Search This Blog

Friday, April 17, 2026

Rise of Early Onset Diabetes a Looming Crisis

 When Sheela N. Magge, MD, began her pediatric endocrinology fellowship at Children’s Hospital of Philadelphia in 2001, she began witnessing an extraordinary phenomenon unfolding in the hospital’s pediatric endocrinology ward. 

Youngsters coming in with symptoms of diabetic ketoacidosis were leaving with diagnoses of type 2 diabetes mellitus, long considered an adult disease. 

“It was remarkable,” said Magge, Lawson Wilkins chair of pediatric endocrinology, and director of the Division of Pediatric Endocrinology, Johns Hopkins School of Medicine, Baltimore.

That once-remarkable diagnosis has become more commonplace in pediatric specialists’ offices. But young people don’t stay young forever. And diabetes just doesn’t disappear. Plus, experts said, there are not enough trained pediatric endocrinologists, or enough obesity-trained professionals either, to handle what’s coming. 

Eventually the day will come when these patients will seek care from providers who treat adults. And a large concern among pediatric specialists is that primary care physicians (PCPs), the medical world’s version of baseball’s shortstop, will not be prepared to fully grasp what they are up against, namely a disease that is far more advanced, far more complicated, and far more deadly — from a premature mortality vantage point — than the adult version. 

Numerous studies over the years, like the years-long TODAY and SEARCH trials, have proven these statements true; studies to understand why they are true are underway. 

At the age of diagnosis, on average around 15 years old, 20% already have one complication, said Stephanie Chung, MBBS, an investigator with the National Institute of Diabetes and Digestive and Kidney Diseases. Ten years later, more than 50% of these patients do, and 15 years later 80% have at least one diabetes-related complication, including hypertension and early diabetic kidney disease. This contrasts with adults with diabetes; 25% develop diabetic kidney disease after 10 years. 

An entire generation of these children could be lost to follow-up when they reach adulthood, said Magge. 

Even endocrinologists who treat adults might not be well versed in pediatric diabetes. “When the [landmark] TODAY long-term outcomes were published in 2021, an endocrinologist I know called me and said, ‘Oh my God.’” 

These adult patients generally have better outcomes if they remain in pediatric care. 

An in-tandem consequence of the 1990s surge in obesity, youth-onset diabetes (under 18) is projected to rise in this country to 220,000 cases by 2060. The global incidence of those diagnosed with type 2 before age 25 continues its trend upward: 183.4 in 2019 (per 100,000) up from 117.2 in 1990. 

meta-analysis of 48 studies, published through 2021, showed that childhood prediabetes increased to 10.66% from 0.93%. During prediabetes, mild hyperglycemia could increase unforetold cardiovascular issues. (Studies often distinguish youth-onset as diagnosis under 18 and early or young-onset to be under 40 years old.)

“It is an epidemic,” said Jennifer Sherr, MD, professor of pediatrics and medical director of the pediatric diabetes program at Yale University School of Medicine, New Haven, Connecticut. When asked to explain what makes it an epidemic — uncontrolled glycemic levels, more youngsters being diagnosed — she replied with “All of the above.” 

A Different Kind of Disease 

This disease, which some say should be treated as a distinct type of diabetes because of its distinct pathophysiology in the young, has complications that require respect. It is affecting tweens and teens, youngsters who are often under stress, especially those who live in less than desirable socioeconomic situations — and many, many do. 

And biologically, puberty is a time in which all teens are insulin resistant due to a spike in growth-hormone and insulin-like growth factor; these two increase insulin resistance

Adherence, to no one’s surprise, does not come easy, and it’s a deep concern. In adults with diabetes, the annual rate of beta cell function decline ranges between 2% and 5%; in youngsters, it’s about 25%

Youth-onset diabetes assaults young kidneys, the cardiovascular and endocrine systems. A child diagnosed in middle school could be dead by 40; a 2003, real-world study showed that adults with early-onset had twice the hazard — 7.9 vs 3.8 — of any macrovascular complication vs controls. The most common complication was a myocardial infarction; the hazard rate was 14-fold higher. 

The phrase “aggressive treatment” was repeated by all interviewed.

Obesity, insulin resistance, prediabetes, and diabetes cause “states of chronic inflammation, leading to a significant increase in risk for premature micro and macrovascular complications,” said Timothy Gilbert, MD, director of the Pennington Biomedical Outpatient Endocrine and Diabetes Clinic in Baton Rouge, Louisiana. These patients have an inflamed endovascular state, leading to more plaque deposition, more arterial thickness, and an increased potential for embolic events, he said. 

