These goggles have an excellent display, solid metric tracking, and an open-water “SwimStraight” feature. But the real smart tech requires a subscription.
These goggles have an excellent display, solid metric tracking, and an open-water “SwimStraight” feature. But the real smart tech requires a subscription.
HP’s OmniBook Ultra 14 is one of the best alternatives to the MacBook Air you can buy right now, and it’s more affordable than many of its Windows competitors.
The 1 VIII doesn’t look much like any Xperia that’s come before.
The Xperia 1 VIII marks an attempt at a step change for Sony's flagship phone line. Not only has it had an aesthetic overhaul, but Sony has also revamped the camera system, dropping the continuous optical zoom telephoto that's defined the last four generations of Xperia phone.
It's not all different. Sony staples like a 3.5mm headphone jack and microSD card slot remain, and a few specific design touches, like a thick front bezel that fits stereo speakers, have stayed intact. Sony's ambitious pricing hasn't changed either: The Xperia 1 VIII isn't launching in the US, but in the UK and Europe, it starts from £1,399 / €1,499 (about $1,850), r …
Widow's Bay, the delightfully eccentric new comedic horror series from Apple TV, is easily one of the best new series of the year. There's a reason everyone from Guillero del Toro and Ben Stiller to Damon Lindelolf (Lost) is raving about the show. It's an eminently binge-able, addictive series that pays tribute to all the classic horror tropes while reinventing them in surprising ways. Think Stephen King meets Parks and Recreation, with a dash of Twin Peaks—except Widow's Bay is very much its own refreshingly original beast.
(Some spoilers below but no major reveals.)
Tom Loftis (Matthew Rhys) is a widower and mayor of Widow's Bay, a quirky little seaside town that has a colorfully bizarre history marked by periodic tragedies. Tom is eager to elevate the town into a trendy summer tourist destination. But the arrival of New York Times travel writer Arthur Lloyd (Bashir Salahuddin), who has the clout to make Tom's aspirations for Widow's Bay come true, coincides with the onset of a mysterious fog. Local resident Wyck (Stephen Root) warns Tom that the fog is an omen that the island is "waking up," meaning more supernatural occurrences are bound to happen.
I can't remember the last time I got excited about a fan. Normally, I just buy whatever Vornado or Dreo model fits my budget, but that was before I started testing the battery-powered Standing Circulator Fan from SwitchBot.
As the name indicates, the SwitchBot fan is a 3D circulator - a fancy way of saying that it can tilt up, down, left, and right to push a decent amount air around a room. It looks okay, despite all the plastic, is relatively quiet, runs for hours on battery, has an integrated nightlight, transforms from a desktop to standing fan in seconds, and works on its own or as part of a smart home. There's a lot to like here.
The Strato E player (here with a Mini Terra Prime server on top of it) is smaller than a Blu-ray disc collection, but you can get a lot of 4K discs for $3,000.
We've lost something in the past 15 years. Netflix, Amazon, Disney, Apple; they've all convinced us that streaming is the best way to watch movies and shows at home. With everything at our fingertips, there's no need to run to Blockbuster for the weekend's entertainment, or wait for a DVD rental to arrive in the mail. And going to the movie theater is a luxury - one that keeps getting more expensive.
But we were, all of us, deceived. We traded quality for convenience. And while TVs have improved drastically, we feed them inadequate, bitrate-starved, internet-throttled streams that won't let our fancy screens show their full potential. Blu-r …
The Frame Pro 2026 benefits from meaningful tweaks. AI audio and picture tuning work in tandem with a new anti-glare coating to deliver impressive benefits.
These keyboards stand alone. Complex. | Photo: Antonio G. Di Benedetto / The Verge
Anime collaborations are everywhere, from Gundam watches and Naruto nights at Major League ballparks to justaboutanythingEvangelion. But these Ghost in the Shell keyboards from Iqunix are some of the coolest examples I've seen of anime-inspired everyday tech. They look sick and they type and play great. At $249 they're a hefty upcharge over the regular $169 version, but that's still a decent price for such excellent build quality and unique designs.
The standard Iqunix EV63 that the Ghost in the Shell Edition is based on is a 65-percent Hall effect keyboard aimed at gamers. It's got a compact layout, an 8,000Hz polling rate, and ultra-se …
Cinema Fantasma’s wildly imaginative, hand‑crafted gothic fable more than lives up to its status as Mexico’s first stop‑motion feature—and it’s streaming on Netflix.
Systematic Reviews and Meta-Analyses Face a Data Transparency Crisis Impacting Healthcare and Policy
Systematic reviews and meta-analyses occupy a cornerstone role in modern healthcare research by aggregating data from multiple studies to distill the most robust evidence possible. Their findings inform clinical guidelines, shape public health policies, and direct future research priorities. Yet, despite their importance, a troubling crisis in data transparency threatens to erode the reliability of these comprehensive syntheses. Recent research from Karolinska Institutet sheds new light on this issue, revealing that limited access to underlying raw data severely undermines the trustworthiness of meta-analytical conclusions, with potentially profound implications for healthcare decision-making.
