 13:37you're talking to people that
  • 13:38are affected by the issue.
  • 13:39You try to understand both sides of it.
  • 13:42I always feel like I I end up,
  • 13:44you know,
  • 13:44whatever version ends up on paper
  • 13:46is much smarter than than than
  • 13:48whatever version starts in my mind.
  • 13:50And so that's,
  • 13:50that's one of the reasons that I love it.
  • 13:53You know, the idea around
  • 13:54misinformation I think
  • 13:54is both old and and new.
  • 13:56I mean this information yellow journalism,
  • 13:58these things have been around forever.
  • 14:00And in a way we're better suited to
  • 14:03address these things because the ease
  • 14:06with which we can access true information.
  • 14:08Now the question of like how do you
  • 14:10determine what is true and what is
  • 14:12not true in a world where motivated
  • 14:14actors want to spread mistruths
  • 14:15is a really challenging one.
  • 14:17And I think it's going to get more
  • 14:19challenging in a world where large
  • 14:21language models like chat GB T are able
  • 14:24to drop the cost of misinformation to zero.
  • 14:27You know if in the past a, you know,
  • 14:30non state actor or an adversary
  • 14:31wanted to meddle with a US election,
  • 14:34we actually had to have people coming up
  • 14:37with misinformation and putting it out
  • 14:39there now you know the cost of doing that.
  • 14:42It requires no people essentially
  • 14:44and it requires no money.
  • 14:45The other thing that I want to point
  • 14:48out is I think we we think a lot about
  • 14:50misinformation as a function of social media.
  • 14:53But there are traditional media
  • 14:55organizations that are on cable news
  • 14:57that do much more and have broader
  • 15:00viewership that also contribute
  • 15:02to the spread of misinformation.
  • 15:05I don't think anyone has,
  • 15:06you know, a real solution to this.
  • 15:08I think the surgeon general has put out,
  • 15:10you know,
  • 15:11reports on the effects of social media
  • 15:14as well as calling misinformation
  • 15:16a public health issue.
  • 15:18I think some of it has to do with media
  • 15:20literacy and starting early with that,
  • 15:22you know, in elementary school,
  • 15:24in middle school,
  • 15:25helping people understand the sources
  • 15:27that are that are trustworthy and
  • 15:29those are that are less trustworthy.
  • 15:31I think having you know,
  • 15:33one of the reasons I like doing what
  • 15:35I'm doing is because I think it is
  • 15:37important for people have voices that
  • 15:39they trust and that they can go to
  • 15:41and that help them tune out and and
  • 15:43and sift through all the information
  • 15:45that exists because there's more
  • 15:46than any one person can go through.
  • 15:48But if you,
  • 15:49if you feel like you trust a few
  • 15:51institutions and a few individuals,
  • 15:52maybe you can get get get kind of
  • 15:54most of the way there in terms of
  • 15:56putting together a coherent picture
  • 15:57of the world. So
  • 15:59you're also a new father and that
  • 16:03changes the way you look at the world.
  • 16:05I mean, for anybody who's been a parent,
  • 16:08it changes how you look at the
  • 16:09world and how you think about and
  • 16:11even the questions that you ask.
  • 16:12And you mentioned the certain generals
  • 16:14report on the impact of social
  • 16:17media on youth and adolescents.
  • 16:18And I'm wondering,
  • 16:19does that start to inform what
  • 16:21you want to write on?
  • 16:23Have you already started to formulate
  • 16:25your own thesis on what your children
  • 16:27should and should not be exposed to?
  • 16:30How is that change your world?
  • 16:31But most of the
  • 16:32way that's changed,
  • 16:32the way I see the world is,
  • 16:34is through kind of bloodshot
  • 16:36eyes after sleepless nights.
  • 16:38So that's the first thing I think,
  • 16:40but the, you know, I think
  • 16:45so in one way.
  • 16:46I'm I'm grateful for the time my my
  • 16:49children are at one and almost three now.
  • 16:51And so I I feel badly for the half
  • 16:54generation before for before mine,
  • 16:57because we really did not understand
  • 17:00how problematic the always onlineness
  • 17:02of growing up in an environment
  • 17:04where all your information
  • 17:06comes from the digital world.
  • 17:08You're always comparing yourself
  • 17:09to people not in your immediate,
  • 17:12you know, school or environment,
  • 17:13but people who are glamorous somewhere else.
  • 17:16The expectations that we put on people
  • 17:19have taken it an enormous toll on
  • 17:22the mental health of of teenagers.
  • 17:24I think because of the good
  • 17:26research and the journalism,
  • 17:28the advocacy of people,
  • 17:29people are starting to understand
  • 17:31that this is an enormous problem
  • 17:33and starting to take steps.
  • 17:34I think you know,
  • 17:35at least the way that I approach
  • 17:37or will approach my, you know,
  • 17:39when my children are of the age
  • 17:40where they're using social media,
  • 17:42I think it'll be a much different
  • 17:44approach than people took in the past.
  • 17:47You know, I think we,
  • 17:48you know what we're trying to do at least is,
  • 17:50is make seeing people in person cool again.
  • 17:53I mean that that feels like
  • 17:54the the most important thing.
  • 17:56I mean I've never met anyone.
  • 17:58Maybe you aside, how we that I've
  • 18:00liked more online than than in person.
  • 18:02Everyone is a less good
  • 18:05version of themselves online.
  • 18:07They're snarkier.
  • 18:07They put people down.
  • 18:09They are less thoughtful in
  • 18:10the way that they engage.
  • 18:12And so I think, you know,
  • 18:13it's not like you can wave a
  • 18:15wand and and make this happen,
  • 18:16but I think the more we
  • 18:18spend time with one another,
  • 18:20the better.
  • 18:21And that also gets back to
  • 18:22the misinformation point,
  • 18:23which is the reason that
  • 18:25misinformation can thrive is
  • 18:26because people are mistrustful of
  • 18:29institutions and people around them.
  • 18:31And so the more you are able to engage
  • 18:34with people in a 1 to 1 interaction or
  • 18:36A1 to several interaction the better.
  • 18:38I mean Mass General where I where
  • 18:40I trained during the pandemic,
  • 18:41they started doing virtual town
  • 18:43halls for vaccine misinformation
  • 18:45and they would have,
  • 18:46you know 50,
  • 18:47maybe 100 patients who were patients
  • 18:49of the of the Mass General and
  • 18:51they would host these town halls
  • 18:53and you know they didn't do some
  • 18:54type of evaluation of that program.
  • 18:56But I have to assume that that
  • 18:58type of trust building in one's
  • 19:01community goes a long way to to
  • 19:04making sure that you have the trust
  • 19:05you need to address the next crisis.