Genetics Play a Role 

Youth-onset also has a significant genetic component. Many of those interviewed described exam-room scenes in which the child was asked if anyone in the family also had diabetes, and the accompanying parent or relative would chime in, “I do.” And sometimes, that person was diagnosed in their 20s or 30s.

“With that genetic predisposition and the really high BMIs that we’re seeing, it’s certainly creeping earlier and earlier,” said psychologist Amanda Staiano, PhD, director of the Pediatric Obesity and Health Behavior Laboratory, Pennington Biomedical Research Center, Baton Rouge, discussing the ages of participants in her trials. 

“The window to intervene meaningfully is narrow, and every month of suboptimal glycemic, blood pressure, and lipid control accelerates the path toward complications,” said Petter Bjornstad, MD, Raisbeck endowed chair of diabetes research; executive director of the UW Medicine Diabetes Institute; principal investigator at the Center for Clinical and Translational Research, Seattle Children’s Research Institute.

Treating Youth-Onset Diabetes 

As Gilbert put it, “We are not grabbing for metformin first anymore.”

Until the last few years, pediatric clinicians only had metformin and insulin to treat young patients. The FDA has recently approved other medications for youth-onset, namely, the sodium-glucose cotransporter 2 inhibitors — including dapagliflozin, empagliflozin, and empagliflozin/metformin — and GLP-1s, namely dulaglutideliraglutidesemaglutide, and tirzepatide

So far, there is no firm guidance for treatment of hypertension and hyperlipidemia in adolescents with type 2 diabetes. Without the data, said Gilbert, “I sort of treat them like an adult from a medical standpoint,” adding that the patients are typically of adult size, so the strategy is to treat the patients as if they have an adult disease.

These additions are welcome, as metformin doesn’t work well in most kids. Metformin was designed to improve blood glucose levels by decreasing glucose production in the liver and increasing insulin sensitivity. But these youngsters have high insulin resistance levels and rapidly declining insulin secretion, said Chung. “Metformin can’t rescue the decline in pancreatic function and b-cell failure, because they continue to be under stress,” she said.

And because they’re kids, they could ignore how they are feeling, letting time pass before seeking treatment. “So long term exposure, that lingering hyperglycemia is always present, causing end-stage organ damage,” Chung added.

Gilbert would like to see his patients use continuous glucose monitors (CGMs) earlier in the treatment course. 

“The ADA [American Diabetes Association] is recommending CGM for everyone. We are still in the clinical practice world, bound by insurance coverage. We can want it, but a lot of insurances are still requiring use of a single shot of insulin/day to get CGM.”

Chung was hopeful. “The landscape should change as we get more GLP-1ras approved that can target weight loss and improve beta cell function.”

PCPs Get Advice 

The literature is limited regarding the transitioning of youth with type 2 to adult care, Chung et al reported last year. That said, all interviewed gladly gave PCPs advice on helping their adult patients with youth-onset type 2 diabetes.

First, the numbers: What’s considered low in an adult isn’t necessarily low in youth-onset. Magge said a young adult with type 2 whose A1c is low, like 5.8 kind of low, should stay on metformin. 

“Parents look at me. ‘You are prescribing 1000 mg twice a day of metformin when I am on less?’” Yes, she said. “We want children to have long and healthy lives.”

Also ask about acanthosis nigricans— a sign of insulin resistance, nocturia, frequent infections, including yeast — because these are signs of hyperglycemia, Chung said.

And screen, screen, screen: kidneys, blood pressure, dyslipidemia. “Make sure they are vigilant about timing of screening. Don’t feel that they are not at high risk,” Magge said. The ADA, she said, recommends A1c testing every 3 months.

Sherr emphasized relationships. Even if a patient has an endocrinologist, that specialist and the PCP have to tell the same story: They can be reinforcing the importance of glucose levels and exercise. Relaying this information should not take long during the exam, she said. And bring in family members; significant others can be very helpful diabetes management enforcers. All interviewed stressed this point.

Staiano discussed a different reality. 

“We need PCPs to do this medical management for early prevention and medical management, so the more complicated cases can go to the specialists.” 

Of course, there aren’t enough PCPs either.

“I don’t envy the PCPs,” said Magge. “It’s a lot to keep track of.”

