
AI: The Doctor That Never Tires?
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AI: The Doctor That Never Tires?
We asked you for your opinion on the use of Artificial Intelligence (AI) in healthcare, and got the above-depicted, below-described set of results:
- A little over half of respondents to the poll voted for “It speeds up research, and is more methodical about diagnosis, so it’s at least a good extra tool”
- A quarter of respondents voted for “I’m on the fence—it seems to make no more nor less mistakes than human doctors do”
- A little under a fifth of respondents voted for “AI is less prone to fatigue/bias than human doctors, making it an essential new tech”
- Three respondents voted for “AI is a step too far in medical technology, and we’re not ready for it”
Writer’s note: I’m a professional writer (you’d never have guessed, right?) and, apparently, I really did write “no more nor less mistakes”, despite the correct grammar being “no more nor fewer mistakes”. Now, I know this, and in fact, people getting less/fewer wrong is a pet hate of mine. Nevertheless, I erred.
Yet, now that I’m writing this out in my usual software, and not directly into the poll-generation software, my (AI!) grammar/style-checker is highlighting the error for me.
Now, an AI could not do my job. ChatGPT would try, and fail miserably. But can technology help me do mine better? Absolutely!
And still, I dismiss a lot of the AI’s suggestions, because I know my field and can make informed choices. I don’t follow it blindly, and I think that’s key.
AI is less prone to fatigue/bias than human doctors, making it an essential new tech: True or False?
True—with one caveat.
First, a quick anecdote from a subscriber who selected this option in the poll:
❝As long as it receives the same data inputs as my doctor (ie my entire medical history), I can see it providing a much more personalised service than my human doctor who is always forgetting what I have told him. I’m also concerned that my doctor may be depressed – not an ailment that ought to affect AI! I recently asked my newly qualified doctor goddaughter whether she would prefer to be treated by a human or AI doctor. No contest, she said – she’d go with AI. Her argument was that human doctors leap to conclusions, rather than properly weighing all the evidence – meaning AI, as long as it receives the same inputs, will be much more reliable❞
Now, an anecdote is not data, so what does the science say?
Well… It says the same:
❝Of 6695 responding physicians in active practice, 6586 provided information on the areas of interest: 3574 (54.3%) reported symptoms of burnout, 2163 (32.8%) reported excessive fatigue, and 427 (6.5%) reported recent suicidal ideation, with 255 of 6563 (3.9%) reporting a poor or failing patient safety grade in their primary work area and 691 of 6586 (10.5%) reporting a major medical error in the prior 3 months. Physicians reporting errors were more likely to have symptoms of burnout (77.6% vs 51.5%; P<.001), fatigue (46.6% vs 31.2%; P<.001), and recent suicidal ideation (12.7% vs 5.8%; P<.001).❞
See the damning report for yourself: Physician Burnout, Well-being, and Work Unit Safety Grades in Relationship to Reported Medical Errors
AI, of course, does not suffer from burnout, fatigue, or suicidal ideation.
So, what was the caveat?
The caveat is about bias. Humans are biased, and that goes for medical practitioners just the same. AI’s machine learning is based on source data, and the source data comes from humans, who are biased.
See: Bias and Discrimination in AI: A Cross-Disciplinary Perspective
So, AI can perpetuate human biases and doesn’t have a special extra strength in this regard.
The lack of burnout, fatigue, and suicidal ideation, however, make a big difference.
AI speeds up research, and is more methodical about diagnosis: True or False?
True! AI is getting more and more efficient at this, and as has been pointed out, doesn’t make errors due to fatigue, and often comes to accurate conclusions near-instantaneously. To give just one example:
❝Deep learning algorithms achieved better diagnostic performance than a panel of 11 pathologists participating in a simulation exercise designed to mimic routine pathology workflow; algorithm performance was comparable with an expert pathologist interpreting whole-slide images without time constraints. The area under the curve was 0.994 (best algorithm) vs 0.884 (best pathologist).❞
About that “getting more and more efficient at this”; it’s in the nature of machine learning that every new piece of data improves the neural net being used. So long as it is getting fed new data, which it can process at rate far exceeding humans’ abilities, it will always be constantly improving.
AI makes no more nor less fewer mistakes than humans do: True or False?
False! AI makes fewer, now. This study is from 2021, and it’s only improved since then:
❝Professionals only came to the same conclusions [as each other] approximately 75 per cent of the time. More importantly, machine learning produced fewer decision-making errors than did all the professionals❞
See: AI can make better clinical decisions than humans: study
All that said, we’re not quite at Star Trek levels of “AI can do a human’s job entirely” just yet:
BMJ | Artificial intelligence versus clinicians: pros and cons
To summarize: medical AI is a powerful tool that:
- Makes healthcare more accessible
- Speeds up diagnosis
- Reduces human error
…and yet, for now at least, still requires human oversights, checks and balances.
Essentially: it’s not really about humans vs machines at all. It’s about humans and machines giving each other information, and catching any mistakes made by the other. That way, humans can make more informed decisions, and still keep a “hand on the wheel”.
