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Dartmouth Health launches virtual cancer support group for survivors
Online forum connects patients navigating life after diagnosis
Dartmouth Health launches virtual cancer support group for survivors
Online forum connects patients navigating life after diagnosis
France’s First Ebola Patient Has Recovered, Health Minister Says
A doctor who was diagnosed with Ebola in France last month after doing humanitarian work in the Democratic Republic of Congo has recovered and left the hospital.
Marshawn Lynch, Edgerrin James bring back Ice Bucket Challenge to support Chris Johnson after ALS diagnosis
Why you should wash new clothes before wearing; signs that you are aging well; effective leadership in health care; plus other stories with Vanderbilt Health sources
Jami Miller, MD, Professor of Clinical Dermatology, and David Gaston, MD, PhD, Assistant Professor of Pathology, Microbiology and Immunology, are quoted in a Southern Living piece about the importance of washing new clothes before wearing them. Dyes, chemicals, mold and bacteria are all potential troublemakers lurking around your new duds. Parul Goyal, MBBS, Associate Professor of Clinical Medicine, was quoted in a Huff Post story outlining signs that you are aging well. Tae Kon Kim, MD, PhD, Assistant Professor of Medicine, was interviewed by Healio for a story headlined, “Effective leadership in health care ‘starts with listening.’” AAMC News reporter Patrick Boyle interviewed Wes Ely, MD, Professor of Medicine and Critical Care, for a story about ICU delirium. PharmaVoice reporter Kelly Bilodeau interviewed Romney Humphries, PhD, Vice Chair and Executive Medical Director, Clinical Services, for a story about the CDC’s new data that shows an alarming increase in the prevalence of a gene that can make “nightmare bacteria” significantly harder to treat. American Community Media interviewed William Schaffner, MD, Professor of Preventive Medicine, for a piece about Ebola that was reused by several media outlets around the U.S., including The Mississippi Link. Stacie Dusetzina, PhD, Professor of Health Policy, was quoted by The Independent in a story about how Medicare will soon cover weight-loss drugs. Courtney Schadt, MD, Associate Professor of Dermatology, was interviewed by Tennessean reporter Beth Warren, about tanning safety and tanning fads circulating social media. WKRN News 2 interviewed Amanda Peltier, MD, Professor of Neurology, about the correlation between head trauma and ALS following the diagnosis of former Titans running back Chris Johnson.
9 Founders Who Turned Their Worst Moment Into A Business
Nine founders faced rock bottom, a death, a diagnosis, a war, a collapse, and built a business out of it. How they found strength when it felt furthest away.
Stomach bug causing explosive diarrhea. How to reduce your risk
In the past nine days, health officials have diagnosed more than 170 people with cyclosporiasis, a diarrheal illness. It is considered an outbreak.
Danny Glover Reveals Alzheimer’s Diagnosis on TODAY: EXCLUSIVE
The 79-year-old “Lethal Weapon” star shared with Lester Holt that he was diagnosed with the progressive neurodegenerative disease a few years ago.
Women with PMOS should have yearly NHS checks, says health watchdog
Despite affecting millions of women in the UK, PMOS is still under-diagnosed and inconsistently managed, say experts.
Women with irregular periods should be checked for PMOS, NHS says
Polyendocrine metabolic ovarian syndrome is underdiagnosed and inconsistenly managed, according to Nice
Generative AI chest X-ray models offer new approach to radiology reporting and quality improvement
While the technology remains investigational in many practices, researchers say it has the potential to improve diagnostic accuracy, streamline AI development and strengthen radiology quality assurance.
Rep. Tom Kean Jr. reveals depression diagnosis after 4-month absence
The speech came on the New Jersey congressman's first day back to work
Rep. Tom Kean Jr. reveals depression diagnosis after 4-month absence
The speech came on the New Jersey congressman's first day back to work
Watch: US congressman reveals depression diagnosis after absence
Tom Kean returned to Washington after a nearly four-month absence, speaking about his mental health struggles.
Kathie Lee Gifford admits she 'wanted to die' after misdiagnosis and multiple surgeries for chronic pain
Kathie Lee Gifford reveals she was misdiagnosed for a year and treated for a spinal issue before doctors discovered her hip had deteriorated to "ash."
Radiology providers must pay $7M, modify policies after breast cancer miss
Radiologist Henry C. Lusane, MD, with Acumen Medical Imaging, interpreted the scans, reporting the mass as benign, a mistake later leading to a terminal cancer diagnosis.
Former Tennessee Titans running back Chris Johnson reveals a devastating health diagnosis
Two-time All-Pro Chris Johnson reveals diagnosis at age 40.