Sherr’s institution has received research support from Abbott Diabetes, Dexcom, Breakthrough T1D, Insulet, Medtronic, NIH, Provention Bio, and the T1D Exchange; she consults for Abbott Diabetes, Insulet, Medscape, Medtronic Diabetes, Vertex, and Ypsomed; and served on an advisory board for Cecelia Health, Insulet, MannKind, Medtronic Diabetes, Sequel Med Tech, StartUp Health’s T1D Moonshot, and Vertex. Gilbert is a speaker/consultant for Novo Nordisk, Dexcom, and MiniMed. Magge, Chung, Bjornstad, and Staiano reported no disclosures.

https://www.medscape.com/viewarticle/rise-early-onset-diabetes-looming-crisis-2026a1000c57

US grants oil SPR loans to nine companies

 The United States Department of Energy (DoE) announced on Friday that it will loan 26 million barrels of oil from the country's Strategic Petroleum Reserves (SPR) to American subsidiaries of nine major energy companies.

According to the department's official statements, the loans were granted to US divisions of BP PLC, Delek US Holdings Inc., Energy Transfer Crude Marketing, Exxon Mobil Corporation, Macquarie Commodities Trading, Marathon Petroleum Corporation, Shell PLC, Trafigura Group Pte. Ltd., and Vitol.

The DoE noted that the loans "will be returned with additional premium barrels by next year—supporting energy security and delivering value for the American people at no cost to taxpayers." It added that the selected companies "can begin scheduling deliveries immediately."

https://breakingthenews.net/Article/US-grants-oil-SPR-loans-to-nine-companies/66095845

'Iran: New Hormuz regime requires tolls'

 Iranian Parliament's National Security Commission Ebrahim Azizi said on Friday that vessels must comply with a new maritime regime in the Strait of Hormuz, necessitating authorization and toll payments.

"The time has come to comply with the new Maritime Regime of the Strait of Hormuz," Azizi stated on X. He added that the rules are "determined by Iran, not by social media posts! Under this new system, only commercial vessels with authorization from the IRGC [Islamic Revolutionary Guard Corps] Navy are permitted to navigate through designated routes after paying the required tolls."

"If the U.S. attempts to create any disturbance for Iranian ships, this situation can easily be changed," he concluded. Earlier, Iran said that the key waterway's reopening will serve as a test of the United States' "firm commitments." Meanwhile, US President Donald Trump said that the strait will not be closed again, claiming that Iran has agreed to "everything."

https://breakingthenews.net/Article/Iran:-New-Hormuz-regime-requires-tolls/66095807

Critical Metals Shares Surge After Expanding Rare Earth Mining Position In Greenland

 Critical Metals Corp. shares have surged as much as 45% in trading today after the company significantly expanded its position in Greenland’s Tanbreez rare earth project, tightening its grip on a resource it sees as central to a US-friendly supply chain, according to Bloomberg.

It marks the biggest intraday gain in half a year and lifting the company’s valuation to roughly $1.7 billion.

According to documents reviewed by Bloomberg, the firm raised its ownership to 92.5% by purchasing the remaining 50.5% stake it previously didn’t control from Rimbal Pty Ltd. The company confirmed the transaction in a statement released Friday.

With this deal, Critical Metals now holds a dominant share of Tanbreez, a deposit rich in rare earth elements such as terbium and dysprosium—materials essential for electronics and defense systems. The company describes Tanbreez as one of the largest known rare earth resources globally.

“We believe this important catalyst and hurdle now achieved helps to accelerate the approval by the Greenland government for permitting to commence mining," said Analyst Tim Moore from Clear Street. He has a $20 price target on the name and sees the increased stake as  "positive with funding matching estimates and control change being approved after previous delays", per Bloomberg. 

The acquisition comes amid a broader push by the US and its partners to lock in supplies of critical minerals and lessen dependence on China, which still leads the world in rare earth processing. Greenland, with its vast untapped reserves, has become an increasingly strategic location—though projects there remain costly and face regulatory hurdles.

Over the past year, Greenland has drawn growing attention from Washington, with renewed political and commercial interest reflecting its rising importance in global resource competition.