  • 19:08And and Speaking of that,
  • 19:09so we're at a point right now
  • 19:11where as I mentioned Mandy Cohen or
  • 19:13graduate of just about 20 years ago,
  • 19:15now maybe 18 years ago is nominated
  • 19:18to be the head of the CDC.
  • 19:20And you know that is one of the
  • 19:24hardest jobs in the country right now,
  • 19:26despite the fact that it was led by
  • 19:29an evidence based infectious disease
  • 19:30physician who is deeply committed to the job.
  • 19:33Trust in the CDC is lower than it's been.
  • 19:36Trust in our institutions are really lower.
  • 19:40When you're writing your pieces,
  • 19:43do you, do you think about what
  • 19:46advice can you give us as citizens,
  • 19:49as people who work in medicine,
  • 19:51about how do we specifically rebuild
  • 19:53trust in the institutions themselves,
  • 19:55in Yale, in Yale, New Haven Hospital,
  • 19:58in Cornell and so on?
  • 20:00Yeah. I mean, I think, you know,
  • 20:02we often ask, you know,
  • 20:03how do we rebuild trust?
  • 20:04And I think that the first kind of
  • 20:07thing I always think about is is,
  • 20:08you know, gaining trust requires being
  • 20:10trustworthy and being a trustworthy actor.
  • 20:12And and so, you know,
  • 20:15focusing on that is kind of the first thing.
  • 20:18And I think one of the.
  • 20:19You know, there were a number of
  • 20:22stumbles obviously early in the
  • 20:23pandemic from the administration
  • 20:24and the CDC and other public health
  • 20:27leaders that that were challenging.
  • 20:28I think throughout the pandemic.
  • 20:29I mean communication was a really,
  • 20:32you know,
  • 20:33difficult thing to do and I'm not
  • 20:36saying that that that it's easy.
  • 20:39I mean anytime there's a fast moving
  • 20:42public health crisis where the data change
  • 20:44from day-to-day and from week to week and
  • 20:47what was right before is not right now,
  • 20:49that is an incredibly difficult
  • 20:51period in which to to communicate.
  • 20:54I think acknowledging the
  • 20:56uncertainty is really important.
  • 20:57I think acknowledging that
  • 20:58this is the first draft,
  • 20:59this is our best effort at at
  • 21:02putting out what we understand
  • 21:03to be where the evidence is,
  • 21:05I think is really important.
  • 21:08But, but you're right,
  • 21:09I mean trust in institutions and
  • 21:11in public health agencies has has
  • 21:13kind of cratered over the past,
  • 21:14I guess 50 years,
  • 21:16but particularly during the pandemic.
  • 21:17And so it's a,
  • 21:19it's a really challenging thing
  • 21:21to try to reverse.
  • 21:22I know Rochelle Wilensky,
  • 21:24the previous director put in place I
  • 21:26think four or five principles to try
  • 21:28to regain the trust of the public.
  • 21:31They're all things that sound really
  • 21:33good in theory that you can't argue with.
  • 21:35But whether or not they translate
  • 21:37into concrete change, I think,
  • 21:39you know Mandy and others will.
  • 21:40We'll have to see through.
  • 21:42When you look back at what you've written,
  • 21:44actually quite a lot.
  • 21:45I mean, if people go and look at
  • 21:47all the publications you've had,
  • 21:48you've written a lot for somebody
  • 21:50who's effectively 9 years out of of our
  • 21:53school and six years out of residency.
  • 21:55Are there any pieces that you look back
  • 21:57on with any level of regret or are there
  • 22:00any specific pieces that you're so
  • 22:01proud of because you wrote it patiently?
  • 22:03Because I can point to pieces
  • 22:05that were patient,
  • 22:06but I'm just curious what you think of
  • 22:10you know there I mean regret I I think
  • 22:14I probably did the same things that a
  • 22:16lot of other folks did was was more sure
  • 22:18about things that I should have been.
  • 22:21I mean one example that comes to
  • 22:22mind is breakthrough infections.
  • 22:23And I think early on was quite confident
  • 22:26that we would not have the level of
  • 22:29breakthrough and disease that would come
  • 22:31after full vaccination and had written
  • 22:33pieces to that effect and that was,
  • 22:35you know, turned out to be incorrect.
  • 22:37So I think that that that's something
  • 22:38that very clearly comes to mind.
  • 22:39I think, you know,
  • 22:40the pieces that I'm proud of are kind of
  • 22:44deeply reported pieces about what people,
  • 22:46individual people were going through.
  • 22:48I think that is where I felt like some
  • 22:49of the writing was distinguished.
  • 22:51And so I I did a profile of a trauma
  • 22:55surgeon who had been through kind of
  • 22:57months of intense ICU care during the
  • 23:00the midst of the pandemic and developed
  • 23:04PTSD and had a really challenging time.
  • 23:06And I think it's not that all clinicians
  • 23:08who went through that experience
  • 23:10had the level of PTSD that she did,
  • 23:13but I think it resonated and it gave
  • 23:15some voice that leads to the fact that
  • 23:18a lot of clinicians put themselves in,
  • 23:20in challenging situations or were
  • 23:21put in in challenging situations,
  • 23:23not always with the level of
  • 23:25institutional support that they deserved.
  • 23:27And so.
  • 23:27So that's that's one that kind of
  • 23:29comes to mind in terms of something
  • 23:30that that I was proud of.
  • 23:32I want to open it up for questions
  • 23:34and just put your hand up.
  • 23:35If you have a question,
  • 23:36I'll go and just tell us
  • 23:39your name so that we it was
  • 23:51well accepted by the
  • 23:52community and by my parents.
  • 23:54And in questioning how did
  • 23:55we did we have more trust?
  • 23:57If so how did we lose the
  • 23:59trust from years ago?
  • 24:01Yeah. You know, I always thought
  • 24:03that vaccine hesitancy had to do
  • 24:05the fact that we didn't have,
  • 24:06like younger people today didn't
  • 24:09have to contend with polio.
  • 24:11And so it's very easy to talk about a
  • 24:14disease that seems abstract and and
  • 24:15not want to take the vaccine for it.
  • 24:17That also turned out to be very wrong.
  • 24:19You know, you could see your
  • 24:21neighbors dying and and still
  • 24:22have a level of vaccine hesitancy
  • 24:24that that kind of appalled me.
  • 24:27So the first part of the answer is that yes,
  • 24:30I mean trust.
  • 24:31If you look at trust in medical leaders,
  • 24:33for instance,
  • 24:34in the 1970s around the time of Watergate,
  • 24:37I mean 75% of the public said
  • 24:39that they had very high levels of
  • 24:41trust in healthcare institutions.
  • 24:42That number today is in the 20s or 30s.
  • 24:45So that is true of the media.
  • 24:47That is true of government.
