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Where Are They Now? Diseases That Killed You in Oregon Trail

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You have died of dysentery.

These are five words familiar to anyone who has attempted to caulk a wagon and ford rivers en route to the Willamette Valley. Oregon Trail not only taught generations of kids about Western migration in 19th-century America, it also familiarized them with various strange-sounding diseases. Let’s catch up with some of those diseases and find out if they're just as nasty today.

1. Everyone Has Cholera

Then: The number one killer of the actual Oregon Trail, cholera is an infection of the intestines caused by ingesting the bacteria Vibrio cholerae. Spread through contaminated food or water, cholera released an enterotoxin that effectively flooded the intestines with excess water. This led to continual watery diarrhea, causing severe dehydration and often death. The worst outbreaks occurred on the Oregon Trail in 1849, 1850 and 1852. The only available treatment in the game was a medicine known as laudanum—understood today to be pure opium.

Now: According to the Centers for Disease Control, cholera remains a global pandemic. Though there is still no vaccine for the disease (in the U.S.), it can be treated with a regimen of fluids and electrolytes, as well as antibiotics. The best defense remains stringent sanitation regulations, a luxury afforded primarily to industrialized countries. The World Health Organization has recorded recent outbreaks in Mexico (November 2013), Sierra Leone (August 2012), Democratic Republic of Congo (July 2011), Haiti (November 2010, October 2010), Pakistan (October 2010) and a severe outbreak in Zimbabwe (June 2009, March 2009, February 2009, January 2009, December 2008).

2. Joseph Has Diphtheria

Then: Caused by Corynebacterium diphtheriae, diphtheria is an airborne bacterial disease. It usually showed up first in the nose and throat, but could also surface as skin lesions. A gray, fibrous material would grow over airways, causing difficulty breathing and sometimes uncontrollable drooling, as well as a deep cough and chills. Diphtheria was most common on the Trail during the winter months.

Now: Routine childhood immunizations have nearly erased diphtheria in the U.S. According to the U.S. National Library of Medicine, there are less than five cases here a year. Though it is still a problem in crowded nations with poor hygiene, diphtheria is now rarely fatal.

3. You Have Dysentery

Then: Dysentery, a.k.a. shigellosis, was not as widespread on the trails as its peer cholera. During the 19th century, dysentery was a bigger problem on the Civil War battlefields. Like cholera, dysentery spread via contaminated water and food, thriving in hot and humid weather. Unlike cholera, dysentery lived in the colon and caused bloody, loose excrement. The rise of dysentery in the 1800s was partially due to infected warm cow’s milk, an ideal incubator for shigellosis.

Now: Dysentery is still a major threat to the developing world. Not only is there no effective vaccine, recent strains are increasingly resistant to antibiotics—the only proven line of defense in tandem with fluids. 

4. Sally Has Measles

Then: Evolved from the rinderpest virus, the highly contagious measles ravaged the United States in the 19th century. It was not measles, but complications like bronchitis and pneumonia, that made it life threatening. Measles was spread through contaminated droplets—coughing, sneezing, wiping one’s nose and then touching anything. It caused nasty rashes, fever, and conjunctivitis.

Now: A vaccine was discovered in the mid-20th century, virtually eradicating measles from the developed world. It is now part of the trifecta inoculation MMR (Measles-Mumps-Rubella) most American children receive in infancy and again at age 6. Though relatively contained, measles is still endemic: In 2009, there was an outbreak in Johannesburg and other parts of South Africa. New Zealand saw a small spike in August 2011, with nearly 100 cases popping up in Auckland. And as of May 16, 2014, there have been 15 outbreaks in the U.S., resulting in 216 cases of measles in 18 states, "the highest number of cases reported in the United States during this time period in 18 years," Dr. Greg Wallace, head of measles activities at the Centers for Disease Control and Prevention, told CNN. (Notably, that number doesn't include the latest cases from an outbreak in Ohio.) Most of the people who got measles were unvaccinated and got the disease while traveling; measles then spread among unvaccinated members of the community when the travelers returned home.

5. Mary Has Died of Typhoid Fever

Then: Unfamiliar with the virtues of boiling water first, Oregon Trail pioneers contracted typhoid like many other diseases—from contaminated water. Caused by Salmonella Typhi, typhoid was spread when an infected person “sheds” the bacteria. Sparing you the gross details, let’s just say the bacteria lived in a person’s blood and intestines. The major symptom was high fever, followed by weakness and loss of appetite. In the warmer months, typhoid was a real killer.

Now: Still a killer, though not in the Western world. The CDC says it’s preventable with good sanitation and antibiotics, but even Westerners are not immune when traveling in developing countries. The CDC strongly recommends anyone planning travel to a "non-industrialized" nation get vaccinated—and avoid any tap water or food cooked in unclean water.