The island is no longer just a remote outpost—it’s becoming a focal point in the evolving economic and geopolitical relationship between Greenland and the United States.

https://www.zerohedge.com/markets/critical-metals-shares-surge-40-after-expanding-rare-earth-mining-position-greenland

"Overwhelming Puke-Stream": It's All Going To Come Out Now...

 by James Howard Kunstler,

Showdown

“Everything that’s wrong is staring us right in the face, and half this country simply will not join us in fighting and fixing it. It’s infuriating and depressing and maddening.”

- James Woods on X

The closer this Iran war comes to a favorable resolution, the more garishly negative the puling Lefty-left gets, wishing fervently for the enemy to prevail. Why? Because the Lefty-left is also an enemy of our country. They want the operation to fail so they can reclaim power and resume wrecking and looting the USA.

By the way, what exactly would a favorable outcome of this war look like?

An Iran that doesn’t threaten nuclear jihad and doesn’t sponsor endless terror operations here, there, and everywhere. It looks like we are going to get to that. Iran’s choice is how deep do they want to take their own economic collapse before capitulating? If they’ll just stop now, they’ll still keep the lights on. They can be a normal, modern, developed nation without a death wish.

Anyway, the paradigm Iran was operating in as a rogue state is dead, especially the malign influence of Britain’s banking and MI6 intel matrix. Britain, proven by its actions to be not a friend of America. . . Britain, a wretched little has-been island empire with bad teeth, overrun by wrathful Islamists, and, alas, soon to be a caliphate.

President Donald Trump has rearranged the geopolitical landscape with startling speed and efficacy. Much of Europe, it turns out, are not our friends, either. They would not let us use the NATO bases we pay for to conduct air operations over Iran. Hence, NATO is four dead letters. They can go dangle while they figure out how to live without oil, possibly go back to their centuries-long condition as a nonstop slaughterhouse, besetting each other with stupid, age-old feuds. Not our problem anymore.

China?

Their Belt-and-Road isn’t what it was just six months ago. Mr. Trump has kicked them out of South America. Their oil supply is suddenly sketchy. Notice, they didn’t lend a hand helping to clear the Strait of Hormuz. Turned out that the radars and air defenses they gifted Iran didn’t work too well. Uncle Xi Pooh Bear will have to re-think situation.

Mr. Trump says he might travel to Pakistan this weekend if there are papers to sign with Iran.

Israel and Lebanon announced a ten-day truce to sort out where things stand. Both of them want Hezbollah expelled for good. Anyway, Hezbollah can no longer enjoy financial support from Iran, meaning no more munitions or salaries for Hezbollah warriors, meaning Hezbollah is out of business — a major regional irritant neutralized. Can you dare to imagine a peaceable Middle East?

So, things have changed-up greatly in this long-volatile corner of the world, and that will leave Mr. Trump freer to attend to the discord and animus at home, namely the psychopathic Democratic Party’s non-stop demolition of political norms, with assistance from the bureaucratic Deep State and the NGO underworld.

Just at hand this week, we have Director of National Intelligence Tulsi Gabbard sending criminal referrals to the DOJ on two key players (both liars) in Trump Impeachment No. 1: former Intel Inspector General Michael Atkinson and CIA agent “whistleblower” Eric Ciaramella — whose name the news media still fears to speak.

That impeachment, over the so-called “Ukraine phone call,” was from start to finish a complete fake, a criminal conspiracy. It involves a much larger cast-of-characters including then House Intel Committee Chair (now senator) Adam Schiff, then Secretary of State Mike Pompeo, CIA Director Gina Haspel, Chief Justice John Roberts, and virtually the whole Kiev US embassy staff at the time. Everybody involved was lying about one thing or another. The case is on Acting AG Todd Blanche’s desk now. Do you suppose it can just sit there?

It’s rumored that in the weeks ahead, Mr. Trump is fixing to conduct a declassification orgy of evidence unearthed by DNI Gabbard in the serial seditions run by US color revolutionists over the past decade. The presidential declass will obviate the usual tedious process of extracting declass permissions from every agency silo with a stake in the documents — meaning the evidence will go straight to US attorneys, including Jason Reding Quiñones, the United States Attorney for the Southern District of Florida, now running a grand jury out of Fort Pierce on the RussiaGate hoax.

Many of the players in that treasonous episode were involved in subsequent crimes against the nation: the 2020 election fraud; the Jan. 6 fed-provoked “insurrection” at the US Capitol; the fake House committee set up to pretend to investigate it; the Mar-a-Lago Raid; the multiple Trump prosecutions of 2024, the censorship campaign; and the manifold perfidious turpitudes of the “Joe Biden” administration, including the massive invasion of illegal immigrants.

