What would a “good” WebMD look like?
blog.tjcx.me
blog.tjcx.me
And crucially - if the information present is not sufficient, clear and obvious UI elements that direct the next best steps to get the help you need, whether that be ringing the non emergency helpline or immediately going to A&E. (It's been commented on before, but the new UK government sites are very consistently structured and open source their design systems https://service-manual.nhs.uk/design-system)
WebMD is complete trash (I even block it in my Kagi search preferences), but it succeeds over sites like the NHS one because of blog SEO. WebMD is really a glorified blog with posts about every condition you might get paranoid over. I don't know how precisely they achieve this, but they're doing something right in an SEO sense if The Google continues to put them near the top of results after all these years.
Meanwhile, there are also sites like Merck Manuals, which is both a terrific resource and privately run, but I don't recall ever seeing it coming up for a search query like "what is that bump on the side of my neck."
The resources are out there. Whether The Google thinks the average person should read them is a different story. I don't believe The Google is going to ever filter out WebMD, so there must be a middle ground where sites like the ones you and I mentioned find a way to make themselves more WebMD-like without sacrificing their more academically-minded content they already have.
Sounds like a Google problem and apparently only a Google problem.
The best algorithms adapt to feedback. Surely Google's own algorithm can accept Google's feedback to adjust for flaws in it.
> For pages about clear YMYL topics, we have very high Page Quality rating standards because low quality pages could potentially negatively impact a person’s health, financial stability, or safety, or the welfare or well-being of society.
https://static.googleusercontent.com/media/guidelines.raterh...
They implement it as agnostic tuning as much as possible, avoiding single human chery picking sites. They use panels of humans (mturk style) for quality ratings.
Could you imagine the outrage if Google said "The government is always the best source about everything?"
What even would be the point? Use the government search engine for that use case.
I want something like webrings to become A Thing again. A user curated search engine. And the users doing the curated need to be vetted. I don't know if this is even possible, but I get tired of having to come to HN to get a human recommendation that is miles better than the algorithmic crap from the current search engines.
It comes back to the age-old question: Who vets the vetters?
You can make decent attempts, such as academic peer review. Even this system perpetuates its own problems (beta amyloid) and has perverse incentives (publish or perish, falsified results), though.
Semantic web had some good ideas about this. Networks of signed FOAF data attached to articles and posts. You could form a side graph of trust information that you could revoke at any time.
Post your bookmarks, share to your friends, encourage your friends to do the same. Import those bookmarks into a search engine site fliter extension.
Search "medical information awesome list"
https://github.com/NeovaHealth/awesome-health
https://github.com/lalaithan/awesome-health
https://github.com/jeromecc/awesome-health
Fork and make your own!
Filtering out, say, Stack Overflow or Reddit because it has ads doesn't help you when it answers your question and is perhaps the only thing on the internet that truly does.
People seem to think there's this ad-less replica of the internet, sitting right behind our ad-riddled internet, where everything they want exists for free, it's just hidden. In reality, the websites making money are the ones providing the vast majority of things people are looking for.
Use https://search.marginalia.nu if you want to severely punish ads.
Does this site (in general, not just this page) have more than 5 advertisements per page? Between 2 and 4?
Does this site attempt to load 12 trackers? "Only" 4 trackers? Just 1?
Does an AI text analysis of the first few paragraphs match on this nonsense?:
> Fixing your gadget is important. Many people find that their gadget sometimes breaks. Gadget helps us do action easier, and improves our lives. We all hate it when our Gadget doesn't work the way we expect it to. It can be frustrating. Read below for tips on how to fix your gadget. (Followed by 3 more paragraphs of filler before getting to regurgitated gems like "reboot it".
I'm sure we have the AI tech now to semantically see this bullshit and downrank it. Right? (Ok, maybe I overestimate how easy this would be. Forgive me, I'm just ranting here)
That's how the world was before Google.
They already look at things like clickthroughand dwell time and bounce back. If enough people dislike Example.com enough to avoid clicking on it or come back to search after visiting it, the engine learns that it is a bad result.
Maybe the problem is that most people like what you don't like.
This is a game as old as search engines. In 2005, it meant filtering out sites that were just lists of keywords, not coherent sentences and paragraphs. It meant for giving extra points to articles with structure, such as header tags and paragraphs, as opposed to just blobs of text. It meant using PageRank to organically discover which pages real people thought were useful.
It's a much subtler and more difficult problem in 2022, but there are also better tools to do it (big NLG models). It just seems that Google lost interest in quality control at some point.
And I would guess they lost interest in quality control because of Chrome's market penetration. Chrome is a browser monopoly at this point, and with Google being the default search engine on Chrome, they no longer have to give quality results to maintain their search user base. On top of that, they control such a large share of the ad market that any SEO spam website is more likely than not to be using AdSense. Which means they have a financial incentive to deliver page views to SEO spam sites, which tend to have higher ad/content ratios.
See: clickbait YouTube videos that show you something you really want to see in the thumbnail, then spend 10 minutes doing something else before showing it, and when you see it it’s a tiny aside with no more context than what you got in the thumbnail. If it’s even in the video at all.
Those videos have both high clickthrough (thus “click bait”) and also high dwell time (from people waiting for the thing they wanted to see to show up.) They do also have high bounceback, but only from people who recognize what’s going on. “A new sucker’s born every minute”, and those suckers will click the video and watch it, because they don’t yet know the principle that this specific kind of enticing thumbnail+title format implies that they won’t find what they want here.
These metrics all measure, effectively, “wanting” rather than “having.” It’s like measuring food by how addictive it is, rather than by how satisfied it makes you. You’ll end up optimizing toward cheetos — literally flavoured air — rather than toward anything that fills your stomach. People might enjoy cheetos while they’re eating them, but if they’re genuinely hungry, cheetos won’t solve their problem — they’ll still be hungry afterward.
1. it's orthogonal to relevance of content (semi-solvable algorithmically I suspect) 2. it's antithetical to Google's core business model (a lot tougher nut to crack)
I disagree. The way content is presented matters. Splitting an article into 4-6 pages and filling those pages with ads makes me not want to read that content. I'd much rather go somewhere that has the same text in a single page and only a few ads.
The entire point of my comment was that it's not orthogonal. The ads are what fuels the click bait and SEO-driven articles. Nobody for example would ever pay a subscription to a website that is just waffle filler. While stackoerflow has ads, it's much better in that regard to the SEO spam pages.
I hate ads, but I don't think we should be focusing on them here. Some sites that have ads have garbage content, and some sites that have ads have useful content. Just... find the useful content, and return it in search results. I know "just" is doing an awful lot of heavy lifting there, but I don't think "has/does not have ads" is as important a signal to a search engine's algorithm as you think it is.
If worst comes to worst, just add "reddit" to your search term, and then all you have to do is determine whether he answers you find look like they came from a human, a spammer, or a corporation.