Patrick Mahomes Shares Emotional Four-Word Message After NFL Legend’s Heartbreaking Health News
Patrick Mahomes was among the NFL stars sending support after Chris Johnson announced his ALS diagnosis. The post Patrick Mahomes Shares Emotional Four-Word Message After NFL Legend’s Heartbreaking Health News appeared first on HEAVY.
How Penn State Beaver is helping farmers respond sooner to animal health challenges
Penn State Beaver is helping strengthen animal health and agricultural resilience across western Pennsylvania through the Keystone Animal Diagnostic Center, which gives farmers and veterinarians closer access to critical and timely testing.
Titans Legend Chris Johnson Reveals Heartbreaking ALS Diagnosis
Former Tennessee Titans star and NFL great Chris Johnson shared his diagnosis publicly for the first time, hoping his story will inspire awareness, research, and hope for others battling ALS.
Former Titans running back Chris Johnson announces ALS diagnosis
Former Tennessee Titans running back Chris Johnson announced he has been diagnosed with amyotrophic lateral sclerosis, or ALS.
Former Titans star Chris Johnson reveals ALS diagnosis: 'I chose to fight'
Chris Johnson is one of nine players to rush for over 2,000 yards in a single season.
Doctors urge men to prioritize preventative care during Men’s Health Month
One in eight men will be diagnosed with prostate cancer in their lifetime, but many won’t know they’re at risk until it’s too late.
Efzimfotase alfa demonstrated improvements in bone health in treatment-naïve pediatric patients with hypophosphatasia achieving median difference of 1.67 vs placebo in RGI-C Score at week 25 in MULBERRY Phase III trial
Positive results from the MULBERRY Phase III trial showed that efzimfotase alfa (ALXN1850), an investigational enzyme replacement therapy, demonstrated a statistically significant and clinically meaningful improvement in bone health in children (2 to
Catherine completes Three Peaks Challenge to 'explore life beyond' cancer diagnosis
The Princess of Wales did the endurance event to raise awareness about "holistic healthcare" for cancer patients.
Florence community rallies for local business owner diagnosed with brain tumor, here’s how you can help
The Florence community held a fundraising event for a local business owner who was diagnosed with a brain tumor for the second time.
Your health insurer shouldn’t decide your treatment plan. That’s what your doctor (and possibly AI) should be doing.
With a digital health record, clinicians and AI-driven diagnostic tools would be able to see your full health history — and then make better decisions.
Gambling disorder diagnoses spike after states legalized sports betting
Researchers analyzed millions of electronic health records and found a major difference between states that greenlit sports gambling and those that didn’t.
Gambling disorder diagnoses spike after states legalized sports betting
Researchers analyzed millions of electronic health records and found a major difference between states that greenlit sports gambling and those that didn’t.
Can your smartwatch detect sleep apnea?
No smartwatch can actually diagnose sleep apnea, but some can track certain signs that might indicate you have the condition.
Fox News Star Sean Hannity Addresses Health Diagnosis After Viewer Concerns Over "Raspy Voice And A Puffy Face"
Fox News Star Sean Hannity Addresses Health Diagnosis After Viewer Concerns Over "Raspy Voice And A Puffy Face"
CHI Health debuts new orthopedic center in west Omaha
CHI Health is transforming its orthopedic care. On Wednesday, the organization broke ground on their new Lakeside Hills center. This will support patients from their initial diagnosis to recovery.
This startup is using AI to close gaps in women’s healthcare
Xella Health’s precision health platform combines biomarker testing, clinical guidance, and AI analysis to help women get earlier answers about hard-to-diagnose conditions.
Researchers develop new 'emotionally aware' model for classifying mental health conditions
Researchers have developed a new "emotionally aware" AI-based model for classifying mental health conditions, which could help clinicians better diagnose patients' mental health conditions. The Emo-MHC ...
1 in 3 Americans use chatbots for health advice. These 6 patients explain why.
Chatbots fueled by AI bear disclaimers saying they cannot dispense medical advice or diagnose conditions, but they still field millions of queries.
View: The rise of identity politics
Éric Zemmour’s diagnosis is not the standard analysis of why centrist leaders everywhere have grown so profoundly unpopular.
Lives are being ruined by undiagnosed hypermobility and lack of treatment
Letters: Ignorance around hypermobile Ehlers-Danlos syndrome is a public health catastrophe, say readers in response to an article on how sufferers have to wait 21 years for a diagnosis
Jeremy Clarkson in remission from prostate cancer
The 66-year-old announced the positive news days after he shared his "aggressive" cancer diagnosis.