  • 24:49You know,
  • 24:50I think there's a lot of factors
  • 24:51that are involved in that.
  • 24:53One is simply the fact that we have
  • 24:55access to many other sources of
  • 24:57information than doctors or healthcare
  • 24:59institutions about our health.
  • 25:01And so in the past if you wanted
  • 25:02to know something,
  • 25:03most people would would have a
  • 25:05provider of some sort that would
  • 25:07give them that information.
  • 25:08Now you look online, you,
  • 25:09you know talk to your your friends,
  • 25:11you have social media,
  • 25:12all sorts of things contribute to
  • 25:14the way that you, you, you, you,
  • 25:17you understand your own healthcare.
  • 25:19I think another part of it is
  • 25:21back in the 70s and 80s things
  • 25:23like conflicts of interest weren't
  • 25:25weren't as widely recognized.
  • 25:26I mean, I think in the 90s and early 2000s,
  • 25:28people started to think about
  • 25:30healthcare leaders differently,
  • 25:31in part because they felt that
  • 25:35at least some proportion of them,
  • 25:37but their care was dictated by
  • 25:39the incentives.
  • 25:40I think there's been a tremendous
  • 25:42amount of corporatization of medicine.
  • 25:43And so in the past, you know,
  • 25:46there was, I mean now private equity
  • 25:48institutions are buying nursing homes.
  • 25:50You can imagine how well that
  • 25:52that's going to go.
  • 25:53But, but more broadly,
  • 25:54there's been a tremendous
  • 25:55amount of consolidation,
  • 25:57massive healthcare systems.
  • 25:58You don't have your local,
  • 26:00you know mom and pop doctor
  • 26:02that that you go and see.
  • 26:05And then I think that the final thing
  • 26:07I'm there's many other things probably,
  • 26:08but the big one that comes to
  • 26:10mind is the rising of healthcare
  • 26:11costs and the the burden,
  • 26:13the financial burden that
  • 26:14it places on people.
  • 26:15It's very hard to trust the system
  • 26:17that with one illness will put you
  • 26:19into bankruptcy and you don't have,
  • 26:22you don't feel like you have
  • 26:23protection against that.
  • 26:24Is that the fault of insurers?
  • 26:25Is that the fault of the the providers,
  • 26:27Is that the fault?
  • 26:27I mean people don't really care,
  • 26:28right?
  • 26:29I mean the fact is most Americans
  • 26:31can't pay a an unexpected medical
  • 26:34bill and if they have to go
  • 26:35fill a drug at
  • 26:36the pharmacy that the doctor prescribes,
  • 26:37it's going to put them out for a while.
  • 26:39So some some some contributors I think
  • 26:46plus 63 for the medicine when
  • 26:48I trained, all reasons why
  • 26:56I did. But right now there's so few
  • 27:00people seem to have the primary care
  • 27:02doctor and we are doing nothing as
  • 27:06the profession really to increase the
  • 27:09number of primary care doctors and
  • 27:20the intern medicine doing the
  • 27:29best we could do for them for a long time.
  • 27:31Now each number of people are going to
  • 27:35urgent care to be a doc and I I see
  • 27:38even though back in 2020 they tried to
  • 27:41increase salaries a little bit the gap
  • 27:48gets wider and wider between primary
  • 27:50care and the sub specialists and
  • 27:52no matter what you tell medical
  • 27:54students and they can figure out
  • 27:56where the money is better than I did.
  • 28:08Yeah,
  • 28:12I would love to hear your thoughts
  • 28:14how we I mean I I myself am
  • 28:17a general internist so I also
  • 28:19made the mistake that you did.
  • 28:21But a couple things,
  • 28:24I mean one is the the large and
  • 28:26increasing gap between the pay for
  • 28:28subspecialties and for general internists.
  • 28:30Two is the the status that is afforded,
  • 28:34you know different specialties.
  • 28:35I mean if you're if you're you
  • 28:38know a star subspecialist often
  • 28:39you are viewed with higher status
  • 28:41than if you're not don't have that
  • 28:43level of training or you you are a
  • 28:47general insurance like like myself.
  • 28:49I think I see things potentially
  • 28:52starting to change in some ways.
  • 28:54I mean one you know in in my class there
  • 28:56were a number of people who ended up
  • 28:58going into general internal medicine
  • 29:00and in part because they wanted to
  • 29:01do other things in addition to it.
  • 29:03And so that that that is that
  • 29:05is one challenge that a lot of
  • 29:08people who now go into general
  • 29:10internal medicine are also doing,
  • 29:11you know mostly academics or startups
  • 29:13or or whatever whatever it might be.
  • 29:18You know, I don't know
  • 29:19how to reverse the trend.
  • 29:21I mean the administrative burden is,
  • 29:23is astronomical on on on
  • 29:25primary care doctors that the
  • 29:28pay is not super high, right.
  • 29:30I don't know how how would you? I
  • 29:32mean I think the incentives don't align.
  • 29:34I mean right now we've set up a system
  • 29:37that incentivizes doing volume and doing
  • 29:41procedures and unless we really fix that,
  • 29:43we're not going to fix everything else.
  • 29:45Having said that, there is 10s of
  • 29:48billions of dollars being invested
  • 29:50in startups including Devoted Health,
  • 29:53City Block Health.
  • 29:54Amazon just made their acquisition
  • 29:55and Aetna made their acquisition.
  • 29:58So we're seeing billions being
  • 30:00invested in primary care in an
  • 30:03effort to disrupt the system.
  • 30:05But the underlying economics
  • 30:06of it haven't really changed.
  • 30:08So I'm not sure that we're any
  • 30:11closer than we were ten years ago.
  • 30:13But I'm definitely, you know,
  • 30:14when reporters ask me about what
  • 30:16Amazon's doing, what CVS is doing,
  • 30:18what City Block, Alidate and so on are doing,
  • 30:21I always say I'm rooting for all of them.
  • 30:23Like I I want them to succeed,
  • 30:26but there's not been the evidence yet.
  • 30:27As you pointed out,
  • 30:29with the value based healthcare,
  • 30:31you have to squint to see the
  • 30:34successes for the moment.
  • 30:36There was a question there.
  • 30:36And then you Yep,
  • 30:39Can you comment on the fact that we all
  • 30:45have our desired and trusted sources
  • 30:47of information and how do we reach
  • 30:50people who have different sources?
  • 30:52I had, for example,
  • 30:53a friend during the pandemic,
  • 30:55the only one who would not get vaccinated.
  • 30:58And I felt as a Yale Medical school graduate,
  • 31:01perhaps she was not a physician
  • 31:03to listen to me. And she did not.
