Has anyone built a symptom checking site that’s Bayesian? Could be good for a) cases where common ailments have rare symptoms that overlap with rare problems, and b) flu/Covid diagnosis
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thank you. Yes this is so damn critical. Maybe some critical use cases around STI rates and demographic issues.
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Replying to @ben_mathes @rabois and
(Not clinically critical, but compelling user demand perhaps)
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I always end up working backwards from misaligned incentives, tests and treatments pay better than finding ways to keep people healthy. So I wouldn’t expect real demand except from nerdy consumers, and maybe from health insurers.
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Generally agree that with health you maybe need to hook into some pathology. Maybe a “given your demographics, you likely don’t need a (prostate exam, back MRI, ankle x-ray), etc.” Maybe you start w preventing over treatment from misaligned incentives, harness laziness
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Per the notorious RAND study, people actually like getting over-tested and over-treated. At least enough of them do that it gets expensive.
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Assorted thoughts: 1. Symptom checkers suck - they aren't ever very good 2. Focus on end points is too small and part of why change never comes to healthcare 3. Opportunity is to fit these tools into a larger practice/service in a way that drives better outcomes, access, and UX.
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simple diagnosis is never an interesting endpoint in clinic, have to build infrastructure to support clinical decision making broadly. good atul comment on this in a CWT:pic.twitter.com/ZH2hZJELJi
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Replying to @WillManidis @nealkhosla and
My priors here: 2 healthtech cos: athenahealth, Castlight. Watched my dad run a small, Norman Rockwell-y PCP practice in NH.
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