Success via SNF mental health assistants: How one provider slashed antipsychotics use, bad behavior and hospitalizations
One of the nation’s largest nursing homes is expanding its behavioral health initiatives, offering important insights for caregiving as providers nationwide admit more patients than ever with serious mental illness or other complex diagnoses.
Breakthrough Science Meets Market Skepticism: Insight Molecular Diagnostics Inc. (IMDX)’s Defining Moment
Insight Molecular Diagnostics Inc. (NASDAQ:IMDX) is one of the high-growth micro-cap stocks to buy now. On June 11, Insight Molecular Diagnostics Inc. (NASDAQ:IMDX) announced the online publication in the American Journal of Transplantation of new data demonstrating the statistical superiority of its flagship GraftAssure transplant rejection monitoring assay. The study showed that the novel GraftAssure […]
A brain-computer interface has, for the first time, restored fluent everyday speech to a person who had lost it — a man with ALS who had not spoken aloud in years until a small implant from the BrainGate clinical trial began translating his attempts to speak directly into computer-synthesised words, in a result researchers reported in June 2026
Casey Harrell can now talk for twelve hours at a stretch. Two years ago, he could not talk at all. The ALS he was diagnosed with several years earlier had progressively destroyed the motor neurons controlling the muscles of his face and throat, leaving him with the symptoms doctors call dysarthria and, eventually, anarthria — […]
The Healthcare Leaders Shaping Tomorrow – and the Challenges Facing Them
Healthcare innovation is advancing at a pace few could have imagined decades ago, from gene-editing therapies and lifesaving vaccines to artificial intelligence systems that could transform how doctors diagnose and treat disease. But at a time of unprecedented scientific progress, industry leaders ...
Focus on Prevention to Solve the Pediatric Mental Health Crisis
Pediatric mental health facilities are chronically understaffed and underfunded, so focusing on prevention is critical to solving the mental health crisis. And that means targeting technological advances, better mental health education and early diagnosis, industry leaders say. As part of the U.S.
One in Three Middle-Aged Adults Struggle With Basic, ‘Everyday’ Health Tasks
One in three middle-aged American adults ages 35 to 64 cannot consistently read prescription instructions correctly, understand medical forms or recall details from doctor visits involving chronic condition diagnoses, according to a recent study.
Corey Feldman Reveals 'Misdiagnosis' After Medical Emergency on Flight, Says He Actually Had Food Poisoning
The actor reassured fans two days after he was met by paramedics at LAX after falling ill on a flight
Corey Feldman breaks silence, reveals medical 'misdiagnosis'
Corey Feldman is speaking out and clarifying his medical emergency.
'Top Gear' star Jeremy Clarkson reveals 'aggressive' cancer diagnosis after health scares
Jeremy Clarkson reveals he is battling aggressive but early-stage prostate cancer in the final two episodes of "Clarkson's Farm" season five.
Allegheny Health Network helps cancer patients know they're not alone
When you hear you're diagnosed with cancer, it can be overwhelming. It can leave questions, anger and a feeling of seclusion.
Lil Nas X shares mental health update
Lil Nas X tells fans he's "doing better and creating freely" after his 2025 arrest and bipolar diagnosis.
How surviving leukemia changed Duke Health CEO's approach to patient care
A life-threatening leukemia diagnosis forced Dr. David Zaas to experience healthcare from the other side of the hospital bed. Now, the new Duke University Health System CEO says those lessons are guiding his approach to patient care and the future of Duke Health.
Jeremy Clarkson, ex-’Top Gear’ host, says he has ‘aggressive’ cancer
(CNN) — Jeremy Clarkson has announced that he has been diagnosed with an “aggressive” form of cancer.
Jeremy Clarkson reveals ‘aggressive’ prostate cancer diagnosis during ‘Clarkson’s Farm’ episode
The British television presenter said the disease had been found early.
Early-Onset Cancers Are On The Rise. Knowing Your Family History Is Crucial.
By Cara Anthony and Blake Farmer - Nashville Public Radio and KFF Health News HealthDay ReportersWEDNESDAY, June 17, 2026 (HealthDay News) — Bryce Ramsey of Madison, Mississippi, was 33 when she was diagnosed with colorectal cancer. Upon noticing blood in her stool, she blamed the hemorrhoids she’d developed after delivering her son eight years earlier. Ramsey didn’t initially link her symptoms ...
Mental Health Can Complicate Family Planning
Five stories show the hurdles that people with psychological diagnoses face when considering parenthood.
Corey Feldman diagnosed with 'really bad case of food poisoning,' released from hospital after mid-flight medical emergency
'Stand by Me' actor Corey Feldman has been released from the hospital following a mid-flight medical emergency on a flight to Los Angeles.