It’s all going to come out now in one overwhelming puke-stream channeled into actual prosecutions. Only question is: will the massive revelation of truth prompt the millions of successfully brainwashed Americans to finally get their minds right over what has been perpetrated on our country?

https://www.zerohedge.com/political/overwhelming-puke-stream-its-all-going-come-out-now

NYPD new approach to stopping rampant shoplifting already paying off

 No more five-finger discounts.

The NYPD is beating back shoplifting — taking repeat offenders out of commission to help bring retail theft down by 20% so far this year, police officials told The Post this week.

NYPD Chief of Department Michael LiPetri credited the so-far successful citywide crackdown in part to changes in state law pushed by Gov. Kathy Hochul that allowed authorities to more effectively go after serial crooks. 

“Throughout the city, we are closing – which means making an arrest – just a few years ago, it was 40%.Now it’s on 50% [of cases]. So every shoplifting complaint that we take, we’ve made arrests on half of them,” LiPetri told The Post.

The NYPD stepped up its game to fight rampant retail theft in 2023 — and it’s paying off.Helayne Seidman

“That has really been a total game changer when it comes to recidivism, and also the businesses have gotten so much better by reporting.”

He said the action from Albany in 2024 — which permitted authorities to combine the values of goods stolen from multiple stores to slap on heavier charges and seek bail — has been a “total game changer.”

“Just a couple of years ago, 20% of individuals who committed a shoplifting offense got arrested with a new felony within 30 days or less,” he explained.

Now, just 13% of repeat offenders get re-arrested for a new felony in that same timeframe, LiPetri said. 

“We’re not looking to arrest individuals who are down on their luck and just went into a store randomly and left. We’re looking fully for recidivism to be dealt with,” he said.

NYPD Chief of Department Michael LiPetri said cops are taking a bit out of retail theft in the Big Apple.Lev Radin/Shutterstock

But the department’s tactic is “multi-layered,” the chief noted. 

“It’s not just one strategy. We implemented multiple strategies” — including beefed up street patrols in shoplifting hotspots that have cut retail thefts by more than 40% when cops are walking the beat.

“The community, the cops and the courts are all working together, and that has resulted in these dramatic increases,” Tom Harris, president of the Times Square Alliance told The Post.

“I used to get calls every day, every second day. [Now], I can’t remember the last call I got complaining about something from retailers,” Harris said Monday. 

“That, to me, is the definition of success.”

The city has seen nearly 3,000 fewer reported shoplifting incidents in the first quarter of 2026, with double digit declines in every single borough compared to the same timeframe in 2025, according to NYPD data.

As of Wednesday, a total of 12,607 retail theft incidents were reported to the NYPD, meaning the city is on pace for fewer than 44,000 total this year — compared to the 52,696 retail theft reports tallied in 2025.

It comes after retail theft surged during the COVID-19 pandemic, jumping a massive 64% from 2019 to 2023.

The pandemic-era surge ravaged stores statewide, including in New York City — leading to $4.4 billion in losses during 2022 alone, when shoplifting complaints surged to 63,000, a 45% leap from the previous year.

During the city’s shoplifting peak, the department investigated 17,112 retail theft cases in the first quarter of 2022, meaning the numbers so far this year mark a 26% decline. 

“Our retail theft initiative really started back in 2023, where we took a look at things and we just were not getting prosecutions that we were looking for when it came to recidivism,” LiPetri said.

NYPD Commissioner Jessica Tisch said the department is doubling down on retail thefts in eeh five boroughs.Andrew Schwartz / SplashNews.com

But thanks to the reforms passed as part of the 2024 state budget, the NYPD and Big Apple district attorneys have been able to collaborate on a winning strategy.

Authorities have taken advantage of changes in the law that allow cops to aggregate shoplifting incidents, so that thieves who used to get a slap on the wrist for stealing less than $1,000 worth of merchandise — a misdemeanor — can have the totals added up from different heists and face more serious grand larceny charges.

Cops are also now keeping better track of individual suspects, and also working with prosecutors to issue trespassing notices so accused thieves are barred from stores such as CVS and Duane Reade — and face additional charges if they run afoul of the court orders.

Those strengthened policies, as well as other changes that provided beefed-up protections for retail workers who get assaulted by shoplifters, have been helping keep career criminals behind bars, cops said. 

