This is definitely a part of standard follow up for small findings and part of the guidance for incidentally detected lung nodules smaller than <8mm.
I think mammography is a great example. Many people are quite surprised to hear that the Positive Predictive Value of a screening mammography is only in 10-15% range. This despite mammography being a pretty sensitive test. This is because despite good test performance characteristics, applied across a large population of relatively health people, the 2-5% false positive rate is a large number of people.
For some context, the USMLE is taken during medical school. The amount I have learned about actually practicing medicine since graduating is probably an order of magnitude more than everything I learned in medical school! I still learn stuff, all the time, and I’m not just talking about new research.
So, while impressive and clearly part of the future world, we shouldn’t get too far ahead of ourselves with the current models.
Edit: oh I should add that there are more clinically relevant exams that would be more likely to reveal d clinical usefulness, for example “board” exams. These are taken after training, usually before practice. Not knocking LLMs, just ensuring that people don’t misunderstand passing the USMLE as being clinically useful.
> You have to hope your hospital uses CPT codes and not, say, DRG coding, or something else entirely, otherwise you'll need to look up those codes too.
This is a bit of a misunderstanding. CPT codes are part of professional services billing, while DRGs are exclusively for inpatient acute care billing. If you are admitted to a hospital, you’ll probably have to deal with both.
Err it’s more that tick-borne diseases cause anemia.
There are lots of things that cause anemia! And someone with unexplained anemia deserves a complete work up (especially with hemoglobin levels in the 4-5 range), including for tick-borne illnesses, especially if they have been in an endemic area. But lots of other things worth checking too, many more dangerous than tick-borne illnesses.
Just want to point out that Atrial Fibrillation and Atrial Flutter are (usually) very benign, chronic conditions. Many people have for years without symptoms.
Ventricular fibrillation, ventricular tachycardia and torsades are acutely deadly. You have seconds to minutes to get a normal rhythm back.
The charts colors made me feel like they were implying a-fib was the worst rhythm listed. (Though they list the severity in the descriptions in small text)
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As such, you'll have to be willing to get your hands dirty with (and learn) everything across the stack: healthcare data, APIs, frontend, backend, data engineering, algorithms, analytics, bug reporting, etc. (but the codebase is still small and we will do our best to give you time to dive deeply into specific areas).
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It's really amazing to see travel nurses come back to work at a place they just left. They are now doing the same job as before, are getting paid almost twice as much with better schedules and are working next to people that they know and are friends with.
It's honestly surprising that more haven't taken the jump and is really shocking that hospitals aren't doing more to retain critical staff.
“JAFFA, March 10 (Reuters) - Israel’s parliament on Thursday passed a law denying naturalization to Palestinians from the occupied West Bank or Gaza married to Israeli citizens, forcing thousands of Palestinian families to either emigrate or live apart.”
Abhorrent but not about preventing marriages, at least not directly
I've thought about building an API that integrates Twillo with the HN API. Lots of planes/airlines have free messaging wifi, but not free wifi. But, if you could text a number and get the top n stories, then read the comments and perhaps the text of the stories (?) would be pretty nice way to pass some time. Alas I haven't done it yet...
Isn’t the fact that they got cut in half (and other examples, peloton for example) evidence that this isn’t a bubble. There are companies that are exploding in value, yes, but also companies just getting crushed left and right. If you’re growing, your value is very high, but miss your targets and boom, bye bye froth.
Doctors aren’t reimbursed for prescribing medications directly (except chemotherapy infusions). Was the physician selling the medication directly? That’s not commonplace.
Clinicians may financially benefit from not refusing their patients requests and thus losing the patient to another doctor that will acquiesce. But that’s a tricky topic to untangle.
Like cigarettes? I have no sense of whether FB is physically addictive like smoking.
But, if a company directly contributes to decline in civil discourse and harms democracy, and thereby harms the users, then isn't it a government role to step in? And isn't this the governments role even if users can't see the harm at the micro-level of their daily interactions with the company? I guess that is the argument at least. Really its a balance between values: individual freedom and the collective good.
yes! I'd probably argue that a majority (or at least significant plurality) of acute care (hospital care) in the US is the direct result of the failure of social services. I include in this mental health issues directly resulting in poor health, inability to access primary care (so minor/treatable issues become severe), housing issues, drug issues, lack of elder care options, etc.
I think mammography is a great example. Many people are quite surprised to hear that the Positive Predictive Value of a screening mammography is only in 10-15% range. This despite mammography being a pretty sensitive test. This is because despite good test performance characteristics, applied across a large population of relatively health people, the 2-5% false positive rate is a large number of people.