For example, somebody could search for "best rewards credit card for married couple with normal lifestyle" and find some listicle full of referral links that's a few years old. But the best advice might be in a Reddit or Twitter discussion titled "what's a good card for my P2 with no AF, low MSR, and at least 2CPP" whose replies are terse comments like "CSP?" or "BofA Custom; select CNP transactions as the 3% category and order everything online. they give high CL if you want to AU instead". There's enough jargon and levels of understanding that Google can't find the best advice, only good keyword matches.
I recently had a similar issue when I searched for something well-phrased and generic ("how to stop wood joints from squeaking"). The results were lackluster, but after a few attempts, I found the most helpful results were actually under a specific application ("how to stop a bed frame from squeaking").
So what's my point? It's not Google's fault. They are trying their best of optimize text search, with some fancy word associations and other stuff to help. But it's going to take a lot of effort to make an efficient, scalable, general-purpose AI that can achieve near-human understanding of text and then find the most relevant articles related to that. This "super-Google" would have to comprehend every post and comment on the internet, contextualize the knowledge ("a squeaky bed is caused by squeaky wood joints or fasteners, so this advice is useful for any kind of squeaking wood furniture"), and quickly generate results for every query.
It's not WebMD's fault they have ad revenue that lets them hire writers to SEO their articles with the best keywords. Nor is it Merck's fault that they are using specific language that doesn't cover all the phrases that a person could search. Nor is it Google's for making a search engine without human comprehension. It's just a technological gap that can't be bridged in the present day.
It doesn't stop ads from sneaking in above the results though. There's a whole industry of shady companies 'hijacking' and charging extra for free/cheap government services.
* transactional services - those that let a person do a task, like applying for a driving licence or registering a trademark
* information services - a collection of guidance on a subject, like maximum working hours or data protection responsibilities
There are some that don't really fall into either category and are there to advertise something. They aim to be informational and inspirational. Some examples:
* https://helpforhouseholds.campaign.gov.uk/
* https://www.apprenticeships.gov.uk/
* https://national-security.campaign.gov.uk/
* https://skillsforlife.campaign.gov.uk/
The reason SEO is more important on these is that there's often competition. For example, if I search for 'teach in uk' the Get Into Teaching campaign site will be competing with lots of teacher training colleges and companies, job sites, etc.
Those are the ones that need protection from fee scammers. It seems you've got it exactly backwards.
Lots of people don't realise they're ads and not the official service.
Google didn't really do much to combat it until the law was changed a year or two ago.
Google has a support article with SEO advice:
1. Vitiligo: NHS: 1, Mayo Clinic: 2, WebMD: 7
2. Bronchiolitis: NHS 1, Mayo Clinic 2, WebMD: 9 (on the second page!)
3. Appendicitis: NHS 1, Mayo Clinic 2, WebMD: 3
4. Myopia: Mayo Clinic 1, WebMD 2, NHS: 3
5. Gastroenteritis: NHS Inform (never seen this before?) 1, WebMD: 2, Mayo Clinic 3, NHS: 4
6. Hodgkin's disease: Mayo Clinic 1, NHS: 2, WebMD: 5
Indeed. You mention it being SEO but I see the NHS website has a nice site hierarchy and even has schema.org data.
SEO in one sense is to 'help search engines understand a page', maybe the crossing point is where it outranks and appears too much. A site/page ranking well in Google says as much about Google as the site/page.
WebMD: the Pinterest of Health.
One hand washes the other. WebMD is chock full of google and other ads.
I'd be curious to know if people are putting in 'NHS' as a search term as well.
long covid
and the top result was NHS. Not sure if it is for other nationalities but they're definitely getting good ranking in the UK
edit: I also tried flu and meningitis and NHS is top for both of those queries too.
I don't know if that's geography specific.
I just tried it for "swollen ankles" and the NHS came top, followed by webmd.
If Google has an issue here, it's that it tries to rank things based on a more or less mathematical look at its actual popularity at the time of indexing. It isn't aiming to promote sites based on quality in order to make them popular. If a site is where other sites are pointing and people are visiting, then Google is going to rank them highly (modulo whatever the hell other secret sauce goes into the algorithm - i.e. punishing slow load times), even if the information content is bad. WebMD was very much already the web's most popular source of health information well before they hit the top of any Google search.
This isn't even a problem specific to the web, let alone Google. Medical textbooks were available at the time Chicken Soup for the Soul was a best seller. Consumers quite often prefer shittier information to better.
It puts far too much faith in its language parser, which doesn't comprehend.
That type of site is difficult in general. People seeking medical advice via online means are always going to struggle.
It seems like the most comparable medical version to Cornell’s Legal Information Institute. https://www.law.cornell.edu/
Today my wife had a specific medical concern that we wanted supplementary information about, and because of your link we had incredibly helpful and credible insight that helped us and provided a deeper understanding of what her physician was saying.
What about the proportion of positive to negative examples? How does that impact an entity’s credit?
Lies though, where we find out they knowingly said something they knew was wrong when they said it, don't balance out. The opposite of lying to someone to manipulate them is respecting them enough to let them make their own choices. They need to acknowledge that and start purely providing facts again - even at the cost of some political narratives, before they'll regain trust.
Corruption is bad, lying with good intentions is context dependent bad, mistakes are OK. But if one is going to throw out the baby with the bath water at every instance of corruption/lying/mistake, you are not going to be left with much other than chaos.
Humans are fallible creatures, we have to work and improve with what we have.
The exceptionalism of the USA is the fact that most of its organization are open to criticism and repair. The FDA/CDC/USDA/DoT/EPA/etc and many other non governmental orgs are far from perfect, but they are pretty awesome compared to the alternatives around the world.
Mistakes are fine, policy lies are absolutely unacceptable and should be punishable by public whippings and jail.
I'd say if I were to suggest improvements the symptom search could definitely be better and more prominently placed. In the UK I personally (and I'd imagine most people) get to the NHS website directly from Google, which is better at finding more relevant pages.
I’m not sure this is the prime “UX done well for symptoms->cause” example you cited it as. Though I agree UK government sites follow much better UX patterns!
I feel like that's something else entirely.
I have a relatively new mole that I thought looked a bit funny, so I awhile ago now I looked up what malignant ones look like, thankfully it doesn't seem to be.
This page is definitely clearer and more concise than what I found at the time: https://www.nhs.uk/conditions/moles/
I’ve certainly noticed in the past big differences in advice. The NHS will downplay and not suggest investigations whereas another (non UK) site does the opposite.
The NHS advice surely is carefully crafted not to cause unnecessary (from their point of view) GP visits, tests etc.
The NHS follows a strict set of guidelines for the identification and treatment of illnesses. They do not act like medical businesses such as hospitals whose goal is to do as much testing as they can justify to get more money from insurers.
I don't want to die just because it's more cost efficient for the government to save two others.
If you're not sick you should not be subjected to too much testing, because the risk is that you are diagnosed with a thing that will not harm you. And once you're diagnosed with it the tendency is to treat you for it. Treatment is not a neutral option, it carries risk.