  • 31:05And explain to me that she had
  • 31:07her quote UN quote own sources and
  • 31:10concerns about the history of the
  • 31:13autism and vaccines which has been
  • 31:17you know you know compudiated and
  • 31:19yet you go to the correct sources.
  • 31:22And I will not say what they are
  • 31:24but I think we all do and I think
  • 31:26we all know the people remote them.
  • 31:28So there are people I feel like
  • 31:30we live in a in a country.
  • 31:33I live in a different world than the
  • 31:35world that this person does because
  • 31:37the information they receive and and
  • 31:40don't in my and and critically assess
  • 31:42and I was and then she is not the only one.
  • 31:45I've had patients say this to me and
  • 31:46where I finally have to interrupt
  • 31:47them and say
  • 31:51need to agree to disagree
  • 31:55on with my being able to take care of you.
  • 31:56Yeah. I mean I think you know one one
  • 32:03part of this is the fact that people
  • 32:07don't make decisions based on careful
  • 32:09analyses of the risks and benefits.
  • 32:11Most of the time most of our
  • 32:13decisions are socially determined.
  • 32:15You know the people,
  • 32:15what the people around us are doing,
  • 32:17how our community feels about an issue,
  • 32:19what our family and friends have done.
  • 32:21And so a big part of this,
  • 32:22I mean one thing to note to to the
  • 32:24earlier question is that trust in
  • 32:26medical leaders broadly has fallen,
  • 32:28but people actually have very high
  • 32:30levels and trust of their own physician.
  • 32:31So if you have your own physician
  • 32:33off and that's that's that's
  • 32:34a really important part of it.
  • 32:35But even in this case,
  • 32:36when people have different types of
  • 32:38information sources that you feel like
  • 32:40you're not able to to get around,
  • 32:41I mean part of that,
  • 32:42the reason is that they're not analyzing,
  • 32:45you know,
  • 32:45the number needed to treat in the
  • 32:47way that that that we might be 1
  • 32:49concept that I found very helpful
  • 32:50is this idea of trusted messengers.
  • 32:52So every community has people who
  • 32:54they look to and they may look
  • 32:57to different different sources
  • 32:58than than we look to.
  • 33:00I wrote an article recently
  • 33:01about Francis Collins,
  • 33:02the outgoing NIH director,
  • 33:04and he's an evangelical Christian.
  • 33:06And so a lot of what he wants to
  • 33:08do in his post directorship life
  • 33:10is focused on this very issue.
  • 33:12So he's doing a lot of work
  • 33:14with church groups and pastors
  • 33:15and going into communities.
  • 33:17He's he said he wants to spend
  • 33:19whatever you know credibility and
  • 33:21capital he has gained over this
  • 33:23long career as the scientific mind
  • 33:25trying to go into the communities
  • 33:27that he feels are his own communities
  • 33:30evangelical Christians and trying
  • 33:32to increase trust in public health
  • 33:35and vaccinations And so are there
  • 33:37a lot of trusted messengers in some
  • 33:38of these communities probably not.
  • 33:39But I think that is the most
  • 33:41effective intervention that I've
  • 33:43that I've ever come across.
  • 33:45David. Yeah I'm David Greene class three.
  • 33:49I want to get your thoughts on the
  • 33:51disturbing trend that we're seeing
  • 33:56largest most eligible population.
  • 33:59Of course, we're seeing the
  • 34:04hugest number of primary cares
  • 34:06going to falls fears medicine,
  • 34:08while the population of patients and that
  • 34:20looks like increasingly that's
  • 34:21becoming the shape of the future.
  • 34:24So I want to see what
  • 34:25your thoughts are on that.
  • 34:26The shape of the future.
  • 34:28Yeah. I mean, in a way when
  • 34:29I've talked to people who
  • 34:31do concierge medicine,
  • 34:31I mean some of it is financial.
  • 34:33Some of it is at least they say this
  • 34:35idea that they're able to practice
  • 34:36the type of medicine that they want
  • 34:38to practice that they don't feel the
  • 34:39same pressures to see as many patients
  • 34:42as they as they as they did before.
  • 34:45You know I think we to
  • 34:46our earlier conversation,
  • 34:46I think having a practitioner whether
  • 34:49it's a nurse practitioner or a
  • 34:51Doctor Who is your primary point
  • 34:53person into the healthcare system is,
  • 34:55is incredibly it is one of the
  • 34:57most important things that that
  • 34:58one can have for their health.
  • 35:00You probably know the space
  • 35:01better than I do in terms of
  • 35:03concierge medicine And and
  • 35:05yeah, I mean concierge medicine
  • 35:06had like a peak very early on and
  • 35:08then it's sort of modified itself.
  • 35:10That the example of concierge medicine
  • 35:12that worries me the most right now is
  • 35:14and maybe I'm going to get it wrong,
  • 35:16is 1 medical that was on the West
  • 35:18Coast that was acquired by Amazon.
  • 35:19But that was a level of of a primary
  • 35:24care pay your subscription and
  • 35:25you can get access to a doctor.
  • 35:28But if you're not a member of that network
  • 35:30and you're not paying the subscription,
  • 35:32and then you're relegated
  • 35:33to fending for yourself.
  • 35:34And So what it does is it provides a really
  • 35:37good level of care for those that have means.
  • 35:39We all have means,
  • 35:41but there's a huge swath left behind.
  • 35:44And quite frankly, to me,
  • 35:46one of the biggest concerns is that we've,
  • 35:49you know, we're drowning the frog.
  • 35:50We're just acclimating to the idea
  • 35:52that we do have two tiers of a
  • 35:54system right now and that that's
  • 35:56sort of acceptable in most locales.
  • 35:58I mean, you're you're in New York,
  • 35:59which is a great example where you
  • 36:01have a City Hospital system operating
  • 36:03in parallel with private hospitals.
  • 36:06And if you're a poor or underinsured
  • 36:09or Medicaid patient,
  • 36:10you go to the city hospitals and
  • 36:12if you have commercial insurance,
  • 36:14you go to Wild Cornell or you go to
  • 36:16Columbia or you go to NYU Langone.
  • 36:19Yeah. And and the other thing that I think
  • 36:21people don't talk about enough is that
  • 36:22the city hospitals and public hospitals,
  • 36:24they actually subsidize the the,
  • 36:26the more private oriented hospitals,
  • 36:27right, Because they,
  • 36:28they take patients who otherwise would
  • 36:30have to be treated in those institutions.
  • 36:32And so I don't think that's
  • 36:34something that people have fully,
  • 36:35fully grappled with. Yep.
  • 36:38I'm Carl Mann C and Gro 73.
  • 36:40Tell me the difference between valuebased
  • 36:43medicine and riskbased medicine.
