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joseph m. gabriel is feeling pain not observed in the data

@jmgabriel.bsky.social

3.3K followers 1.2K following 3.1K posts

Personal account. #histmed, pharma, public health, drugs. Sometimes IP, bioethics, critical med ed, pedagogies of care. Gardening. N Florida. a small axe Papers - https://tinyurl.com/288f3phs Book Med Monopoly: IP and Origins of Modern Pharma Industry

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joseph m. gabriel is feeling pain not observed in the data @jmgabriel.bsky.social · 7h

Okay, thanks. Yes I meant regarding her teeth. I had never heard of that before so i was curious.

joseph m. gabriel is feeling pain not observed in the data @jmgabriel.bsky.social · 7h

Super interesting case to think with. Greenhalgh is not just some random person. She is a widely cited expert on evidence based medicine who does not, apparently, have a rudimentary understanding of what LLMs actually do.

How is this possible?

Des Fitzgerald @desfitzgerald.bsky.social · 14h

Seeing people nonchalantly post stuff like makes me feel like I'm going crazy honestly.

A post from an academic on blue sky that says: "I'm learning about "prompt engineering" when asking LLMs to extract data. I now add this to all instructions:

Style
Be concise, analytic, and specific (cite page/figure if provided). If essential info is missing, keep going but flag Unclear and exact data needed. Never invent data.

#academicsky"

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joseph m. gabriel is feeling pain not observed in the data @jmgabriel.bsky.social · 9h

Wow. I have not heard of that practice before. Do you happen to know if it was widespread, or just kinda her own idea?

joseph m. gabriel is feeling pain not observed in the data @jmgabriel.bsky.social · 9h

"HEPA purifiers not tied to less viral exposure in elementary classrooms, *a poorly done" analysis finds..."

Fixed it for you

Reposted by joseph m. gabriel is feeling pain not observed in the data

Capricorn Iscariot @deaconblues1979.bsky.social · Jun 24

A thread full of William Faulkner novels I have read, when I read them, and whether I liked them:

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joseph m. gabriel is feeling pain not observed in the data @jmgabriel.bsky.social · 1d

How about money? Give the person who took this some money.

Reposted by joseph m. gabriel is feeling pain not observed in the data

Matt Novak @paleofuture.bsky.social · 1d

Border Patrol “attempted to arrest a plumber working inside a Logan Heights home but left empty-handed after the homeowner refused them entry.

The homeowner told agents she would not allow them inside because the warrant they presented did not include her address and lacked a judge's signature.”

Federal immigration operations target San Diego neighborhoods, sparking community resistance

Federal immigration agents conducted operations in Logan Heights and Southeast San Diego on Friday, with community members capturing footage of the enforcement actions.

www.10news.com

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Reposted by joseph m. gabriel is feeling pain not observed in the data

Andrew Kahrl @akahrl.bsky.social · Sep 5

I am happy to share the news that my book The Black Tax was named the winner of the Lizabeth Cohen Prize for Best Book on Cities and Political Power and received an Honorable Mention for the Kenneth Jackson Award for Best Book in North American Urban History from the Urban History Association

2025 Award Winners

www.urbanhistory.org

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joseph m. gabriel is feeling pain not observed in the data @jmgabriel.bsky.social · 1d

Finally, if you have had a claim denied... I'm just really sorry to hear that, and it isn't fair, and I hope you are doing as well as possible. Our insurance system is cruel and evil and that shouldn't have happened to you.

joseph m. gabriel is feeling pain not observed in the data @jmgabriel.bsky.social · 1d

Again, INAL and I don't have relevant expertise on this, but my understanding is that both of these can be very effective

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joseph m. gabriel is feeling pain not observed in the data @jmgabriel.bsky.social · 1d

They keep track of all this. It wont be long before you are flagged as a serious pain in the ass, and eventually they might approve your claim just to keep you from tying up resources and because they are sick of talking to you.

