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This is an absolutely magic sentence that tells us nothing about how any of this works. There is no model here. At least, there is no model that can be stated in words, in public. My suspicion for why is because the model that is implicitly being used violates the claims of people who are pro-legalization.
Did you actually click the link? I didn't include the sordid details but they do actually explain what happened and how it worked. A magic sentence like that is totally fine when you include the explanation in another part of the text.
I did click the link. I read the whole thing. They don't explain any sort of model for the intermediate steps. If you need to convince yourself of this, just try. Try on your own to reconstruct a model of how it's supposed to work from the article. Use your own words. See if you can do it.
Uh, sure? They used a variety of financial incentives to encourage doctors to prescribe higher and higher doses of Oxycontin even when it wasn't necessary, because that made them more money. They were directly(and indirectly) paying doctors to hand this stuff out even when it wasn't strictly necessary, taking advantage of the prestige and respect rightfully given to medical professionals in order to generate vast profits while directly fostering opioid addictions.
Maybe I'm missing your point, because I don't know what kind of intermediate steps you need to get from "Inducing doctors to unnecessarily prescribe high doses of opioids" to "Opioid usage epidemic".
There is literally only one sentence in the article that refers to dosing, and that's just repeating a claim from a plaintiff. It's pretty weak even from that plaintiff. I guarantee that you, the plaintiff, the FDA, nobody has any sort of rigorous line on when it is "necessary". Their "titration" stuff is basically the same damn thing that Scott talks about doing all the time with other drugs.
But in any event, I don't think the legalization folks have premises that allow saying things like, "Oh, we'll just set it up so that people are magically only allowed to go from having 20mg pills to 40mg pills when it's strictly necessary (according to some magic definition of necessary). That'll totally be a part of how complete legalization will be an utter boon to society and not a disaster!"
Instead, I think the complete legalization folks will say that all that shit is meaningless. We should just make them all legal. The 20mg pill, the 40mg pill, hell the 10mg pill and the 80mg pill, too. That people can just buy whichever one they want. Maybe they'll choose to get a doctor's recommendation. Maybe they'll even use your yet-to-be-published, magic definition of "necessary". But they think that people will somehow be responsible in their usage, substituting away from dangerous street drugs like heroin and fentanyl and toward, I don't know, whichever of the 10mg/20mg Oxy pill your magic chart says is "necessary". They might try a higher dose, like how some people try hard liquor instead of wine or beer, but for the most part, folks will prefer to objectively and responsibly move to a reasonable dose. And it's not like their marketing is ever going to be like, "Hey doctors, you should prescribe a higher dose even when your patient responsibly wants a lower dose," or, "Hey doctors, here is @FirmWeird's objectively correct definition of 'necessary'; don't use that."
But in any event, what does your magic, yet-unknown line of "necessary" have to do with addiction? What's the model connecting this completely unknown thing to rates of opioid addiction?
As Armin pointed out what counts as "necessary" is dependent upon the situation, patient etc.
But, while it appears you have read the article, you didn't read the links contained within it. I don't blame you for not doing so, legal documents are really long and boring, but that's what you're actually looking for. The meat of the accusations is in fact contained within them. So when you make a comment like
We can actually turn to the prosecution and see what they were doing.
They were, in fact using aggressive marketing techniques and deception to convince doctors to prescribe higher doses when their patient responsibly wanted a lower dose. They took the symptoms of addiction and claimed that they were actually signs of a condition which required more opioids!
There's nothing magic about the opinion of a medical professional. There's nothing unknown or mysterious about the idea that a trained medical professional or doctor would know the appropriate amount of painkillers to give to their patient. Purdue Pharma interfered with this and produced fraudulent research which gave both large financial incentives and a figleaf of justification to encourage inappropriately high doses of opioids (see the Pseudoaddiction concept above). That's the connection, and it is outlined clear as day in the charges against Purdue and the Sacklers.
I did, indeed, read the links contained within it. I'm a legal nerd, and a voracious consumer of text.
The bolded part is nowhere in there. Not in your block quote, either.
Ok, great! Quick question, though... how come Scott talks about adjusting the dose of various medications up/down, depending on how it's going? He's a doctor, and a trained medical professional to boot. Shouldn't he like, just "know" the appropriate amount of whatever drug to give to his patients?
I mean, no? Did they, like, jump into the exam room, and when doc was "just knowing" the "appropriate" amount, they interfered and somehow made him increase it?
I mean, also no? They produced (maybe just promoted?) a concept that may, indeed, be wrong. I don't actually know if it's wrong, and there's not enough information in the indictment to know, either. But they didn't actually produce any fraudulent research. It needs to be a hell of a lot closer to "we made up fake data to put in a paper that we submitted for publication" to be considered 'fraudulent research'.
What large financial incentives? Come on, man. Stop hiding the ball.