  • 36:47There's a lot of overlap between
  • 36:49those two things. I mean, so the,
  • 36:51the basic idea behind value based
  • 36:53medicine is that you tie payment to
  • 36:56some measure of of quality and there
  • 36:59are different ways to go about that.
  • 37:02And so in the kind of initial
  • 37:05version of that, you might just tie
  • 37:07a regular fee for service payment.
  • 37:08So you do it, you do something
  • 37:10and we're going to pay you and
  • 37:12we're going to adjust that payment
  • 37:13slightly based on the quality or
  • 37:15the outcome of that procedure.
  • 37:17Let's say that's what the the
  • 37:20MIPS program for instance,
  • 37:21the Medicare MIPS program is focused on.
  • 37:23There's a lot of controversy about
  • 37:26whether it does anything that is
  • 37:28that that is helpful for patients.
  • 37:30The on the other end of the
  • 37:32spectrum is kind of full risk,
  • 37:34meaning you as an organization or provider
  • 37:37care for a population of patients upfront.
  • 37:42We will give you the, the,
  • 37:44the what we expect this population of
  • 37:48patients to cost and you get to functionally
  • 37:51keep the difference between what we
  • 37:53paid you and what you end up spending.
  • 37:55And so you're taking the
  • 37:57risk for that population.
  • 37:58So if you come in over that,
  • 37:59if you spend you know $15,000
  • 38:01a patient instead of 10,000,
  • 38:03you eat that cost.
  • 38:04If you spend 8000 and you know and
  • 38:07and we gave you 10,000 per patient
  • 38:09then you you benefit from that.
  • 38:11You can see how this is challenging and
  • 38:13in one way in that it may incentivize
  • 38:16people to do less for for their patients
  • 38:18because they want to save money.
  • 38:20So there are some guardrails around that
  • 38:22you have to meet certain quality metrics.
  • 38:24You know the ideally the outcomes
  • 38:27for those patients are are measured
  • 38:29very closely and then there's the
  • 38:31additional challenge is the amount
  • 38:33that you initially get paid for
  • 38:35that group of patients depend on
  • 38:37how sick those patients are, right.
  • 38:38So if you're a young person
  • 38:40with one comorbidity,
  • 38:41you know you're not going to cost
  • 38:42as much in theory as someone who is
  • 38:44much older with many comorbidities.
  • 38:46So there's the incentive on
  • 38:48the part of the providers,
  • 38:50people will say or the insurers to
  • 38:52make their population look sicker
  • 38:54than they actually are or make
  • 38:56them look as thick as possible.
  • 38:58So you can see why value based
  • 39:00care in theory.
  • 39:01At the beginning of this,
  • 39:02we talked about how we felt it
  • 39:03was really the right thing to do
  • 39:05and I still think generally it
  • 39:06is the right thing to do.
  • 39:07But there's all these ways
  • 39:09to game programs that make it
  • 39:11really challenging in actuality.
  • 39:13And and to that point I would just
  • 39:16say like they were series of lawsuits
  • 39:19including one against Cigna earlier,
  • 39:22a late in last year,
  • 39:23I think November of 22.
  • 39:25And it just highlighted for
  • 39:27me how these companies,
  • 39:28you know if you want to make them blameless,
  • 39:29you can just say that the incentives
  • 39:32line up for Cigna to want to elevate the
  • 39:34risk rating of their patient population.
  • 39:36So they could collect as much money as
  • 39:39possible and ideally they want to spend
  • 39:41as little as possible on those patients.
  • 39:43Ideally, it's not exactly what
  • 39:45you would describe if you were
  • 39:47talking about building a a value
  • 39:49based healthy healthcare system.
  • 39:51But the theory
  • 39:52is you know you have this population
  • 39:53of patients, we're going to give you
  • 39:55this much money and you figure out
  • 39:56how best to manage these patients.
  • 39:58So in the past you know you only get
  • 40:00paid if the patient actually comes
  • 40:01in for the doctor's visit and then
  • 40:03you bill them and then they now
  • 40:05let's say you can do telehealth,
  • 40:06you can call them,
  • 40:07you can send someone out to their home.
  • 40:09This is the theory that you can
  • 40:10be more creative in the way that
  • 40:12you care for these patients.
  • 40:23I
  • 40:28would just say about Kaiser,
  • 40:29which is always I think I
  • 40:30agree with you about Kaiser.
  • 40:31Everything I've read, I talk about
  • 40:33it a lot when I teach my courses.
  • 40:35But Kaiser has the luxury of
  • 40:37dealing with a commercially insured
  • 40:38population and only takes on Medicaid
  • 40:41patients to the extent they want to
  • 40:43take on Medicaid patients and same
  • 40:45for Medicare Advantage. So it is,
  • 40:48it is a different entity and animal,
  • 40:50it's an integrated system.
  • 40:51But I agree with you.
  • 40:52Like if you asked me what I would
  • 40:54prefer to have anywhere in the
  • 40:55country would be a Kaiser model now.
  • 40:57And of
  • 40:58course up until two years ago,
  • 41:00the CEO was Yale 72.
  • 41:03That's right. That's right. Let
  • 41:04me go over here and then I'm
  • 41:06going to come back around.
  • 41:07I think him first and then you Ed
  • 41:10Weaver, Class 93 probably value based
  • 41:17care. What assumptions did you
  • 41:19have then that you realize now
  • 41:22might not have been correct that
  • 41:24altered how things turned out?
  • 41:26Yeah, I think, you know,
  • 41:27we all were drinking the kool-aid
  • 41:30about how successful Kaiser,
  • 41:32Geisinger, even Cleveland Clinic,
  • 41:33like each place we would talk about being,
  • 41:37look how successful they are.
  • 41:38They can do it.
  • 41:39Why can't we do it anywhere else?
  • 41:41And there are a lot of cultural
  • 41:43differences between Kaiser in, you know,
  • 41:46Southern and Northern California
  • 41:48and Kaiser putting it in Texas or
  • 41:51Kaiser putting it in Pennsylvania.
  • 41:53And I think what we've come to realize
  • 41:55is the culture among physicians and
  • 41:57the culture on patients has to align
  • 41:59with the system we're talking about.
  • 42:01So it's a lot easier said than
  • 42:03done because I was one of those
  • 42:05people who thought like,
  • 42:06why can't we just recreate
  • 42:08Kaiser in other places?
  • 42:09But easier said than done.
  • 42:11That was probably my single biggest point.
  • 42:13I don't know if you have other thoughts.
  • 42:14I was going
  • 42:14to ask you why you feel.
  • 42:16I mean is it just the cultural
  • 42:18exploitation that's really hard.
  • 42:19I mean Kaiser's tried to expand,
  • 42:21if not done very well,
  • 42:23The Mayo Clinic has tried and in some
  • 42:25places and still have some institutions.