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joseph m. gabriel is feeling pain not observed in the data @jmgabriel.bsky.social · 1d

#... call, every day, like clockwork, and every time spend as much time on the phone as you can, and every time ask to be bumped up the management chain as much as possible; always be polite but insistent...

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joseph m. gabriel is feeling pain not observed in the data @jmgabriel.bsky.social · 1d

...my understanding is that many states
require denials be approved by drs. with relevant speciality licensing, which is $$$, and that insurance companies often use cheaper labor for this. So the demand can be enough to get approval, b/c it is cheaper for the company than getting busted

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joseph m. gabriel is feeling pain not observed in the data @jmgabriel.bsky.social · 1d

In addition to this, I strongly encourage anyone who has been denied a claim to:

1) demand, on the phone and in writing, ther the name, license number, and specialty status of the physician who approved the denial be sent to you in writing.

I'm not a lawyer, and this is not legal advice, but....

ProPublica @propublica.org · 1d

Few patients appeal a health insurance denial, but a little-known process that requires insurers and plans to seek an independent opinion can force insurers to pay for what can be lifesaving treatment.

Here’s what experts say you need to know.

How to Fight Your Health Insurance Denial with an External Appeal

When a health insurer refuses to pay for your treatment, you may have the right to have the denial reviewed — and potentially overturned — by an independent provider. Here are six steps experts sugges...

www.propublica.org

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joseph m. gabriel is feeling pain not observed in the data @jmgabriel.bsky.social · 2d

Can public health at the state and local level even work without that publication? Can someone explain its relative importance in the broader public health system to me? Thanks

joseph m. gabriel is feeling pain not observed in the data @jmgabriel.bsky.social · 2d

I'm all for resource allocation, but it doesn't have to be a zero-sum game. At the local level, at least, it can sometimes work to show that moving people with the right skills into those roles saves money for the city, has better outcomes, and is safer for the cops

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joseph m. gabriel is feeling pain not observed in the data @jmgabriel.bsky.social · 2d

I don't know enough to know how much harm firing basically the entire staff that produces the CDC’s Morbidity and Mortality Weekly Report is going to cause.... but I'm pretty sure its a shit ton

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Reposted by joseph m. gabriel is feeling pain not observed in the data

The Stainless Steel Wererat @steelwererat.bsky.social · 2d

My plans for making arrowheads out of NVIDIA GPU chips in a post-apocalyptic wasteland is looking more viable every day.

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joseph m. gabriel is feeling pain not observed in the data @jmgabriel.bsky.social · 2d

He actually isn't though

joseph m. gabriel is feeling pain not observed in the data @jmgabriel.bsky.social · 2d

that doesn't go far enough for me

joseph m. gabriel is feeling pain not observed in the data @jmgabriel.bsky.social · 2d

Anyway, thanks for whatever work you do fighting against all the madness. Take care.

joseph m. gabriel is feeling pain not observed in the data @jmgabriel.bsky.social · 2d

Okay. Personally, I want significant across the board cuts to police budgets whether or not the funds are reallocated. Is that what you mean? I have no idea. But I'm not part of the "we" you refer to, and you don't think it is "necessary" to explain, so I guess we don't have anything to talk about

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joseph m. gabriel is feeling pain not observed in the data @jmgabriel.bsky.social · 2d

i mean, imho telling people they *should* understand what you mean isn't a great way to do politics or build solidarity or force change or actually get much of anything done. But anyways.

joseph m. gabriel is feeling pain not observed in the data @jmgabriel.bsky.social · 2d

Sure. I'm not disagreeing with you about that. And I understand that persuasion was/is not the goal. All I'm saying is that if it's a demand, and one used in political rhetoric, and you have to explain it to people then it isn't an effective one

joseph m. gabriel is feeling pain not observed in the data @jmgabriel.bsky.social · 2d

Maybe a different slogan then