The transition from hunter-gatherers to farmers and ranchers remains a subject of debate. In Europe, where that happened thousands of years ago, based largely on genetic studies, the prevailing view is that the "Neolithic transition" occurred mainly by population replacement rather than cultural change.

The old stuck to old ways, much like organic farmers and believers in alternative medicine do, while the young embraced progress as the elders died off. 

A recent study describes a new species of vampyropod based on a 328-million-year-old fossil and pushes back the age of the group by nearly 82 million years. And shows that the oldest ancestors of the group of animals that includes octopuses and vampire squids had not eight but 10 arms. 

Vampyropods are soft-bodied cephalopods typically characterized by eight arms and an internalized chitinous shell or fin supports. Because they lack hard structures, Vampyropoda are not well represented in the fossil record. The new study is based on a vampyropod fossil from the collections of the Royal Ontario Museum. It was originally discovered in Montana and donated to the museum in 1988.

Few treatments exist for COVID-19 and the ones that do primarily focus solely on preventing the virus from replicating.

A new potential treatment inhibits replication but also protects or repairs tissue, which is important because COVID-19 can cause symptoms that affect patients long after the viral infection has been cleared. It is a biologic substance created by reengineered human skin cells called dermal fibroblasts.

Over the course of the past two decades we have witnessed the rise of deep learning as a paradigm-changing technology. Deep learning allows algorithms to dramatically improve their performance on multivariate analysis tasks. Deep neural networks, in particular, are very flexible models capable of effective generalization of available data, with unbeatable results in their predictions. Indeed, from the outside, nowadays it looks as if the game changer in predictive analysis was the construction of large neural network architectures. But it was not.

Electric cars are being artificially bolstered by government mandates and subsidies and are doing little to reduce emissions because the electricity they need is overwhelmingly not solar, nuclear, or hydroelectric.

What would help are batteries that aren't stuck in the 20th century, like lithium-ion, which cost so much to replace that one Tesla owner blew up his car with dynamite rather than a cost for new batteries that was 50 percent of the original purchase price. And they can be dangerous.

Lithium-ion explosion risk

COVID-19 vaccines have shown to be effective at preventing vaccines but the big win for public health is reduced effects if you get it anyway. If you don't have co-morbidities your relative risk is very low but if you do have them, every precaution is worth taking.

The vaccines come in many forms but two of note are the Janssen COVID-19 vaccine (Ad26.COV2.S) and Pfizer-BioNTech (BNT162b2), distinct because Janssen only requires one dose.  And the latter made "mRNA" part of the cultural lexicon. 

Which one led to fewer hospitalizations? They were both outstanding but there is a winner.

In the quest to create more social justice and equity, a lot of economic common sense leaves the discussion first. If I become a politician by promising you that you'll get your own personal doctor, for example, you aren't getting a real doctor - you are getting someone handed a doctor title but is really a naturopath, homeopath or whatever else that can be found cheap.

Being a woman is correlated to being twice as men to develop Alzheimer's disease, but lacking a scientific foundation for why, epidemiology is limited to noting it on a population level and moving on.

A new paper seeks to create a biological hypothesis. The authors say the C/EBPβ/AEP pathway is the core factor driving the pathogenesis of neurodegenerative diseases and searched for female hormones that are dramatically changed during menopause and tested which hormone selectively activates the C/EBPβ/AEP pathway. They have identified follicle-stimulating hormone (FSH) as the major pathogenic factor.

President Biden is touting his strong economic performance but the public disagrees; his approval rating is in the 30th percentile because an expanding economy as framed by politicians still means high inflation to people paying taxes. The psychological impacts of bad economic performance are evident also; when times are good, spending makes people happy. When times are bad, spending is stressful. Customers even leave worse reviews, according to a new paper.

Thankfully, most people who get COVID–19 don’t become seriously ill – especially those who are vaccinated. But a small fraction do get hospitalized, and a smaller fraction do die. If you are vaccinated and catch the coronavirus, what are your chances of getting hospitalized or dying?

As an epidemiologist, I have been asked to respond to this question in one form or another throughout the pandemic. This is a very reasonable question to ask, but a challenging one to answer.