  • 42:28But is it a matter of you can't
  • 42:30just stick the name of this
  • 42:32amazing institution on some
  • 42:33other place somewhere else?
  • 42:34And or like, why?
  • 42:35Why is it so hard to expand? I
  • 42:37think in Kaiser's situation is that the
  • 42:40population actually accepts that care is
  • 42:42going to be delivered a different way,
  • 42:43That you don't deserve an MRI
  • 42:45every time you twist your knee,
  • 42:47that you don't have to go into an expensive
  • 42:51emergency room every time that you have,
  • 42:55you know, an ankle pain.
  • 42:56I mean, I work in the emergency
  • 42:58room as a radiologist and I read
  • 43:00histories basically on every single
  • 43:01study and then blown away by what
  • 43:03we call an emergency right now.
  • 43:05Kaiser knows how to triage that.
  • 43:06Kaiser knows how to use their own supply
  • 43:11side limitations on care to be able to
  • 43:14deliver the most important care of the
  • 43:16people that most acutely in need and
  • 43:18be able to put people on a schedule
  • 43:20for care if they're later in New Haven.
  • 43:22If you were to tell somebody,
  • 43:24come back in in three weeks
  • 43:26and if it's not better,
  • 43:27then we'll we'll see you again.
  • 43:30They would find a different doctor to see,
  • 43:32wait till you come to the
  • 43:33Upper East Side of New York,
  • 43:35right, Right. Yeah. Yeah.
  • 43:36There's another question here and then
  • 43:38I'm going to go back there. Yep. So
  • 43:41as
  • 43:48physicians, we basically do two things,
  • 43:50right. We use our cognitive abilities
  • 43:53and we also comfort patients.
  • 43:55And it seems to me that it's quite
  • 43:59clear that machines are going
  • 44:00to be able to do both of those
  • 44:03functions much better than us. As
  • 44:15I guess I would question the premise of
  • 44:18the question in that do you think that
  • 44:21people will feel comforted by machines
  • 44:23in the same way they do as humans
  • 44:39are going to have more machines
  • 44:43as friends
  • 44:56as they are going to have. Yeah.
  • 44:57It's I mean it's a really I don't
  • 44:58think anyone knows the answer to this.
  • 44:59I do know that a lot of people who
  • 45:02work on a I place the the likelihood
  • 45:04that A I will make humans it's extinct
  • 45:07somewhere between 10 and 20% and so that.
  • 45:09So it's a very scary kind of
  • 45:11thing going forward.
  • 45:13You know I used to think or I I my my belief
  • 45:16still is I I kind of have three jobs.
  • 45:17I write and I do research and I and I
  • 45:20practice medicine and I do think that
  • 45:22my first two jobs are most amenable
  • 45:24to being replaced by by an A I like,
  • 45:26I there's not.
  • 45:26I do think probably in 10 years an A I
  • 45:28can write an article for The New Yorker.
  • 45:30You know like I I,
  • 45:31I I think that's probably true.
  • 45:33Before I talked to you I felt like
  • 45:36maybe my doctor job was safe but
  • 45:38but maybe I'm wrong about that.
  • 45:40I don't know.
  • 45:41I mean, I, I, I,
  • 45:43I hope that there's still not just
  • 45:47not just the comforting role,
  • 45:49but there are other parts of medicine.
  • 45:52I mean I look at a lot of the patients
  • 45:54that I care for in the hospital and I
  • 45:56think about how what do they often need?
  • 45:58I mean do they do they need the
  • 46:01diagnostic acumen of an A I or do
  • 46:04they need a lot of them need nursing
  • 46:07care and support in that way.
  • 46:09A lot of them can't use technology.
  • 46:11They they you know they're not
  • 46:13able to themselves engage with it.
  • 46:15I do think medicine at least parts of
  • 46:18it are safer than than than maybe we
  • 46:21we we were talking about right now.
  • 46:23I I wrote an article recently about a
  • 46:26I psychiatry and the and the potential
  • 46:29for chat bots to deliver psychiatry
  • 46:31and explored a lot of these issues.
  • 46:33And my sense is that for the kind of
  • 46:37routine things that that we do that
  • 46:41are protocolized that yes A I will
  • 46:44probably replace those functions.
  • 46:46But for I think for a lot of the
  • 46:48more sophisticated things that we do
  • 46:51that require a certain knowledge of
  • 46:54the real world that's further off.
  • 46:56But if we were talking six months
  • 46:58ago before ChatGPT,
  • 46:59I would have we were you know I
  • 47:01wouldn't have any idea what to to say.
  • 47:03So I don't know
  • 47:04I was told 10 years ago that
  • 47:06radiologists would be replaced
  • 47:08by now and they haven't been.
  • 47:10So I think things are,
  • 47:12even though it feels really fast
  • 47:14right now with ChatGPT and the
  • 47:16movements in that direction,
  • 47:18I still think we're going to play a role.
  • 47:21It's just going to be a very different role.
  • 47:22I mean it would be ideal if it be
  • 47:24if there was a reliable way in
  • 47:27which we could harness that power
  • 47:29for people to get the answers that
  • 47:31they want from us but that aren't
  • 47:34really at the top of our license.
  • 47:37But get those answers by going
  • 47:39online and feeling comforted by
  • 47:41that and using us for the top of
  • 47:44license intellectual inputs we have.
  • 47:46But how is it so pathology
  • 47:49and radiology were or you know have been
  • 47:51talked about for a decade now, right.
  • 47:52I mean you can a I can figure
  • 47:55out a cat versus the dog.
  • 47:56They can figure out whatever it
  • 47:57is that you you try to figure out.
  • 47:59But does a I play any
  • 48:01role in your world.
  • 48:03What role does it play right
  • 48:04now in your. So it helps.
  • 48:06It helps with triaging of exams.
  • 48:08So it will pick up most
  • 48:12intracranial hemorrhages.
  • 48:13It'll pick up most fractions
  • 48:14of the cervical spine.
  • 48:16It's now doing a good job
  • 48:18picking up pneumothoresis,
  • 48:19rib fractures,
  • 48:22pulmonary emboli,
  • 48:24large vessel occlusion in the brain.
  • 48:26You go to work,
  • 48:27does it, does it present these,
  • 48:29it presents these you and then use
  • 48:31triaging those things.
  • 48:31For me, it's telling me this
  • 48:33is a case we think is positive,
  • 48:34so I'll put that case at
  • 48:36the top of my cue to read.
  • 48:38But then it also is just an extra
  • 48:40set of eyes on every single case.
  • 48:43So quite honestly,
  • 48:43I used to joke with the residents
  • 48:45that it's your job to look for rib
  • 48:48fractures on a chest CT because
  • 48:49I don't want to spend all my
  • 48:51time looking at rib fractures.