Over-testing, over-diagnosis, and over-treatment all contribute to patient harm.
The NHS regularly fails me, my friends, my family by refusing to do diagnostics while clearly sick. My GP refused to test me for Lyme disease even though I had lots of classic symptoms and had been in close contact with a deer (because he believed they’re not an issue in the area.)
I feel we’ve strayed quite far from my original point but that’s to be expected in any religious discussion.
If you are seeing a disparity between UK and US in terms of advice about when something needs to be investigated, it could be that the US site is over-promoting investigations.
Keep in mind that the NHS puts a lot of work into prevention, into staying healthy without medication - it will quite often advise life-style changes, rather than popping pills - and that's for patient benefit.
I agree with many of your points.
Do you have data that supports the NHS withholding or advising against necessary care that results in worse patient outcomes?
More utilization is not inherently better, and even in the systems like the NHS, everyone is incented heavily to keep patients healthy and out of the hospital system. The idea that they want you to be sicker rather than provide relatively cheap preventive care is, generally, absolute nonsense.
One idea I've had for a long time is the US Gov't (and all major governments) should have a large data gathering/distribution operation. This data would be things like medical research, and other data that would be in "the public interest" (basically all the data we have now, just in one place), everything from meeting notes, congressional bills, etc.
With a wealth of data from a single source, companies like WebMD could stop focusing on how to get the data, and shift their focus to how to "package" the data. A list of conditions with symptoms is nice, but lets repackage that into a "medical graph" that lets you explore related conditions through symptoms. Companies could then compete on the "packaging". You could go to FreeMD and get the same data as you could on WebMD, but WebMD has a much better search engine for X thing so they are worth the $4.99/month cost.
It would be expensive, and probably be a decade long multi billion dollar operation. But imagine the revolution in government services if there was a single source of truth for data.
There are arguments against this, mainly do you want a government to have that much power. But I think it could be done with some strict limits and checks. Data in this API would only be public government data, so IRS data and other private information is not on there.
It may not yet be good enough in all cases, I'm not sure, but is that what you're asking for? I'm not quite sure as you dived into things like data licensing without being clear on your actual hoped end result.
(Of course, the 111 site is designed as part of the wider NHS system, so when in doubt it's more likely to give advice to speak to a GP / call to speak to a nurse / visit a hospital, than to say "not sure, here are all the conditions it could be". But as it gets better I expect it to be able to do both.)
Not to mention that the main NHS site also lets you search for symptoms in the main search bar, so you don't need to know the condition to use it to search for possible conditions. edit: as better pointed out by jjar here https://news.ycombinator.com/item?id=32650958
This would not be a search engine per se but a neutral backend that anybody could build a search engine on top of. Want to build a search engine and sell ads? Fine. Want to build a search engine specializing in health information subsidized by the drug companies? Fine. Want to build one as a neutral nonprofit and charge subscriptions? Fine. The same backend database works for them all. Even Google could build a frontend on top of it.
Yes it would be expensive. The government would have to pay for all the backend infrastructure (whether the government buys it or rents it from Amazon, Google, Microsoft, etc.), and Cloudflare and robots.txt would have to allow "icanncrawler" to access sites without friction. But it would finally allow the creation of neutral search engines not beholden to advertisers. It's a piece of infrastructure the modern Internet sorely needs.
Still not perfect, but I've found it more useful than WebMD.
Medical information provided by governments is often centered around what’s best for “populations” and not necessarily the individual. Covid is a prime example: masking kids was bad for the kids but allegedly “good” for the population. Damaging to the individual for the alleged benefit of the so-called greater good. Despite all the kid masking “science” turning out to be garbage. Covid vax for kids is another example: the government right now in the US promotes vaccinating even toddlers despite their individual risk of serious illness being statistically zero.
HIV is also something that the government really got it wrong in the 1980s. https://www.aier.org/article/fauci-was-duplicitous-on-the-ai...
Covid information is another example: the government was wrong on multiple occasions throughout the pandemic. Yet when “official sources” are the only approved source of information, the public gets mislead. The marketplace of ideas is a real idea and it should be embraced. We need more private sector competition for information, not less.
If WebMD is bad, the solution isn’t government, it’s a competitor.
And how to decide who to trust? Still unsolved. The general public loves being lied to, as long as they like who is lying to them (same political party, religion, or just making impossible promises).
In a purely private healthcare system (which doesn't exist in the developed world) the politics are firstly whether you can pay and secondly how much you can pay. No point offering free dieting and lifestyle advice when risky weight loss surgery (which has a notoriously low success rate) offers instant success, got a bad back or knee? Try out this risk free* (*not actually risk free) surgery! It wasn't that long ago in the US that getting cancer without health insurance was a death sentence, and that again is a political choice, one that the US government reneged on.
It’s a fabulous and under-utilized resource!
The information there a couple of years ago helped me losing a lot of weight and adapt a healthier overall lifestyle.
The information is dry, concise and easy to understand for a layperson. I cannot judge how well it is aligned with recent science, but I trust the site much more than most others, because their incentives after all is public health (I'm sure some politics play a role as well), not selling you books and courses with unrealistic expectations.
I don't know that the cause of this particular misalignment is "private sector". But no doubt the current implementations by the private sector exhibit this misalignment.
>>I'd say the UK NHS website <which is public sector> and symptoms/medications pages hit the nail on the head>>
I assume this implies that the NHS website does not exhibit the previously noted misalignment. Why is that? Obviously this site's sole funding is not from advertising. I assume it's from taxes collected by the government. So what is incentivizing those that build this site and maintain its content to make it so good?
Perhaps the more likely to be read as benign version would be this: We all agree site A is bad because it's misaligned (which I think all agree is due to being driven by ads). Then we propose that site B is good - but there's no indication about WHY site B is good. We know why site A is bad, but why is site B good. And more specifically since we're describing the value in terms of alignment, what alignment is there in site B that drives the goodness?
The same is happening with many doctors that need to pay their overhead, many offices turn into "pill mills" because that is what keeps the lights on. We're at a very weird time in history, where people are more profitable as unhealthy individuals, so certain actors in health care peddle fear, confusion, and paranoia to sell medications as well as the valid issues and panaceas to them, and even minor and completely minute afflictions normally have commercials running non-stop on TV. WebMD is a tiny blip when you consider that people type their affliction into Google first.
Perhaps for them, and as the online ad economy melts itself down, contracting with the government to provide official information on a non-ad funded site with a far less cluttered UI might be a better long-term profit model.
The thing is that to wider economy and society at large, people are vastly more profitable if they are healthy. This is one of the top reasons why countries spend so much on healthcare: healthy citizens are productive citizens.
The entire problem is one of externalized costs and misaligned incentives.