And remember, the thing you're trying to show is that they "were ultimately responsible for and made substantial profits from a legal and corporate structure that heavily encouraged and even induced addiction in cases where it wasn't necessary". So, I'd definitely like to hear some things about their legal and corporate structure.
No? Regular supervision and adjustment of the dosage is part and parcel of responsible medical care. If he gets it right on the first go, great, and if he doesn't part of his job is adjusting the dosage or even pulling the patient off the drug. Sometimes the patient's condition can change as a result of medication and they don't need as much of it as they recover - a patient recovering and thus not needing as much of a certain medicine as they did before is not evidence that they were never sick and never needed medication.
And because it covers the same ground...
There's no need for scare quotes. Doctors are in fact legitimate medical professionals, and making decisions about dosage is part of their professional responsibility and skillset. There's nothing magical about an anaesthesiologist determining the appropriate level of painkillers for someone based on sex/weight/pre-existing conditions. But yes, they did actually interfere. To quote from one of the legal documents involved...
They sent people out to lie to medical professionals in order to encourage them to sell more Purdue pharmaceuticals.
And they were actually just paying and bribing doctors who prescribed large doses of opioids. Literal kickbacks! They actually made up fake case profiles and patients in order to convince doctors to hand out oxycontin even when it wasn't necessary or dangerous.
Could it be possible that they made an accurate and true scientific discovery while faking data in order to sell more of their product? I doubt it. The core idea of their marketing was that drug addiction was actually just something that happens to "untrustworthy" people when exposed to drugs, and that "trustworthy" people can be prescribed whatever dose of painkillers you want without any risks. They created numerous bodies to create the misleading impression that pseudoaddiction was a real concept and convince doctors to ignore their actual training. Furthermore, they knew they were lying!
The Massachusetts document is the best source for that.
Ok, great. So you agree with Purdue's materials.
What false and misleading claims?
...like what is done for literally every other drug out there? You say that this is 'literal kickbacks'. Prosecute that shit for any of the hundreds of other drugs where they do similar in-person sales visits, and then I'll think about believing you.
So, like, a training mock-up?
Dawg, you skipped the part where you were supposed to show that they faked data in research.
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I, for one, didn't click the link, and I agree with your broader point, but I think you're dodging his argument here.
There doesn't need to be an objective line for "strictly necessary" here. If the doctors don't have any extra rewards dangled before their eyes, I'd say their incentive would imply prescribing the lowest dose possible to get the job done. If you do dangle rewards for how much they prescribe, the incentives shift to "give as much as the patient can take". Different doctors will have different opinions on how much is strictly necessary and how the patient can take, but on the whole incentivising the latter will result in greater prescription rate, and thus more addictions.
How you want to ban that without banning the drugs themselves, or without giving arbitrary power to some goofy bureaucracy, that will end up being corrupted by the pharma industry anyway, is the more appropriate question here, I think.
I don't think the click-throughs actually have this, though. The marketing materials they used were not mustache-twirling evil; they used the standard sort of medical language to basically try to say exactly what you're saying - prescribe the dose that gets the job done... but if the current dose is not getting the job done, then titrate up to higher doses. The argument is entirely about what counts as "not getting the job done", which is completely analogous to asking what is "necessary". There's nothing in the click-throughs that can be interpreted as "give as much as the patient can take". There's nothing like "try the highest dose, look for side effects, then reduce if necessary". It's literally the other way around; increase the dose if it seems to be useful. This is obviously presented by plaintiffs as "encouraging them to increase the dose", but you can kinda only make these sorts of jumps if you have a magic metric for what is "necessary" or for what "gets the job done"... and then you sort of close your eyes and imagine that doctors aren't "really" doing that, that they're really just doing something else because of some alternate incentive that isn't even in evidence. It's entirely because we have no such metric that this entire kayfabe is even a plausible discussion.
Frankly, it's probably even more absurd than having hard liquor advertisements that have a little tag at the end saying "drink responsibly". At least in the click-through documents, they paid significantly more lip service to precisely the type of behavior that you're suggesting would be the Good and Right way to do it. They weren't like, "CHECK OUT HOW FUCKING AWESOME OUR HIGHEST DOSE IS! (...btw, try to be responsible with how you prescribe stuff)".
So I might need to actually click in order to participate in thus conversation, but for now I'll just ask: this is only about a bunch of marketing materials? There's no mention of any sort of referral program, which would translate higher prescriptions into more cash in doctors' pockets?
Hey, I missed this reply, but the answer to this is actually yes, contra to the reply you received.
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I don't see anything about a referral program along those lines. Closest I can see to having money go back to doctors is that they had the standard sort of "we pay doctors to give speeches promoting our product" that basically every drug company does. Scott has talked about this before with a bunch of other drugs. But yeah, there's nothing that I see in the long documents about any program more directly along the lines of "if you prescribe higher doses or more pills, we, like, kick you back some money or something".
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