  • 48:52It's not a particularly top of license issue.
  • 48:56But now if the A I app says
  • 49:00there's no rib fractures,
  • 49:01I'm sort of like there's no rib fractures.
  • 49:04So it is slowly giving us the
  • 49:06comfort of an extra set of eyes.
  • 49:08Now at some point it's going to
  • 49:09be better than me and at some
  • 49:11point it's going to be able to
  • 49:13figure out how to integrate the
  • 49:14findings into a diagnosis,
  • 49:15which it does nothing of the sort right now.
  • 49:19That's when I think we'll
  • 49:20see real fast change.
  • 49:21Are you as confident that 10 years
  • 49:24from now they'll still be as many
  • 49:26radiologists as there are today or no,
  • 49:27There will be a smaller number
  • 49:29of radiologists relative
  • 49:30to the number of studies.
  • 49:31But that's been going on for a long time
  • 49:32and I think it's going to continue happening.
  • 49:34Technology has allowed us to read,
  • 49:37I read 120 to 150 studies
  • 49:39on a shift right now.
  • 49:41There was a time, you know,
  • 49:4320 years ago where if I was reading 30 or 40,
  • 49:46that would have been a lot.
  • 49:47So that's been going on for a long time.
  • 49:49This is just another
  • 49:52technology accelerating that.
  • 49:53There were a lot of questions.
  • 49:54Yep,
  • 50:06the first one, chat GB T3I think failed,
  • 50:09but GB T4 can pass with 90%,
  • 50:12which is better than nine out of 10 docs.
  • 50:17The question in my mind
  • 50:18is, is I I think we assume that G,
  • 50:20PT5 and six will be either
  • 50:23linearly or exponentially better.
  • 50:25It's not clear to me.
  • 50:27I'm not, I'm not a computer scientist.
  • 50:28Whether that's that's true or not.
  • 50:29I mean, there are some people,
  • 50:31I think who have already
  • 50:32indicated like Sam Altman,
  • 50:33the the CEO of Open AI,
  • 50:35that they may be getting kind of to
  • 50:38the limits of what they can achieve
  • 50:39by just putting more and more
  • 50:40data into these types of models.
  • 50:42And so there may be different
  • 50:43things that need to happen for it
  • 50:45to actually get to the next level.
  • 50:47But but I guess you know that
  • 50:49that remains to be seen
  • 50:51you and then you sorry, I think it's
  • 50:52more concerning that Jack GPT lies
  • 50:56and makes stuff up for no reason.
  • 50:58There's a lawyer that may filed with
  • 51:02the court and forget what the issue was,
  • 51:04doesn't matter, and decided to use ChatGPT
  • 51:14chat. GPT started out
  • 51:16with some regional stuff,
  • 51:18but then made-up judges and opinions
  • 51:21and citations that never existed,
  • 51:24and within citations and citations,
  • 51:28within citations and citations
  • 51:30that we had a thin air,
  • 51:32not just trouble for.
  • 51:38And then another
  • 51:46governors of South Dakota for South
  • 51:49Dakota magazine and did a fine thing
  • 51:54on the oldest one and then for no
  • 51:58reason made-up a youngest governor
  • 52:01and completely BS the whole thing.
  • 52:04And it also created a very
  • 52:08gubernatorial governor,
  • 52:09quintessential governor looking governor,
  • 52:12two pockets with two
  • 52:16pocket
  • 52:23squares. So that makes me very
  • 52:26concerned if the artificial intelligence
  • 52:28is acting a little bit like how
  • 52:33from
  • 52:362001. One issue is that it doesn't
  • 52:38actually think about anything, right.
  • 52:39It just it's like people describe
  • 52:41it as auto correct on on steroids
  • 52:42or auto complete on steroids.
  • 52:44It's just predicting what the next
  • 52:46word should be in a sequence and it
  • 52:48has no idea what it's actually saying.
  • 52:51I don't think that's the way that
  • 52:52these models are are are used.
  • 52:54I mean they there's a model that
  • 52:56basically said that Elon Musk died
  • 52:58in 2018 in a Tesla car crash and
  • 53:01it has tons of information that
  • 53:03discounts that prediction but it
  • 53:05has no idea what it's saying.
  • 53:07I think one question in my mind
  • 53:09is is is it going to is in certain
  • 53:11highstake fields like medicine is
  • 53:13the use of a I going to be like it
  • 53:15is in driverless cars where for a
  • 53:17decade or more we've been talking
  • 53:20about driverless cars and and and
  • 53:22the level of accuracy and precision
  • 53:24you need to like feel very confident
  • 53:27that you're going to let the A I take
  • 53:30over is greater than 99.9% probably
  • 53:32even even if it's better than
  • 53:34a radiologist that reading a scan
  • 53:35or better than a driver at driving.
  • 53:38The the culpability the blameworthiness
  • 53:40that we want to have someone to
  • 53:42blame something goes wrong and
  • 53:44blaming a machine isn't isn't enough.
  • 53:46And so I think that might be one
  • 53:48reason that some of our jobs are
  • 53:51protected for some period of time is
  • 53:52that it's such a high stakes endeavor.
  • 53:54Any mistake is potentially catastrophic
  • 53:56and and we don't want to hand that
  • 53:59over just yet to the machines.
  • 54:43Yeah, I'll take the first one,
  • 54:45you take the second one.
  • 54:46So there was a, there was a a study
  • 54:49published in JAMA Internal Medicine I
  • 54:51think recently that looked at patients
  • 54:53who are asking questions on Reddit and
  • 54:55ended up comparing the responses that
  • 54:57were automatically generated by chat TBT.
  • 54:59And those were that were answered
  • 55:01by doctors and the ChatGPT responses
  • 55:03were both more empathic and
  • 55:04more accurate than the doctors.
  • 55:06Now these are doctors that are
  • 55:07answering random questions on Reddit.
  • 55:09I mean you know,
  • 55:10take it for what what you will,
  • 55:11but it's at least suggestive that that
  • 55:13what you're saying is is correct.
  • 55:15Yeah.
  • 55:15And your point about Kaiser is, is fair.
  • 55:17I mean, I think any supply side
  • 55:20integrated delivery system,
  • 55:21whether you're talking about the
  • 55:23National Health Service of Britain,
  • 55:24whether you're talking about Yale
  • 55:26University Health Services or whether
  • 55:27you're talking about Kaiser on the margin,
  • 55:30the people who are vacillating in
  • 55:32that Gray zone of can I get the care
  • 55:34I think I need or my doctor thinks
  • 55:36I need and you're being told no,
  • 55:38you're going to be distant,
  • 55:39you're going to feel disenchanted by that.
  • 55:40So it's a very real concern,
  • 55:42but it but it's like weight off
  • 55:44of the benefit that flows both
  • 55:46financially as well as delivery wise.