Corey Feldman shares health update, diagnosis after hospitalization
Corey Feldman received a diagnosis after spending the night at a hospital due to a medical emergency he'd experienced on a flight.
Adaptive plots splitting Pfizer-partnered drug discovery unit from diagnostics business
Adaptive Biotechnologies is planning to separate its drug discovery and diagnostics businesses,
Lance Bass on Having Type 1.5 Diabetes, Being Misdiagnosed, and Taking Control of His Health
In a new interview with Health, the former NSYNC singer opens up about the frustration of incorrectly treating type 2 diabetes for years and how he's currently managing his true diagnosis.
Radiology Partners affiliate inks in-network deal with Anthem Blue Cross
The deal is with Golden State Imaging Associates, which serves Southern California, providing 24/7 diagnostic and interventional services to hospitals and other referrers.
Amid confusion over Pfizer's emergency penicillin program, newborn is diagnosed with preventable syphilis
Congenital syphilis should be preventable. An Arizona case shows how drug shortages and procedural hurdles are fueling a growing public health crisis.
From PCOS to PMOS: New name reflects women’s metabolic health
Global multidisciplinary health professionals and organizations have updated the name polycystic ovary syndrome (PCOS) to polyendocrine metabolic ovarian syndrome (PMOS), arguing that the former is “inaccurate.” They critique that the old name implied greater focus on pathological ovarian cysts, contributing to slower diagnosis, stigma, and limited research and policy framing for the 170 million women living with the condition.
UK hypermobility sufferers wait up to 21 years for diagnosis, study suggests
Awareness of disorders such as hypermobile Ehlers-Danlos syndrome is low among British healthcare professionals
Health officials warn of possible measles exposure at SFO, San Jose locations
Santa Clara County health officials are urging the public to monitor for symptoms after a resident diagnosed with measles traveled through SFO and visited two San Jose businesses while contagious.
Health officials warn of possible measles exposure at SFO, San Jose locations
Santa Clara County health officials are urging the public to monitor for symptoms after a resident diagnosed with measles traveled through SFO and visited two San Jose businesses while infectious.
ABC New York's Bill Ritter reveals Alzheimer's diagnosis on air, steps down from anchoring: ‘My life has taken a turn’
Bill Ritter announced he was stepping down from anchoring duties for ABC New York and revealed on air that he has been diagnosed with Alzheimer's: 'My life has taken a turn.'
Shohei Ohtani leaves game with injury, Dodgers announce initial diagnosis
Los Angeles Dodgers star Shohei Ohtani was well on his way to a third consecutive National League MVP award on June 11 when he left a game against the Pittsburgh Pirates with an injury. Ohtani left the game with left…
One in three middle-aged adults struggle with basic, ‘everyday’ health tasks
Patients had trouble reading prescription instructions, recalling details about new diagnoses
CALL UP: How Utah’s Psychiatric Consultation Program Expands Access to Mental Health Care
Utah’s CALL-UP psychiatric consultation program connects providers to mental health specialists, improving access, diagnosis, and treatment statewide.
The science of seeing inside explosions
During the Manhattan Project, Los Alamos scientists needed a diagnostic tool. Like an x-ray confirming a broken leg bone, the researchers wanted to be able to see into the smoke cloud of detonation products. They needed to verify that the implosion remained symmetric to ensure an efficient detonation. Although it was a time when scientific breakthroughs came quickly, this challenge stumped them, and their initial efforts to use x-rays to visualize the event were limited.
Why AI Is Creating New Cybersecurity Risks For Healthcare
AI is helping hospitals improve diagnostics and patient care, but it's also giving cybercriminals new tools to target healthcare systems.
Doctors Should Do More Screening for Excess Body Fat and Its Health Risks
Nearly 90% of Americans meet the criteria for CKM syndrome. New guidelines have been issued for diagnosing and treating the disorder.
UToledo Health Now Offering FDA-Approved Infusion Therapy to Help Slow Early Alzheimer’s Progression
Kisunla targets amyloid plaques associated with Alzheimer's disease and is available to eligible patients with early symptomatic diagnoses.
Star Trek star's family awarded $13M in heart failure malpractice case
Nichelle Nichols, who played Lt. Uhura in Star Trek, died from undiagnosed and untreated heart failure after seeking medical treatment.