Meta-analyses are designed to combine data across various independent studies, increasing statistical power and improving estimates of treatment effects or associations within populations. Ideally, such analyses rely on access to raw participant-level data, which allows for complex and nuanced re-analyses that can account for heterogeneity, detect biases, and evaluate assumptions. However, researchers frequently find themselves constrained by incomplete, aggregate-level summaries published in original study reports. This forces analysts to perform calculations and imputations on limited detail, often based on unverified assumptions, which can skew the meta-analytic results in subtle but consequential ways.
The problem of withholding or failing to share raw data remains pervasive despite clear mandates from many scientific journals and funding agencies that promote open data as a standard for transparency and reproducibility. Studies have repeatedly documented a discrepancy between researchers’ stated intentions to share data and the reality of actual data availability. Researchers committing to data sharing during publication seldom follow through, leaving meta-analysts reliant on summary statistics, which inherently lack the granularity needed to fully validate or challenge reported outcomes. This shortfall reverberates through the entire evidence synthesis process.
In a policy forum article featured in PLOS Medicine, Saul Martin Rodriguez and colleagues at the Department of Laboratory Medicine, Karolinska Institutet, systematically explore the ramifications of this data transparency gap. They caution that the inability to access full datasets produces opaque analyses that complicate efforts to verify findings, reproduce studies, or understand underlying methodological nuances. These barriers undermine critical scientific values—reliability, transparency, and verification—and potentially distort clinical and policy decisions that depend on synthesized evidence.
Historical precedents illustrate the danger of insufficient data access. The researchers specifically highlight hormone therapy for menopausal women, a high-profile instance where early meta-analyses, based on limited shared data, initially obscured risks associated with treatment. Only when detailed patient-level datasets eventually became available did the scientific community obtain a clearer, more accurate picture of the therapy’s adverse effects. This breakthrough recalibration led directly to amended medical guidelines, demonstrating how transparency can correct flawed understandings and safeguard public health.
Addressing the transparency crisis requires not only technical mandates but also cultural transformation within the research community. Enforcement of data sharing policies must be designed with consideration for ethical and legal constraints, such as patient privacy and intellectual property concerns. Moreover, the authors insist that transparency initiatives go beyond administrative checklists to fostering an environment where sharing data is recognized as a fundamental responsibility integral to research integrity.
Martin Rodriguez emphasizes that beyond the mechanics, transparency is a manifestation of scientific accountability. The trustworthiness of research—and by extension public trust in science—depends on open access to the underlying evidence. When data remain inaccessible, confidence erodes, and the risk of misguided healthcare interventions increases. Increasing openness mitigates these risks by enabling detailed scrutiny, replication efforts, and secondary analyses that can catch errors or biases earlier and more effectively.
The research article also identifies systemic obstacles impeding data availability, ranging from inadequate incentives for researchers to share, logistical burdens of data preparation, to concerns over misuse or misinterpretation of shared data. Addressing these challenges will require coordinated action from funding bodies, publishers, institutions, and researchers themselves to create infrastructure, reward systems, and legal frameworks that facilitate ethical and practical data sharing.
Collaboration with expert stakeholders, such as Professor David Moher of the Centre for Journalology, has strengthened the article’s recommendations by drawing on established expertise in publication science and open research practices. Their joint insights offer concrete pathways for reforming meta-analytic methodology and promote strategies to leverage systematic reviews as truly transparent syntheses that can reliably guide healthcare policies.
This deep dive into data transparency exposes a critical vulnerability in the foundation of evidence-based medicine. The widespread lack of accessible underlying data in meta-analyses risks perpetuating incomplete or misleading conclusions with real-world consequences on patient care and resource allocation. Rectifying this crisis is imperative to uphold the scientific rigor and societal trust essential for advancing human health.
The article’s publication comes at a time when open science ideals are gaining momentum worldwide. It presents a timely call to action that the scientific community must embrace if systematic reviews and meta-analyses are to fulfill their promise as gold standards of research evidence. By enforcing and normalizing comprehensive data sharing, researchers can drive greater accuracy, reproducibility, and ultimately, better health outcomes for populations globally.
Subject of Research: Data transparency issues in systematic reviews and meta-analyses and their impact on healthcare decision-making
Article Title: The data transparency crisis in research: Lessons from systematic reviews and meta-analyses
News Publication Date: 16-Jun-2026
Web References: https://doi.org/10.1371/journal.pmed.1005145
Image Credits: Photo by Karolinska Institutet
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