The government, on the other hand, doesn't generally care about individuals, and is working on a statistical level. A good government wants the population overall to be in good health, and has a budget within which it must operate. It may make more sense for the government to ignore your rare disease if detection/treatment is expensive, and that money can be better used to save, say, 10 people with a more common disease.
Now, if the government was just providing health information, and individuals were on the hook for payment, this disconnect wouldn't really exist. But if the government is also providing the healthcare services "for free" to individuals, then there is an incentive to downplay testing for rare or expensive to treat diseases due to the cost/benefit ratio.
The government doesn't actually hide information about diagnosing or treating diseases, even rare or expensive ones. They do, however, take into account the relative risk of false positives and resulting unnecessary treatments, which often outweigh any benefit of proactive testing for rare diseases.
It's counterintuitive, but if you have a 99% accurate test for something that means you're going to end up with 1 in 100 people getting false positives and undergoing potentially expensive (out of pocket) or dangerous diagnostics and treatments. When considering rare conditions that might only occur in 1 out of 100,000 patients each year, a 99% accurate test results in 1000 unnecessary false positives just to catch the 1 true positive. At scale, this can produce a lot of problems that can actually make life worse on average for the population rather than better.
Long wait times don't reduce the rate of false-positives, and false diagnoses. Long wait times deter people from seeking treatment, thus reducing costs.
as opposed to the private sector?
> But if the government is also providing the healthcare services "for free" to individuals, then there is an incentive to downplay testing for rare or expensive to treat diseases due to the cost/benefit ratio.
Which is what current private insurers often do. The government's incentives aren't just to cut costs and run more efficiently. It mostly cares about staying 'the government' and having people live long enough to pay taxes. I want to hear the same argument when you're talking about the government's incentives to be more cost effective when it comes to funding the armed forces.
I think the gist of it is that as an individual, in theory, you have leverage over the government via your votes or representatives. You have none of that when dealing with the private sector. So in this case, if I'm bothered by what the government publicizes about diseases and such, I have several tools at my disposal to deal with it (FOIA requests to track down who's responsible, town halls, writing to the representatives, lobby, voting etc..). If a private company does it, what am I going to do? Write a bad review?
Obviously it's messy, complicated, and not as simple as just "deciding what to do and doing it".
But it is fair to say that pretty much every rational person agrees that we should take care of each other including anyone with a rare condition.
Given there is more to we than just me, "The Government" would refer to mostly other people and specifically other people with a particular proclivity toward involving themselves in the lives of others, to what effect is in the eye of the beholder.
That happens on the research funding side (e.g. it makes more sense to spend research money on cancer or heart disease than on an obscure disorder that only 10 people have).
However, it's not true that the government will provide misinformation or otherwise get in the way of diagnosing your rare disease to save money.
There are a lot of studies about the cost/benefit tradeoff of early diagnosis and preventative screenings. The goal isn't to reduce healthcare expenditure, it's to reduce problems and deaths from unnecessary procedures and treatments. We learned a lot from previous eras of over-treatment and over-testing that led to a lot of unnecessary treatments due to false positives. The risks of over-treating can actually outweigh any benefit of excessive testing, for example.
This is counterintuitive to individuals who want to order huge numbers of tests all the time just in case something might be wrong. The problem is that a lot of diseases may have occurrence rates on the order of 1 in 10,000 or 100,000 per person-year, while the tests may only be 98% to 99% accurate. This 1 to 2 in 100 will be misdiagnosed as false positives and potentially put on expensive medications or treatments that have negative health consequences. It's a very real problem that isn't obvious from the individual level but becomes very obvious at the population level when you start looking at the details.
But no, the government isn't actually hiding information about diseases or misleading people in an attempt to reduce costs. With many conditions it's actually much more expensive to be diagnosed later in the disease than it is to be diagnosed earlier when many conditions are more receptive to treatment.
I’d expect private enterprise to eventually converge on better info… eventually consumers will choose services that provide the best info amidst competition.
For whatever reason, the business model of "draw a huge amount of traffic" outcompetes the business model of "provide a really good source of information".
It's interesting to ponder why in very specific domains, that's not the case: for instance, StackOverflow dominates in programming queries, and provides very useful content.
Someone much smarter than me should write a really good blog post about this.
We had these "really good sources of information" - we had forums dedicated to almost any topic you could want to know about, and people educated in the area would frequent them.
They've almost all died out - some remain as a mostly static reference (which is incredibly useful!), others continue to plod along. A few subreddits pop up now and then, but it's not really the same thing (subreddits are even more prone to "flooding" from outside "contributors" who end up turning it into a meme-reddit).
If a company is tangentially related to a topic, you can do worse than dedicating a few full-time employees to a forum on that topic. We're posting on one right now!
I'm a member of a few active old-school forums. The reason they didn't grow like StackOverflow did is because you really need to spend a lot of time reading through garbage (small talk, etc) to get to the good stuff.
The answer to the question (as posed in the title), might be 3 pages away. With StackOverflow, the answer is almost always immediately under the question since it's been voted into that position.
If only there were some association of all people, some kind of organization that included all members of the public, which could collect a nominal fee for common goods and services and then provide them freely after the fact. Some sort of union that governs what goods and services are provided...
What is a bureaucrat if not a highly skilled creator who completes their mission ahead of time and under-budget?
As to why there is no successful medical overflow.com: Software developers are inherently more web-affine and likely to help there. On top of that it's a great way for developers to show their knowledge in a way they can show to prospective employers. The medical field is a lot more old-school sand I cannot imagine a doctor showing their online help history to a potential employer.
Make there an incentive for medical knowledge to dump on there, or have people who are incentivized to go get that data and deliver it.
In licensed and regulated fields - law, medicine, finance - the situation is quite different. Posting a bad answer might result in you getting sued by an angry reader or investigated by your field's regulatory body.
I'm not sure why but if I look up specific tasks I do find what seem like capable handy man / plumbers or similar folks with good quality advice.
Medical stuff.... oh gawd almost no chance of good advice there. But maybe that's because the range of "hey we don't know" or "it's complicated" that you're going to get from honest folks when it comes to the medical world, and most folks gravitate towards solid answers that hucksters love to give.
Hucksters might find it hard to monetize "how to cut down a small tree", while "cold remedies" are prime grounds for them.
I found a particularly egregious offender the other day.. the #2 result for "best cordless screwdriver" is one of those content farms that made a "Best of 2022" article. Their top recommendation in 2022 is an old NiCad one that was discontinued in 2015!
[1] https://davidgaughran.com/amazon-has-a-fake-book-problem/
Sometimes there is a video on a trending topic among the first few Google search results, and when you go over to YouTube and have a look it turns out to be a montage of stock and/or stolen photos, with a synthesized voice reading a narration that was obviously churned out by a content mill somewhere very low-wage, if not generated by "AI."
It baffles me that Google ranks these things highly, it's not like they don't have an eye on YouTube activity.
In the end I have no better explanation than institutional rot: so much money is flowing in, and engineering incentives are so perverse, any problem that doesn't directly irritate the cash cow is not gonna get fixed.