We can create the future of science right now
Paul Litvak is the founder and Executive Director of the Robyn Dawes Institute and a Visiting Scholar at UC Berkeley. He has a PhD in Behavioral Decision Research from Carnegie Mellon where he studied emotions and the sunk cost bias. Over 15 years in industry, he solved a wide range of challenging technical problems. At Meta he created models optimizing the ad review process. At Google he ran experiments to measure social influence. At Airbnb, he was a product manager leading machine learning teams optimizing search ranking and price suggestions. He also co-founded and led product at Rhythmic Health, a venture-backed biosensing startup, creating an accurate low cost system using a color changing strip and a smart phone to measure salivary lactate. The bottleneck At this point, it is uncontroversial to say that science needs to stop using the PDF article as the unit of knowledge and currency. The unbearable slowness of scientific publishing, the profit motive and margins: I’m not saying anything new. The PDF also sucks because it’s hard to extract structured information, which makes it hard to do evidence synthesis. As a result, we do much less evidence synthesis than is needed. And evidence synthesis ultimately undergirds most policy and medical decision-making. I can see second-by-second real-time odds for any sporting or newsworthy event, but a school board can’t see the best evidence on whether their 8th graders should be taught algebra. As a society, we don’t treat this as an important problem. Again, not controversial. Not only is the problem well understood, but the solution has already been laid out. What we need is AI-assisted living evidence synthesis - (1) an open knowledge graph of atomic claims, (2) claims linked to evidence, (3) assessment and synthesis of each piece of evidence, and (4) continuous updating with new data. What few realize (yet) is that the technical capacity to build this vision for a significant portion of science already exists. Not only that, scientists and startup teams are already building many of these components. I know this because I’ve been surveying the space and talking to many of the builders. There are some missing pieces: for example, evaluations of how well some of the components work. But at this point, most of what’s missing is a fully end-to-end working integration of all of these parts. In the rest of this essay, I’m going to lay out all the parts of a working living evidence layer for science and who is working on them, and propose concrete next steps for building this system. What’s now possible The diagram above outlines the components of a living evidence synthesis platform, including some of the teams working on each component1. Scientific PDFs are processed into claims with associated evidence. The evidence is subjected to a forensic audit, methodological evaluation and robustness and reproducibility checks. Finally it’s given a weight in a continuously updating synthesis. What follows is a description and status of each component and a few of the teams working on them. Document understanding The first thing you need to be able to do is turn an article into structured data. Mostly that means parsing PDFs. There are often multicolumn layouts that confuse non-specialized PDF to text processing libraries. For scientific papers, there is the added complexity of parsing formulas and tables and figures. This is a really hot area - there are startups offering APIs, and it seems like a new open source package gets posted to Github every few weeks. What follows isn’t exhaustive. A package called GROBID was the state of the art for a while, they didn’t update their package for nearly two years until very recently. In the meantime reducto.ai released an AI powered PDF extraction API, PaddleOCR became popular, IBM released a model called Docling, and both Mistral and Gemini created models and libraries. I also know of at least one other well-funded psychology research group working on a paper parser. By contrast, there are few open evals in this space, with no extensive evals for complex table comprehension in particular. Nonetheless, I’m confident this will be a solved problem soon, given the combination of LLM advances and developer interest. Hypothesis level extraction There has been increasing interest in comprehending the extracted text of papers and linking information to evidence for each hypothesis. A lot of work has already been done. Trialstreamer (Marshall et al. 2020) and RobotReviewer LIVE (Marshall et al. 2023) demonstrated automated extraction of trial population, intervention, and outcome at scale on clinical RCTs. PaperQA2 (Skarlinski et al. 2024) and Ai2 ScholarQA (2024) extended this to retrieval-augmented question answering with citation grounding. Elicit, Consensus, and SciSpace operationalized claim-level extraction for end users. OpenEval (Booeshaghi et al. 2026) is the most recent and most ambitious: 1.96 million atomic claims extracted from 16,087 eLife manuscripts using Claude Sonnet 4.5, grouped into ~299,000 results, with LLM evaluations showing 81% agreement with human peer review on a 2,487-paper subset. None of these solutions link claims to test-statistics, as you would need to evaluate randomized controlled trials. This is why I built the evidence.guide API - to extract hypotheses and associated test statistics from behavioral science papers. The best public eval of this kind of extraction I’m aware of comes from the recent SCORE project - they had humans code thousands of psychology papers to extract their claims by hand. It would be extremely helpful to the world if all scientific PDFs were available as structured open data. I’ve been working to make this happen, both directly at Berkeley and through coordination with large entities I can’t yet speak of; as hard as it is to do, I think it’s possible2. Forensic audit A lot of work has been done on forensic audit, but some gaps remain. Of course, for biology papers that rely on images for evidence, there are a variety of tools (notably Proofig and ImageTwin) to spot anomalies. These