This story originally appeared in 2011.

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iStock // Ekaterina Minaeva
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Man Buys Two Metric Tons of LEGO Bricks; Sorts Them Via Machine Learning
May 21, 2017
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iStock // Ekaterina Minaeva

Jacques Mattheij made a small, but awesome, mistake. He went on eBay one evening and bid on a bunch of bulk LEGO brick auctions, then went to sleep. Upon waking, he discovered that he was the high bidder on many, and was now the proud owner of two tons of LEGO bricks. (This is about 4400 pounds.) He wrote, "[L]esson 1: if you win almost all bids you are bidding too high."

Mattheij had noticed that bulk, unsorted bricks sell for something like €10/kilogram, whereas sets are roughly €40/kg and rare parts go for up to €100/kg. Much of the value of the bricks is in their sorting. If he could reduce the entropy of these bins of unsorted bricks, he could make a tidy profit. While many people do this work by hand, the problem is enormous—just the kind of challenge for a computer. Mattheij writes:

There are 38000+ shapes and there are 100+ possible shades of color (you can roughly tell how old someone is by asking them what lego colors they remember from their youth).

In the following months, Mattheij built a proof-of-concept sorting system using, of course, LEGO. He broke the problem down into a series of sub-problems (including "feeding LEGO reliably from a hopper is surprisingly hard," one of those facts of nature that will stymie even the best system design). After tinkering with the prototype at length, he expanded the system to a surprisingly complex system of conveyer belts (powered by a home treadmill), various pieces of cabinetry, and "copious quantities of crazy glue."

Here's a video showing the current system running at low speed:

The key part of the system was running the bricks past a camera paired with a computer running a neural net-based image classifier. That allows the computer (when sufficiently trained on brick images) to recognize bricks and thus categorize them by color, shape, or other parameters. Remember that as bricks pass by, they can be in any orientation, can be dirty, can even be stuck to other pieces. So having a flexible software system is key to recognizing—in a fraction of a second—what a given brick is, in order to sort it out. When a match is found, a jet of compressed air pops the piece off the conveyer belt and into a waiting bin.

After much experimentation, Mattheij rewrote the software (several times in fact) to accomplish a variety of basic tasks. At its core, the system takes images from a webcam and feeds them to a neural network to do the classification. Of course, the neural net needs to be "trained" by showing it lots of images, and telling it what those images represent. Mattheij's breakthrough was allowing the machine to effectively train itself, with guidance: Running pieces through allows the system to take its own photos, make a guess, and build on that guess. As long as Mattheij corrects the incorrect guesses, he ends up with a decent (and self-reinforcing) corpus of training data. As the machine continues running, it can rack up more training, allowing it to recognize a broad variety of pieces on the fly.

Here's another video, focusing on how the pieces move on conveyer belts (running at slow speed so puny humans can follow). You can also see the air jets in action:

In an email interview, Mattheij told Mental Floss that the system currently sorts LEGO bricks into more than 50 categories. It can also be run in a color-sorting mode to bin the parts across 12 color groups. (Thus at present you'd likely do a two-pass sort on the bricks: once for shape, then a separate pass for color.) He continues to refine the system, with a focus on making its recognition abilities faster. At some point down the line, he plans to make the software portion open source. You're on your own as far as building conveyer belts, bins, and so forth.

Check out Mattheij's writeup in two parts for more information. It starts with an overview of the story, followed up with a deep dive on the software. He's also tweeting about the project (among other things). And if you look around a bit, you'll find bulk LEGO brick auctions online—it's definitely a thing!

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Nick Briggs/Comic Relief
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What Happened to Jamie and Aurelia From Love Actually?
May 26, 2017
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Nick Briggs/Comic Relief

Fans of the romantic-comedy Love Actually recently got a bonus reunion in the form of Red Nose Day Actually, a short charity special that gave audiences a peek at where their favorite characters ended up almost 15 years later.

One of the most improbable pairings from the original film was between Jamie (Colin Firth) and Aurelia (Lúcia Moniz), who fell in love despite almost no shared vocabulary. Jamie is English, and Aurelia is Portuguese, and they know just enough of each other’s native tongues for Jamie to propose and Aurelia to accept.

A decade and a half on, they have both improved their knowledge of each other’s languages—if not perfectly, in Jamie’s case. But apparently, their love is much stronger than his grasp on Portuguese grammar, because they’ve got three bilingual kids and another on the way. (And still enjoy having important romantic moments in the car.)

In 2015, Love Actually script editor Emma Freud revealed via Twitter what happened between Karen and Harry (Emma Thompson and Alan Rickman, who passed away last year). Most of the other couples get happy endings in the short—even if Hugh Grant's character hasn't gotten any better at dancing.

[h/t TV Guide]

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