  • 55:49So Yep,
  • 56:02as a surgeon, the surgery is as a
  • 56:09legacy. My father and my uncle were surgeons.
  • 56:11Both graduated here and I came here.
  • 56:13I want to be a surgeon.
  • 56:14I wanted me to do the best I
  • 56:16could from all perspectives.
  • 56:17And I was profoundly
  • 56:18impressed by the faculty here,
  • 56:20surgical and otherwise, that were
  • 56:22pursuing excellence for its own sake.
  • 56:24And their their reward for doing that
  • 56:27was increased fame and writing papers.
  • 56:30But the better they got,
  • 56:32the more work they they got to
  • 56:34do and the same school deal.
  • 56:36But we didn't have any exams.
  • 56:38And that
  • 56:46was all great. And I came out and I started
  • 56:54working in a couple of levels,
  • 56:56community hospitals and a major
  • 56:59University Hospitals affiliated with
  • 57:01Harvard and the surgeons there, all,
  • 57:04you know, they all made a good living,
  • 57:05but they were busy.
  • 57:06And the ones who weren't good
  • 57:08didn't make a good living.
  • 57:09But the way they functioned,
  • 57:11they were aware that they
  • 57:12had to do a quality product.
  • 57:14And even though we were
  • 57:15competing with each other,
  • 57:16we regularly talk weekly go over our
  • 57:19morbidity and mortality and but that that
  • 57:35surgeon has worked that system
  • 57:37has worked pretty well.
  • 57:38You know surgeons do cases that
  • 57:41are indicated and they don't think
  • 57:43they get run out of town and good
  • 57:45surgeons make a pretty good living.
  • 57:46And if people are in a place where every
  • 57:51everybody gets paid no matter what they do,
  • 57:53surgeons tend to not to want
  • 57:55to work that hard.
  • 57:56So you know, I I think the surgeons,
  • 58:11yeah, I think and what
  • 58:12you're saying makes a lot of
  • 58:13sense to me. I mean even in in valuebased
  • 58:15payment systems, there's room for
  • 58:17productivity incentives within those.
  • 58:18So you could envision a system that has
  • 58:21both some element of risk or capitation
  • 58:23and also productivity incentives for for
  • 58:25surgeons or other procedures or for anyone.
  • 58:28A couple of things.
  • 58:29I mean, one is I think Howie once said,
  • 58:31you know, in the decades ago, you know,
  • 58:35people thought that doctors did the right
  • 58:37thing no matter what the incentives.
  • 58:39And now people think that doctors
  • 58:41only respond to incentives. And.
  • 58:43And and I think that's also
  • 58:44incorrect in the sense that,
  • 58:46you know, any quality measures,
  • 58:48I was talking with a colleague earlier,
  • 58:50any quality measure in my view
  • 58:52only measures a very small part of
  • 58:53if a doctor does this much stuff,
  • 58:55a quality measure,
  • 58:56whether you check the A1C or whether you,
  • 58:58you know, did this or that,
  • 59:00measures a tiny fraction of what
  • 59:01we actually do.
  • 59:02And so the idea that we need to
  • 59:05instill professionalism and pride
  • 59:06in our work and that should be the
  • 59:09primary motivator for any doctor, not,
  • 59:11you know, this this small incentive,
  • 59:14this quality measure here.
  • 59:15I think that's that's a really
  • 59:17important insight.
  • 59:18One question I have for you and for
  • 59:21you is the places that you mentioned
  • 59:23where I think Yale and a Harvard
  • 59:26affiliated institution and I have no
  • 59:28doubt in my mind that the Mayo Clinic
  • 59:30and the Cleveland Clinic probably
  • 59:32don't need these types of incentives.
  • 59:34I do wonder if you can standardize
  • 59:36quality through the ethos you
  • 59:38described across the country and
  • 59:41is that true in every pocket of the
  • 59:43country or do you need some type of
  • 59:45incentive system in those places?
  • 59:47I think one of the reasons that
  • 59:50valuebased payment took off and quality
  • 59:51measurement took off and you should
  • 59:53talk about this because you were there is,
  • 59:55you know,
  • 59:55a lot of the Dartmouth studies,
  • 59:57the the studies that came out of
  • 59:58Dartmouth which showed that there's
  • 60:00tremendous variation in the way that
  • 01:00:01people care for people across the country.
  • 01:00:03So if you're in one state or one town,
  • 01:00:06you might be three times as likely
  • 01:00:08to get a cesarean section as
  • 01:00:10someone in the town next door.
  • 01:00:11If you are in another you know,
  • 01:00:13part,
  • 01:00:13you get an MRI for this and
  • 01:00:15you don't get an MRI for that.
  • 01:00:16Some of that might be appropriate.
  • 01:00:17Some of it may reflect
  • 01:00:19underlying preferences,
  • 01:00:20disease prevalence and population.
  • 01:00:22But I think a lot of this work towards
  • 01:00:25quality measurement and standardization
  • 01:00:26grew out of this recognition that.
  • 01:00:29There was wide unexplained variation
  • 01:00:31in practice across the country.
  • 01:00:34Yeah, I mean, I look,
  • 01:00:35I happen to believe that incentives
  • 01:00:37have to work in both directions.
  • 01:00:39We need to be able to meet.
  • 01:00:40We do not want to reach a point where
  • 01:00:44physicians are paid minimum wage, right?
  • 01:00:46We want to be able to put a value
  • 01:00:48on what people are able to provide,
  • 01:00:50and we want to have the appropriate
  • 01:00:52incentives to ensure value to the patient.
  • 01:00:54Quality of care,
  • 01:00:56of cost should be a consideration.
  • 01:00:59It's a very it's it's more than
  • 01:01:01an imperfect system we have
  • 01:01:02right now that's the problem.
  • 01:01:04If we only had an imperfect system,
  • 01:01:06we would be striving to make it better.
  • 01:01:08We have a very deeply flawed system
  • 01:01:10where there are people that are able
  • 01:01:13to extract enormous economic rents
  • 01:01:15and then we rely on very charitable
  • 01:01:17good people to provide care to grossly
  • 01:01:21underinsured and uninsured individuals.
  • 01:01:23And for those of us that think that
  • 01:01:25social justice or equity or anything
  • 01:01:27in terms of Healthcare is important,
  • 01:01:30it it creates a real challenge for us.
  • 01:01:32But I want to,
  • 01:01:33I want to wrap it up because we're over
  • 01:01:35time and and Michael's looking at me there.
  • 01:01:37I just want to thank you
  • 01:01:38first of all for doing this.
  • 01:01:40It's really generous of you
  • 01:01:41to give us your time.
  • 01:01:42I want to thank all of you for joining us.