are still well short of what sleuths like Elizabeth Bik can do on her own, but these tools are constant companions among fraud analysts. There’s someone working on auditing Excel files for anomalies, and a number of teams are automating numerical checks like GRIM and SPRITE, including Scrutiny project, the INSPECT-SR team as well as statcheck. The regcheck team is building a way to use AI to compare preregistrations to analyses in papers, to ensure there aren’t significant deviations. Nonetheless, there are many other kinds of anomalies to screen for, both public and less publicly known. And there are no formal evals for anomaly detection that I’m aware of. Still, there’s a lot to draw from in this space and I’m pretty certain we will be able to scan papers for most kinds of obvious anomalies in the near future. Methodological review This area has been white hot, though I fear for many of the startups in this space, because this capability may become commoditized. There are at least six different AI peer review companies, including Refine.ink, Reviewer3, ReviewerZero.ai, Q.E.D. Science, Paper Wizard, and Isitcredible. Coarse (a pun on refine) was also recently created as an open source alternative. These systems provide qualitative feedback on the content of papers, spotting methodological weaknesses and mathematical errors. They seem to work pretty well, and many academics report bitterly that they exceed the average quality of typical peer reviewers. But there are few evals here either. What evals exist so far involve using LLM-as-judge (circularity problems abound) or comparing against human reviews of questionable quality. What you’d ideally want is an eval that measures capturing known errors in papers3. Reproducibility and robustness Another active area has been using AI agents to automate computational reproducibility4 and robustness5 checks in papers that report numerical results. For more recent papers where data and code are available, AI agents can see whether they can re-run the analyses and produce the numbers reported in the published paper. In addition to a handful of individual academics who have been experimenting using Claude Code for this, the Institute for Replication is a leading group working on building an end to end system. The evals related to this problem are the most mature, with CORE-Bench (Siegel, Kapoor, Narayanan 2024) and PaperBench (OpenAI 2025) available to benchmark agents on this task. There is also work on getting AI agents to test alternative ways of analyzing the data to ensure the results are robust to small analytic design choices. Synthesis This is the most underdeveloped area where significant investment is required. Although some automated evidence synthesis systems exist — for example, otto-sr is building an AI agent to write systematic reviews — none of these incorporate the full range of paper level signals to weight evidence appropriately. Nor is there anything like an eval or a gold standard for a good systematic review. Arguably Cochrane reviews are the closest we have to gold standard human systematic reviews, though I’ve heard academics in the know complain about their uneven quality. A key question for a synthesis platform is how to weight anomalies and methodological issues in assessing the quality of a piece of evidence. This is an unsolved problem and one I’m very keen to work on. Continuous updating There are many pieces of basic infrastructure available for monitoring for new research and initiating updates. OpenAlex is the current open citation graph. Retraction Watch integrated into Crossref in October 2023. Scite tracks how citations support, contrast, or mention prior claims. The Living Evidence Network demonstrated continuous-update workflows in clinical guidelines. Engineering this is a relatively straightforward task. When you look over this technical architecture and all the progress being made, it’s hard not to be optimistic that a living guide to scientific evidence will be built. The stakeholders are ready The social infrastructure for this is starting to coalesce — it’s not just a pie in the sky academic exercise to imagine this coming into existence. Institutions like the Center for Open Science, the Institute for Replication, the INSPECT-SR, the Living Evidence Network and more are all working on scaling work to improve research quality. Funders are also aligned. The Sloan Foundation has funded living evidence work through COS. Coefficient Giving supports the Institute for Replication and COS. The Astera Institute and the Institute for Progress have shown interest in this space. NIH has established an Office for Replication and Reproducibility. Although there are (very unfortunately) serious headwinds in science funding generally, there is an active group of funders interested in metascience. A brief word about what I’ve been doing at RDI. First, as a Visiting Scholar at Berkeley I’ve been actively figuring out how a non-profit and a public university can conduct and make public the results of large-scale academic article data mining. With some of the money I raised from donors, I commissioned a legal analysis of recent case law and publisher text data mining (TDM) agreements in order to understand whether a massive open data mining of academic articles is possible (with caveats, it is). I’ve also been working to bring together stakeholders in this space, and identify gaps. I’ve also been doing some software development in this space, with more to come. A pilot proposal The assumption undergirding all of this is that an AI, given all this information, would make the right judgment about a scientific claim with lots of conflicting evidence, weighing all the factors appropriately. That’s the hypothesis we need to test. Randomized control trial research is the best place to focus on first. RCTs are used to make many of the important decisions in society - from medical trials to public policy changes. And they use a relatively uniform set of inferential statistics with lots of known and available diagnostics. Behavioral science experiments, within the broader realm of RCTs, should be