It's refreshing in some ways - the content I get is definitely "outside of my promoted echo chamber". However, you really need to use use query syntax to get decent results, something I'd gotten out of the habit of doing with Google (actually, I'm convinced Google ignored it half the time even if you tried).
First hit was SEO garbage that started off “Before we explain the steps, let’s first examine what the proper stoichiometric ratio is!”
… I closed that site while grinding my teeth.
The internet kinda sucks now.
Google says "democracy on the web works" which means that what wins is what looks good to the average person among the population who uses that search term.
It's quite interesting to ponder the implications of this.
Reading it makes your appreciate why WebMD exists. Not everyone wants to read highly technical medical jargon and read medical papers. But the HN audience probably has a lot of folks that are down to do that, and I strongly recommend UpToDate for those that do. I use almost every time I have a substantial new issue that requires a physician visit.
I built a new diagnostic test that replaced and upgraded upon one that had previously been discontinued. After building it a clinician who is a top expert on that specific diagnostic reached out since he was responsible for the relevant up to date page. We had a knowledgeable discussion and they gained a full understanding of the diagnostic I had built. After that they wrote up a new and high quality UpToDate piece describing the new diagnostic and its clinical usefulness. Overall it felt like a very effective process, and one that happened pretty early on in the life cycle of the new product.
And wow, the WebMD article they mentioned on essential oils was terrible. It really lowers my opinion of WebMD. At this point I get more helpful information about medicines from Reddit.
Also interesting he contrasted it with Aspirin, because ironically, I don’t think pain killers have all that much power when studied against placebo.(heart benefits notwithstanding)
For example: https://pubmed.ncbi.nlm.nih.gov/19673707/
> Many essential oils have antioxidant properties. Antioxidants help prevent damage to cells caused by free radicals. This damage can lead to serious diseases such as cancer.
For comparison, Wikipedia:
> Aromatherapy may be useful to induce relaxation, but there is not sufficient evidence that essential oils can effectively treat any condition.
https://www.healthline.com/health/tea-tree-oil-for-nail-fung...
"Results of a 1994 studyTrusted Source found pure tea tree oil was equally as effective as the antifungal clotrimazole (Desenex) in treating fungal toenail infections. Clotrimazole is available both over the counter (OTC) and by prescription."
Reading through the wikipedia article it seems they're conflating all use of essential oils and specifically the use of essential oils in aromatherapy treatment, which is what the linked article is about.
Also fair point on the cancer line but:
https://www.cancer.gov/about-cancer/causes-prevention/risk/d...
"In laboratory and animal studies, the presence of increased levels of exogenous antioxidants has been shown to prevent the types of free radical damage that have been associated with cancer development" -- which seems close to what they were saying. A bit overstated for something published to the public, but technically accurate.
Overall it seems like the dismissal is a bias of the idea of essential oils, not necessarily a comprehensive review of the literature.
The only thing I can really say is, there's a lot of medical-related material out there that seems vague and hopeful, that I don't think is doing much good for anyone but its creators. I'm with you - let's see what the research says and what the studies show, while keeping the placebo effect in mind. If crabgrass cures cancer, I'm down for some grazing.
Here's my point of feedback / wishlist item / thing I think is missing from the world. Examine is focused on supplements, which I don't actually care that much about. If my question is "How do I lower my fasting blood glucose", I don't want a list of what supplements help with that, I want a list of everything that helps with that. If daily cardio is 100X as effective as green tea catechins then IDGAF about green tea. Examine broadened a bit, but it's still very supplement focused, which can give the false impression that some supplement is the best way to approach some condition.
Going by the long covid example, it sounds like this glacierMD takes the broader focus of "here's all the things", which I absolutely love. And there could be a lot of value in that alone. But what I really feel is missing from the world is a comprehensive, salutogenic look at health. Yes I want to know what the best treatments are for long covid. But what I also really want to know is what is the rank ordered list of things I can do to develop and maintain a strong immune system. Or how do I lower my resting heart rate. What even is the optimal fasting blood glucose for that matter? Any searching you do will just tell you "above 100 mg/dL is prediabetic, 99 and below you're perfectly healthy".
Anyway, I love the demo. The author is correct that it is missing from the world. And I 100% think people would pay for it once it grows enough. I do just hope that it isn't purely build around a pathogenic way of thinking, like just about everything else in the medical world seems to be.
That's exactly what we're doing!
We released version 2 of Examine less than two weeks ago. Here's a page on how to use: https://examine.com/how-to-use/
It's still early, but the entire goal is to break down research on conditions and goals, and where they connect, relate them to interventions.
Any questions, happy to answer them.
Wading through WebMD etc (which is where google was sending me) was not helpful, especially in between the popups and autoplay videos
I finally restricted my search to wikipedia and quickly found out that it's called 'subungual hematoma' and "usually self-resolving", which is what I needed to know.
Recently I tried this query on GPT-3 and it worked well too:
Prompt: Something fell on my nail and it turned black
GPT: Possible causes for a black nail include: trauma to the nail, a melanoma, or a subungual hematoma (a collection of blood under the nail). If the black nail is accompanied by pain, swelling, or redness, seek medical attention. If the black nail is not painful and has no other symptoms, it is likely a subungual hematoma and will eventually grow out with the nail.
I hop ur toes get gooder.
The primary audience is physicians / clinicians, and they make money by selling subscriptions. So not a consumer health product, but an example of what the gold standard in this space looks like.
Is that a US thing? Because I’m looking at the small-print paper thingie that came (has to come) with a moderately dramatic prescription drug, and it has:
“Side effects:
very frequent ( ≥ 10%): ...
frequent ( ≥ 1% and < 10%): ...
infrequent ( ≥ 0.1% and < 1%): ...
rare ( ≥ 0.01% and < 0.1%): ...
very rare ( < 0.01%): ...
The following side effects were observed after this drug was released to market. The incidence rate is considered to be unknown, as it cannot be estimated from the available data.
...”
(This seems especially weird because I expect most of the data to have come from FDA submissions.)
IE you cant/shouldn’t give blanket medical advice and if you do you may be liable if someone has a bad outcome from the advice.
Regulations have been set up so you have to pay an AMA member to get any information that might be labeled "medical advice".
You can even get fake diagnosis and fake healthcare from chiropractors who are allowed to advertise themselves as doctors, and fake medicine from naturopaths or whatever who are also allowed to call themselves doctor.
I am using fake to mean unsupported by evidence in the form of sufficiently blind trials and whatever else is needed to qualify as scientifically sound (not the same as FDA approved).
Pretty weak “regulation” when you can get a “doctor” to prescribe you herbs and spices for your illnesses. Not to mention the tech startups that hand out amphetamine prescriptions written after an online telegealth visit by remote physician assistants and nurse practitioners (see Cerebral and Done).
There might be some regulation to get paid by Medicare and Medicaid services, and some requirements by insurance companies, but that seems entirely reasonable. There is little regulation on who is allowed to give medical advice.