For instance, a suspect with more than 200 busts on his rap sheet, Laron Mack, was released after a petit larceny bust in 2023 — because the charge doesn’t qualify for bail under the state’s controversial 2019 criminal justice reforms — despite allegedly pinching from the same Manhattan Duane Reade at least a half dozen times.

Cops pointed to another accused recidivist thief, Raeed Clark, 41 – who has 85 arrests under his belt, 40 of them over the past two years – who is now staring down a potential jail sentence, authorities said. 

Clark, who is homeless, allegedly assaulted a worker at the Herald Square H&M store on Oct. 5, 2025 before making off with $75 in merchandise, police said. 

He’d previously been issued a trespass affidavit for repeated entries to the store – and he was slapped with robbery and assault charges under the strengthened protections for retail workers, police said.  

Some of the success also comes from good old-fashioned policing, like having cops walk the streets during the holiday season.

“We saw a 41% reduction in retail thefts … during the holiday seasons by putting officers on foot in large commercial strips,” LiPetri said, noting the effort stretched across the boroughs.

Target areas included Fordham Road in The Bronx, Main Street in Flushing, Queens and a stretch of 125th Street in Harlem — neighborhoods plagued by thieves in the past, the chief said.

NYPD Commissioner Jessica Tisch praised the results of the new approach.

“From everyday items like toothpaste and deodorant locked behind cases to small businesses struggling to stay open, last year, we applied a data-driven precision approach, identifying patterns, concentrating resources at high-propensity locations, and shifting from pass-through enforcement to sustained investigations,” Tisch said in a statement.

“The result was a 14 percent reduction in 2025,” the commissioner said. “And this year, we have doubled down and retail theft is down 20 percent citywide in the first quarter compared to last year, with double-digit declines in all five boroughs.”

https://nypost.com/2026/04/17/us-news/nypds-new-approach-to-rampant-shoplifting-paying-dividends-cops/

AI in medicine: a scoping review of the risk of deskilling and loss of expertise among physicians

 1, Pierre-etienne.heudel@lyon.unicancer.fr ∙ 2, ∙ 2, ∙ 1, ∙ 1,3,

Highlights

AI can erode physicians’ expertise; performance may drop when AI is removed.
Automation bias drives errors: clinicians may accept wrong AI cues or flip decisions.
Workflow shifts (e.g. fewer cases, AI training) can reduce hands-on learning.
Deskilling affects technical and cognitive skills, plus ethics and interpretation.
Mitigate with AI literacy, hybrid training, competence monitoring, and safeguards.

Abstract

Background

Artificial intelligence (AI) systems are increasingly deployed in clinical practice, particularly in radiology, pathology, endoscopy, and decision support. While these tools improve efficiency and accuracy, concerns have arisen about deskilling—the erosion of physicians’ expertise due to reliance on automation.

Materials and methods

We conducted a narrative review of empirical studies, randomized trials, and theoretical analyses published up to August 2025. The focus was on quantitative evidence of decreased performance following AI exposure, automation bias, and structural changes in training environments. Sources included PubMed, Embase, and gray literature.

Results

Evidence of clinical deskilling, though scarce, is consistent across specialties. In a multicenter randomized trial in colonoscopy, the adenoma detection rate (ADR) dropped significantly from 28.4% to 22.4% when endoscopists reverted to non-AI procedures after repeated AI use, while ADR remained stable with AI assistance (25.3%). In radiology, a controlled study of 27 breast imaging radiologists showed that erroneous AI prompts increased false-positive recalls by up to 12%, even among experienced readers. In computational pathology, experimental web-based tasks revealed that over 30% of participants reversed correct initial diagnoses when exposed to incorrect AI suggestions under time constraints. Structural deskilling has been reported in cytology following the UK’s transition to human papillomavirus primary screening, leading to an 80%-85% reduction in case volumes and consolidation of laboratories from 45 to 8 centers, with major implications for training capacity. Across domains, analyses confirm the presence of automation bias and highlight risks of diminished independent diagnostic reasoning.

Conclusions

Although limited in number, empirical studies consistently demonstrate that AI can inadvertently impair physicians’ performance or reduce opportunities for skill maintenance. Quantitative evidence of decreased diagnostic accuracy, error propagation, and training erosion underscores the need for longitudinal monitoring, adaptive curricula, and regulatory frameworks to mitigate deskilling. Safeguarding clinical expertise should be considered a central component of AI safety and resilience in medicine.