first used as a testbed whose results can be generalized. Because behavioral science is at the vanguard of open science practices, replications abound (there are thousands of them) to serve as ground truth training data. Key Hypothesis Therefore the pilot would test, in behavioral RCTs that have been replicated, whether the quality of evidence for a claim can be used to accurately predict whether that claim will replicate. Secondary Hypotheses Compared to claims that replicated, non-replicated claims demonstrate a greater share of forensic anomalies in their source literatures. Hypothesis level claim and statistic extraction is accurate enough to scale living evidence without onerous human review costs. Replication prediction is more accurate than prediction markets6 or journal prestige. If all the different quality signals we gather do accurately predict which studies will replicate, then we can use that model to score evidence to power the living evidence layer. Why this is informative regardless of outcome If the pilot succeeds, the architecture extends to medical RCTs (where Living Evidence already operates and integration is mostly about claim representation), then to slices of basic biology with stable replication structure. If it fails, the field learns which quality signals are load-bearing and which ones metascience has oversold. Either result is a contribution to knowing what the literature supports. Implications for funders Because this burgeoning ecosystem of builders already exists, a well-informed philanthropic or government funder could play a crucial catalyzing role in bringing this future about. They could play at least three roles: creating open structured datasets, publishing open benchmarks and incentivizing the solving of key technical challenges. First, open archives of papers that the government maintains, like PubMed, could be turned into structured data amenable to large scale metascience and claim aggregation. I know the US government already has an interest in doing this, though some key open questions remain unanswered. How do you determine the best models and systems for accurately extracting information from papers? How can you establish a robust way to allow researchers to flag errors and correct them? And finally, how do you create a legal regime in working with publishers to maximize the scope of available papers? For the latter, a university or a private philanthropy may be better positioned to make structured data publicly available under journal subscription terms or fair use. Philanthropists or government funders could also coordinate to create or commission benchmarks that evaluate whether important problems have been solved. For example, an open benchmark for claim extraction from a range of different scientific article types would be extremely helpful. Ensuring the underlying data are accurate is vital for creating these evaluations. I’ve discussed opportunistically using various human-created datasets for this purpose, but a consistent problem is that errors in human data make it difficult for them to serve as a gold standard. Finally, with structured data and benchmarks available, the government or private philanthropy could use them to incentivize groups to develop machine learning systems that meet these benchmarks. Prizes are one potentially valuable tool for this. For example, you could establish a prize for a system that accurately updates a living meta-analysis for a small set of claims. Prizes are particularly useful as signals of problem importance, and can help create vibrant ecosystems of public and private research—see, for example the role the government played in kickstarting the current work on nuclear fusion. Conclusion The drawbacks of the current scientific publishing system are known. Scientists agree, metascientists agree, philanthropists agree: the published PDF plus citation graph isn’t the right substrate for maintaining a representation of the evidence base in science. The pieces needed to build the alternative either already exist or are rapidly taking shape. The community is forming around exactly this problem, with concrete partnerships and shared infrastructure. A pilot should start on behavioral science RCTs because that’s the slice of empirical science most amenable to legibility, where replication ground truth is richest, and where the failure modes are best documented. What’s been missing is the galvanizing mission to assemble these pieces into something that works. That’s what I’m proposing to build. *** 1 I have a broader field map that I’ll release publicly soon. This is me, building in public! 2 If this is something that you are excited about, please reach out and talk to me. 3 More on this very soon too! 4 This tests whether, given the code and the data, you can get the same statistics as reported in the published paper. 5 This tests whether the results are the same as a paper’s given alternative analytical decisions in conducting the analysis (like outlier omission). Closely related is the idea of a “multiverse” where you come up with many different ways of answering the same underlying research question with the same data, and test whether the results hold in all those alternative methods. There’s been work on the latter as well. 6 Some of the replications, e.g. those from the SCORE project, had paired the experiments with forecasts from prediction markets. So we get to look at this for free.
Dr. Andrew Parsons: Dr. ChatGPT is getting remarkably good at diagnosing health problems — but actual doctors are still better at weighing treatment options
A father is worried about his toddler, who has been running a fever for two days and pulling at one ear. A 65-year-old woman has been getting winded on her morning walks and feeling more fatigued than usual. Both reach for their phones and type their symptoms into an AI
AI is getting remarkably good at diagnosing health issues, but doctors are still better at weighing treatment options
Knowing what ails a patient is necessary but not sufficient for determining how to care for them. And how to manage a patient is a complex question.