The problem isn't information availability, it's experience and interpretation which is not something you can do on an individual basis 'on the side', hence the expertise requirement. If the subject matter at hand was as simple to deal with as "see X, apply Y, get result Z", then that would be great. But as this is not an exact science, such a method does not truly exist, and therefore cannot be made effective in a listicle on a website or other medium.
So to summarize: a good version of WebMD would have:
* structured, quantitative information
* real-time updates
* summaries of supporting evidence
So why hasn't anyone done this yet?
They have: https://www.clinicalkey.com/ However, it's for professionals, and it's not free. Only a professional has the knowledge, experience and context to use the information properly. For patients there are separate products/resources that clinicians can use to give patients more information about their case. But the patient can't just diagnose themselves. And certainly the effort of curating the dataset and developing the toolkit to power it isn't free.Or rather, all online diagnoses are cancer.
WebMD, Healthline, and Verywell Health all monetize off of views. They're exceptional SEO operators, and they know how to game Google. The trick is to find people who aren't monetizing off of just views.
Actually helpful information is coming from services that don't monetize off of views, or where the content is written for more than just SEO. For example, Anja Health is educating people about a novel idea (https://www.tiktok.com/@kathrynanja). At Wyndly, we build trust with our content by having my co-founder answer common questions (https://www.instagram.com/wyndlyhealth/).
These are experts sharing their niche. In fact, we source the questions we answer from our support inbox. So, not only are we putting useful information our into the world, we're creating resources for our support team. It's a win-win.
Side note: yes, we do play the SEO game somewhat. At the end of the day, if we have a successful video, it'd be foolish not to resource it for Google and for people: https://www.wyndly.com/blogs/learn/what-kind-of-doctor-for-a...
The primary reason is that it is very hard to come up with a schema that even 5% of papers would adhere to. The vast majority of this knowledge is phrased as natural language.
There are databases that track compounds and the publications related to them, but those papers again are natural language and cannot be readily converted to tabular data. Our first basic approach involved POS tagging and then trying to associate proper nouns with numeric values. Again the issue became how do you interpret a sentence like "may lead to sudden death" as a symptom? Something like "may lead to symptom X in Y% of respondents" is a nightmare to consistently parse without heavy ML running over huge datasets of just text.
In the end we wound up having to shut down concluding that until papers are released with not only arbitrary XML tables/results we were not equipped to handle the task. And even worse, what if our models didn't interpret things correctly and a consumer got {symptom:"sudden death", chance:0%} and insisted on that compound for their indication only to later realize the paper stated "in lab setting 0% of animals didn't experience sudden death after being administered X after diabetes diagnosis". Paying a hundred students to work around the clock couldn't get the volume processed accurately for months, let alone getting a second army of validators to confirm each entry.
That's the easy part, it's effectively a word association game, TF-IDF did this job admirably, scoring proper nouns by their uniqueness and then associating them with one another and searching for publications with similar words as the requested indication. Effectively a medical word cloud for each indication and compound. Parsing them into symptoms is the first nightmare, the second is numeric values associated with those symptoms and paper results.
There is a very good reason the demo only has one indication and a handful of symptoms, it's being done manually and then at best showing publications related to the words encountered.
It's not a matter of cost, although the author is all but doomed if they want to cover more than a few indications, it's a matter of not forcing publicly funded health publications to use an electronically parseable Format despite the simplicity of them being able to parse their paper by definition.
See the standards XKCD, the issue is getting many different academics and departments to agree on a set of schema to include alongside their publications. PubMed at least tries with their XML dumps but even those are inconsistent at best and non-syntactically interpretable at worst. The Japanese compound tracker is great to learn about a specific compound and their indications but stops there.
The solution isn't throwing technology at it to do "automated evidence synthesis," it's making it easier and more affordable for people to talk to get a consultation with an actual medical professional.
Amazon reviews, for example, have lots of terrible medical advice in them. Go to an apricot kernel page and look at the product reviews. I just did and the first review says:
> I have cancer, have not treated it yet but I've started with these. Easy to use, clean fresh product
A few reviews down:
> THE BITTER THE BETTER! And they really are! People need to be more educated about the benefits of the BITTER apricot kernels! THEY MUST BE BITTER in order to kill and prevent the cancerous cells in your body! All you need is 2 kernels a day!
it's clearly an SEO game that's cropped up recently, but it's executed in a sustainable way. The articles I stumble on are actually helpful.
For example, there was a recent HN article on research supporting the practice of grounding. So I googled it, and found a Healthline article: https://www.healthline.com/health/grounding#benefits
It clearly explained what it was, why it may have benefits, what a few experts say, risks, etc.
There are ads but barely (for now) - on a recent article on mobile, it's one small banner, and then one in-line ad that doesn't even look like one. It's not a barely-readable dumpster fire like WedMD.
Of course, all roads lead to Rome, so at some point Healthline may look like a dumpster fire as well, so enjoy it while we can!
1. https://www.nhs.uk/conditions/
It's part of what I mentioned in another comment which is that the internet is to general and vague in its information (and generally low-mid quality) while private information is, sometimes, of higher quality. It leads people who want to learn more about things in a bind where they are limited by the accessibility to good quality information.
Also you don't want the GP to have access to uptodate because they would self diagnose in so many of the wrong ways and wouldn't understand everything.
https://store.uptodate.com/ccrz__ProductDetails?viewState=De...
There are great summaries for every disease and treatment written by doctors and researchers. Summary includes epidemiology, symptoms, causes, prognosis, possible treatments, novel treatments, differential diagnoses, etc.
Given that there are bad professionals in every area, it's a great resource to evaluate if your doctor's diagnosis and suggestions make sense.
Unlike your local doctors, good online resources don't have financial incentive to recommend unnecessary drugs or surgeries where the risks outweigh the benefits.
Issues with providing the same quality of service to consumers include:
* Doctors are willing to pay a lot (ex: UpToDate is ~$500/y) and you might not be able to keep such high fees for doctors if you also offered a great consumer-focused option.
* Consumers have a wide range of experience levels, where it's going to be hard to make a page that satisfies both people who know very little and have minimal medical background and others who are looking seriously into their condition.
* Liability is very different when you're writing directly for consumers.
The difference? You pay for examine.com.
The outcome? The highest quality site for information on supplements, vitamins, etc available on the Internet.
WebMD just needs to be good enough for Google.
This just sounds like snake oil advertising but with the privilege of paying to see it.
There are also a lot of supplements that do nothing. The "snake oil".
Examine exists so that you can use studies to determine which is which.
And I generally don't take it at face value, I accept it as a glitch in English.
Shouldn’t it be "You can pay"? Because I get all the information I need on Examine for free (and checking their paid offering, they seem to have changed from "professionals" to "laypeople" as their target audience, with everything being a guide and behind a clearer interface).
The linked article here talks about having structured, quantitive information, but I think this might be an engineer's view on medicine. The reality on the ground is much messier. We tried to give people enough information on medical practice, explanations on the biological/chemical mechanisms, and other resources to make their own informed choices about their treatment and care. For example, trying to explain the mechanics of taste, and texture for eating food so that people can understand what kind of adaptations they can make to improve their quality of life. I think we probably fall short of that goal sometimes because our material is overly technical or scientific but it's a work-in-progress.
Rather than list all the possibilities, it would calculate in real-time the probability of each diagnosis and show how that probability changes as you add/remove symptoms or possibly even test results.
Even doctors would benefit from this as Bayesian inference is hard and even healthcare professionals generally put too much weight on a single positive test result.
The simple truth is that medical care is more complex than just "headache = paracetomol". Some drugs don't work on some people, others might be more effective but more expensive. Some are not compatible with e.g. pregnancy or other drugs you might be taken.
As for symptom identification, many of us have seen "House MD" and should know that pain + swelling could be any of about 1000 conditions. This is why we still need Doctors.
Sure, us "clever" types might be able to self-diagnose 90% of the time but we need the doctor who can see the pale skin, the yellow eyes, who asks about recent changes in lifestyle or health, things that we could easily miss.
Now if you could encapsulate all of that on WebMD....
I really love the website, it’s simple, fast, and very useable from a mobile context!
Because the vast majority of this research does not change the current "standard of care" for most health issues that anyone is likely to experience.
Trying to be your own doctor by reading websites is stupid. Doctors go to school for 8 years and many do years more eductation and practial training in a specialty. You are not going to outsmart them by spending 10 minutes reading an article on a website.
If you are sick, see a doctor. If you are not sick, get an annual checkup if it makes you worry less. This isn't so complicated.
You will absolutely “outsmart”(ie consistently get better advice) if you are able to find a community of people living with your condition. You will get incredibly in depth reviews of medications, long term results of interventions, management strategies, incredibly updated research analysis.
Anyone who says just to go the doctor if you’re sick has never experienced the hellscape that is chronic conditions.
The line between “we know exactly what is wrong with you and have 6 different treatment options” and getting diagnosed with “something-is-wrong-itis” is paper thin.
No one is more obsessed with their disease then someone suffering from it 24/7.
Just don't expect miracles. Many chronic diseases are poorly understood and don't have effective treatments. Wishful thinking from a support group doesn't change that, and all the website researc in the world won't change that either.
My mom had ALS, we went to local support groups, and it was an utter waste of time, other than having other people to commiserate with.
If you want to read about how not using a certain brand of band-aids means your child is destined to become a serial killer then research medical information online. For medical information the Internet is the last place i go.
Now if you were to travel to South America or in particular to Cuba that would not restrict health care access to other Americans. On the contrary. They basically all speak English in Chile, accent yeah just deal with it, better than a 50-minute wait for a 6-minute appointment meant to last 20 minutes.
This issue comes up a lot when people talk about Google "stealing" content or favoring their own properties. I think there's some merit to this argument and it's worth monitoring but the other side is that Google ends up embedding things in search results because the sites for those things are both trivial and awful.
Example: go Google "mortgage calculator". You will get exactly what you want embedded at the top. Put in the principal, loan length and interest rate and it'll tell you waht the payment is.
Now go click on any of the links on the first page. You will get hammered by ads. You will get pages that split their calculators over multiple pages to get more ad impressions. The whole experience is just plain awful.
So it's no surprise to me that Google just embedded their own for what is really a trivial function. As a user I much prefer that and would hate to see any government action forbid such a thing.
So, WebMD. WebMD is an example of all the bad incentives that make those mortgage calculators terrible. It's all about maximizing ad impressions.
Now I absolutely hate Google AMP but I also understand the motivation for it (even if I vehemently disagree with the solution). So many sites are just plain awful and slow.
Exceptions to the "slow and awful" principle are rare but exist. Stack Overflow is a prime example.
WebMD is full of doctors. The gov and AMA should be sanctioning doctors for abuse of license if the content is bad.
I think it's generally possible to tell, based on what's provided on WebMD, what symptoms would cause a doctor to recommend an immediate trip to the ER or surgery or pharmaceuticals. It's required learning more than I would otherwise know about how my organs function, but I also don't think I know like... an exceptional amount about the human body.
Partly because they're written to pass peer review, not to inform practitioners or the public.
I want to know one main thing before I read your study - Why should I believe your study? That is: what is the sample size, did you pre-register methods, who funded the study, what type of study is it, etc.
Studies are written for paper publications, but that hasn't been the main distribution method for years.
> Partly because they're written to pass peer review, not to inform practitioners or the public.
Neither you nor the public nor practicioners should be reading "scientific studies". Please remember that the actual value of any one scientific study is practically _zero_. They are only useful to big companies and/or national scientific bodies which actually may have the resources to even try to reproduce them.
I think the problems with health information are that the vast majority of the population isn’t sophisticated enough to understand the physiological and biochemical specifics, and that generic info is pretty much worthless.
People should listen to their doctors (who specifically advise against running to google for every symptom)
I wonder what satisfaction with offline health information is
Costs might be a factor. But revenue is a bigger one. WebMD and Healthline have flourished because advertisers have an incentive to underwrite them. Symptom checkers for health professionals do well, too—hospitals and medical malpractice insurers have an incentive to pay for provider-focused tools. A comment brings up the UK NHS site—sure, it makes sense that a national health system would have a strong incentive to help people self diagnose.
Do end users have a similarly strong incentive to maintain a subscription to a service like this month after month? Selling direct-to-consumer subscriptions at scale is hard. I wish you the best, but it's tough business.
I'd say that fewer than one in five such encounters has left me feeling like I got good advice, and a favourable outcome. Even just a 25% satisfaction rate would be a notable improvement for me.
“There is nothing either good or bad, but thinking makes it so”
I do not think you can make a good nor bad version of WebMD. But what it does today is makes you think about things that you're better off not thinking about.
Health is subjective to start with. It is more qualitative than it is quantitative at the individual level. The exact problem of WebMD is that it uses the latter to help inform the former.
I have got way more answers from old books than I can find online. Especially those on back pain, chronic illness, and even regular headaches. Much of this information is not new and even goes back to the idea that "thinking makes it so".
The real question in my head is whether WebMD does more harm than it does good or vice versa. It's pointless to think about because it is what it is.
Which begs the question: why is wikipedia the best source of medical information online?
Doctors, research hospitals, and the like should be required to maintain best of breed public health information.
Public universities are funded to the level of A TRILLION DOLLARS A YEAR.
Think about that.
Hint: it’s Wikipedia.
This is a fact-based, peer-reviewed, classic manual of Western medicine.
https://www.mayoclinic.org/diseases-conditions/coronavirus/i...
In 10 years, they have never failed me.
Consumer focus: https://examine.com/ Professional focus: https://naturalmedicines.therapeuticresearch.com/
Both sites maintain nice monographs that curate evidence and provide easy to interpret effectiveness scores.