Rockies' Zach Agnos: Takes loss Saturday
Rockies' Zach Agnos: Takes loss Saturday
New study casts doubt on reliability of mental health diagnosis interviews
Diagnostic interviews seen as ‘gold standard’ vary in reliability from condition to condition, study says
Yankees to call up top prospect following Aaron Judge injury
The New York Yankees are turning to one of the organization’s most exciting young talents following the devastating injury news surrounding Aaron Judge. With Judge heading to the injured list after being diagnosed with a fractured rib, the Yankees have…
State health officials investigate possible cancer cluster at Uxbridge High School
Massachusetts health officials are investigating a possible cancer cluster at Uxbridge High School after several teachers were diagnosed with breast cancer.
WA doctors were sent for mental health help. It hurt their careers
Two former UW Medicine residents allege in a recent lawsuit that a physicians health program misdiagnosed them and threw their careers off track.
Opinion | Melinda French Gates: America Needs a Menopause Revolution
Too many women walk out of their doctors’ office with no diagnosis, no treatment and no plan.
Private equity firm acquires Heritage Imaging
ACP Partners is buying the Boise, Idaho-based mobile diagnostic imaging provider for an undisclosed sum, planning to pursue further add-on deals.
Teddi Mellencamp reveals emotional health update on cancer battle
Teddi Mellencamp was diagnosed with stage 4 melanoma in 2022, and by 2025, the cancer had metastasized to her lungs and brain.
Study finds link between neighborhood opportunity and mental health-related hospitalizations in youths
The study, published in the journal Psychiatric Services, is the first to examine relationships between neighborhood opportunity and specific mental health-related diagnoses and hospitalizations at a population level.
Several female teachers at Uxbridge High School diagnosed with breast cancer in recent years
Specialists are also reviewing the cases to “assess the statistical likelihood of common causes,” officials said.
International medical graduates represent nearly 25% of diagnostic radiologists in US
Recently policy changes under the Trump administration "highlight potential vulnerability in relying on this as a supply of radiologists," experts write in Academic Radiology.
Red Sox's Garrett Crochet: Diagnosed with low-grade strain
Red Sox's Garrett Crochet: Diagnosed with low-grade strain
Tuberculosis test may improve diagnosis
Researchers found that a new portable diagnostic test for tuberculosis produced rapid and accurate results.
Trump taps Bill Pulte as acting national intelligence director
He replaces Tulsi Gabbard, who resigned last month after revealing her husband's cancer diagnosis
Christopher Gasper, Boston Globe columnist and sports radio host, shares prostate cancer diagnosis
Boston sports media personality Christopher Gasper said he is preparing to undergo surgery for prostate cancer.
Everyday task may help detect early dementia signs before diagnosis, study finds
Scientists have discovered that a simple writing test could detect cognitive impairment in older adults before more serious symptoms develop.
Kevin Keegan confirms stage four cancer diagnosis as England legend issues health update
Kevin Keegan publicly shared details of his stage four cancer diagnosis during an appearance in Newcastle, as the Magpies sent their heartfelt support to their former manager
Kevin Keegan reveals stage four cancer diagnosis
Former England and Newcastle manager Kevin Keegan has revealed he has stage four cancer.Keegan twice took charge of Newcastle during his coaching career, also managing Fulham, Manchester City and England.
Jill Biden Defends Backing 2nd Term for Joe Biden: ‘Had to Be His Decision’
The former first lady also gave an update on the health of the 83-year-old former president after his prostate cancer diagnosis.
Life Sciences Investment Opportunities Accelerate as AI and Genomics Drive $200+ Billion Market Expansion
“Covering more than 25 recently published reports, the review provides a consolidated view of growth opportunities across healthcare technologies, biologics, diagnostics and therapeutic markets.”Boston, June 01, 2026 (GLOBE NEWSWIRE) -- The global life sciences industry is experiencing unprecedented growth momentum across multiple therapeutic and diagnostic segments, with cumulative market opportunities exceeding $200 billion by 2030, according to BCC Research's latest comprehensive analysis. Th
Veterans face surprising threat after cancer diagnosis, study reveals
A new JAMA Oncology study finds veterans with cancer face elevated suicide risk that can persist for up to five years following their diagnosis.
Women hope renaming PCOS health condition could help millions of women worldwide
Rochelle Lewis is among more than 170 million woman globally to be diagnosed with PCOS.
Madison market spotlights artists with mental health diagnoses
MADISON, Wis. — For the fourth consecutive year, a local craft market sent a powerful message: you are not alone.
Hopes £25m health hub will bring trade boost to Plymouth traders
The Community Diagnostics Centre in Plymouth's West End is due to open on 23 June.