Natural Medicines database goes even further and maintains a database for commercial products.
I find both incredibly useful for evaluating ingredients and their structure/function effects
Everything free on the web is optimized to maximize the delivery of advertisements and referrals at the expense of everything else. And Google no longer rewards credible sources vs ad-laden garbage.
John Mueller from Google has been saying the opposite for years: https://www.reddit.com/r/bigseo/comments/clg1hn/how_to_find_...
To be fair, that's a side effect of stopping the medication suddenly. They ought to have worded that better. Happens when I forget to order more of my own preferred SSRI. As far as electric shocks go, it's definitely on the milder end of the spectrum (I suspect most of the commentariat here have some experience with such things) -- more unusual than painful. Sometimes we call them "brain zaps", which would probably sound even worse on WebMD.
Regulation probably isn't a bad thing in itself but if it isn't used to enforce the status quo, keep control and set prices.
I have this idea that health data should be open sourced, I have no problems with my continuous blood pressure, sugar levels and pulse rate (etc) being used in machine learning to identify clusters that might be useful. Just a thought for now.
I'm not sure if the FDA/CDC/NIH/etc has anything like this, but they should probably start requiring it and/or providing it.
I think this would go a long way to solving this problem.
For those unfamiliar with UpToDate, it is considered the #1 online reference for evidence-based medicine. What they do is write articles that summarize research articles from each domain. They have much more content than this, but it's the expert-summaries that make it a "killer app" for clinicians. We simply don't have time to read all the latest research.
Also, UpToDate is the #1 most expensive subscription that most academic universities pay for (e.g. in terms of journal subscriptions).
I'm obviously very biased, but that is exactly what we're building with www.Examine.com
Of course there's no incentive for WebMD to do this, they just want clicks on ads. But in Australia our governments publish a fair bit of helpful health information online, and I do often print some of it out for my patients when they go home. Sometimes it's not enough in itself, but it's great for a "you've got X, here's some info about it" situation.
UpToDate is the medical-grade, actually helpful, for professionals only, quite expensive "Wikipedia for Medicine", I use it every day, among a few other resources. But it's not something you can just open up and use - it's very much designed to be used by people with the right background knowledge - you need to know how to find what you want, and you need to know how to use what you find.
> - structured, quantitative information
> - real-time updates
> - summaries of supporting evidence
>So why hasn't anyone done this yet?
>The short answer: cost.
Money
It's always money
To start with, in each topic, there is a broad expert, and then he creates additional topics, and names experts in this, and so on....
Not hardly. Maybe a X% decrease (if Science is advancing), but the amount of garbage, not knowledge, is overwhelming. (Maybe biased memory, but I think every PubMed article that has come up here has been ripped to shreds)
I don't care how "kind" the physician is, if they listened to my concerns.
I want to know their effectiveness.
No one gives clear medical descriptions without 10 miles of caveats that water the information down completely. This is because no one wants to be sued for bad medical advice.
The life cycle of an article now seems to be 1) legit author in legit place, possibly paywalled, 2) worse copies elsewhere, with or without sources
(I can't say how prevalent this pattern is, but you've seen it too, and if google has any nlp chops at all they are able to measure it in their index)
even bad content doesn't come out of nowhere. an indexing platform that tried to tease out the 'copy of a copy' structure of the web would have a much easier time filtering out the blurry copies.
not saying this is google's job, but they are the architects of the incentive structure here, and are in the best position to fix it if they wanted to
Could the OP possibly be projecting a bit here?
There's a difference between symptoms, diagnosis, treatment options, evidence for those, and the audiences for whom these are written. WebMD and friends target a broader market, scientific studies target...scientists and doctors.
I think the hard parts of building a better WebMD (along the article's lines) are:
- screening articles for relevance. This is more than mere search or finding potentially relevant articles, but also making a decision to include them
- extracting _structured_ information from the articles. Frequently we talk about Populations/Problems, Interventions, Comparators (interventions), and (medical) Outcomes, collectively PICOs. Extraction of each component is easy. Assembling them is surprisingly hard. Finding equivalencies between them within documents is surprisingly hard. Finding facets or different parts of a treatment (how do you handle combined treatments for a single study? how about when some studies use them and some don't?)
- establishing equivalencies for your evidence synthesis between documents is even harder: do you care about dosage? combination with other treatments? what happens when a slightly different formulation of a treatment gets used, or a treatment is administered poorly? I don't know of anyone within scholarly document processing community working on analysis of medical methods (possibly ignorance on my part!).
It would be nice if trial preregistration had all these details, but not all trials are preregistered, nor all outcomes published, the aim of the trial can shift, and there's a large pile of literature where this information isn't available.I think real time updates are the smallest problem among these: solving extraction (including the big structured objects) mostly solves this; the statistics of a meta-analysis are not complicated. To be clear, this is still an issue. I have a figure[2] highlighting the lag.
Presenting the evidence in a digestible, meaningful way, seems like a hard HCI problem to do right, and easy to do poorly. Merely giving PICOs (structured!) and findings is easy and a bad UX for the non-technical, a narrative summary is interesting to provide and hard to do well, and a subgroup analysis can suffer problems from differing group sizes and effectiveness findings (tailoring is tricky).
There are several organizations[3] working on these sorts of problems.
[1] https://www.byronwallace.com/
[2] https://www.semanticscholar.org/paper/MS%CB%862%3A-Multi-Doc...
[3] https://community.cochrane.org/organizational-info/people/st...
We had the solve for this issue, and we had it back in 2013.
I remember interviewing for a brand new startup as the first employee, the idea was that you had an app/website and got the doctor to add what they told you into this app. I remember sitting there and saying during the interview, something like "That adds stress onto the doctors who are already stressed, you should be giving relief to them, perhaps what we need is something better than google/WebMD so people might not need to come in IF they find their anwser".
So that was what we decided to do, to make a App/Website to give anwsers better than Google/WebMD, verified by doctors on our board.
We called it Your.MD.
It was a symptom checker, it took search queries like google, and ran NLP against that, then asked follow up questions based off the query... It worked really really well.
Then our Chairman punched our first CEO, the CEO left, and we got a second CEO in, he got a couple board seats, and the writing was on the wall.
He brought in some guy from Talking Tom... remember that talking cat app? The new CEO and this guy decided to change the working symptom checker and turn it into a chatbot.... we protested about as much as we could as founding members.. but it fell on deaf ears..
We were forced to destroy something that worked perfectly for the abomination that became what Your.MD was...
The CEO fired us all... well he tried, but labor laws are amazing here in Norway, so I got a nice exit.
The CEO installed himself as the "Founder" on everything including the Wikipedia page.. I think the company has some new name now.. dunno don't care.
But yeah.. We had the solve for this, the problem was always that people google things, and google isn't great (read terrible) at this problem, and WebMD suuuucks because .. well this article says it better than I could.