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Undoing Creatine’s Puffiness Side Effect
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It’s Q&A Day at 10almonds!
Have a question or a request? We love to hear from you!
In cases where we’ve already covered something, we might link to what we wrote before, but will always be happy to revisit any of our topics again in the future too—there’s always more to say!
As ever: if the question/request can be answered briefly, we’ll do it here in our Q&A Thursday edition. If not, we’ll make a main feature of it shortly afterwards!
So, no question/request too big or small 😎
❝Creatine is known to increase “puffiness”, especially in my face. Are there any supplements that do the opposite?!❞
So first, let’s examine why this happens: creatine is most often taken to boost muscle size and performance. Your muscles are, of course, mostly water by mass, and so building your muscles requires extra water, which triggers systemic water retention.
In other words: you take creatine, exercise, and as the muscles start growing, the body goes “oh heck, we are running out of water, better save as much as possible in order to keep hydrating the muscles without running out” and starts putting it anywhere it can that’s not your bladder, so this will largely be the soft tissues of your body.
So, this results in classic water retentions symptoms including bloating and, yes, facial puffiness.
How much this happens, and how long the effects last, depend on three main things:
- What daily dose of creatine you are taking
- What kind of exercise you are doing
- What your hydration is like
The dose is relevant as it’s most common to get this puffiness during the “loading” phase, i.e. if you’re taking an increased dose to start with.
The exercise is relevant as it affects how much your body is actually using the water to build muscles.
The hydration is relevant because the less water you are taking, the more the body will try to retain whatever you do have.
This means, of course, that the supplement you are looking for to undo the facial puffiness is, in fact, water (even, nay, especially, if you feel bloated too):
Water For Everything? Water’s Counterintuitive Properties
Additionally, you could scale back the dose of creatine you’re taking, if you’re not currently doing heavy muscle-building exercise.
That said, the recommended dose for cognitive benefits is 5g/day, which is a very standard main-phase (i.e., post-loading) bodybuilding dose, so do with that information what you will.
See also: Creatine’s Brain Benefits Increase With Age
On which note: whether or not you want to take creatine for brain benefits, however, may depend on your age:
Creatine: Very Different For Young & Old People
Most research on creatine’s effects on humans has usually been either collegiate athletes or seniors, which leaves quite a research gap in the middle—so it’s unclear at what age the muscle-building effects begin to taper off, and at what age the cognitive benefits begin to take off.
Want a quicker fix?
If you want to reduce your facial puffiness acutely (e.g., you have a date in an hour and would like to not have a puffy face), then there are two things you can do that will help immediately, and/but only have short-term effects, meaning you’d have to do them daily to enjoy the results every day:
The first is an ice bath; simply fill a large bowl with water and ice cubes, give it a couple of minutes to get down to temperature, hold your breath and plunge your face in for as long as you can comfortably hold your breath. Repeat a few times, and towel off.
This helps by waking up the vasculature in your face, helping it to reduce puffiness naturally.
The second is facial yoga or guā shā, which is the practice of physically manipulating the soft tissues of your face to put them where you want them, rather than where you don’t want them. This will work against water retention puffiness, as well as cortisol puffiness, lymphatic puffiness, and more:
7-Minute Face Fitness For Lymphatic Drainage & Youthful Jawline
Enjoy!
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Why You Should Diversify Your Nuts!
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Time to go nuts for nuts!
Nuts, in popular perception, range from “basically the healthiest food anyone can eat” to “basically high calorie salty snacks”. And, they can be either!
Some notes, then:
- Raw is generally better that not
- Dry roasted is generally better than the kind with added oils
- Added salt is neither necessary nor good
Quick tip: if “roasted salted” are the cheapest or most convenient to buy, you can at least mitigate that by soaking them in warm water for 5 minutes, before rinsing and (if you don’t want wet nuts) drying.
You may be wondering: who does want wet nuts? And the answer is, if for example you’re making a delicious cashew and chickpea balti, the fact you didn’t dry them before throwing them in won’t make a difference.
Now, let’s do a quick run-down; we don’t usually do “listicles” but it seemed a good format here, so we’ve picked a top 5 for nutritional potency:
Almonds
We may have a bias. We accept it. But almonds are also one of the healthiest nuts around, and generally considered by most popular metrics the healthiest.
Not only are they high in protein, healthy fat, fiber, vitamins, and minerals, but they’re even a natural prebiotic that increases the populations of healthy gut bacteria, while simultaneously keeping down the populations of gut pathogens—what more can we ask of a nut?
Read more: Prebiotic effects of almonds and almond skins on intestinal microbiota in healthy adult humans
Pistachios
Not only are these super tasty and fun to eat (and mindful eating is all but guaranteed, as shelling them by hand slows us down and makes us more likely to eat them one at a time rather than by the handful), but also they contain lots of nutrients and are lower in calories than most nuts, so they’re a great option for anyone who’d like to eat more nuts but is doing a calorie-controlled diet and doesn’t want to have half a day’s calories in a tiny dish of nuts.
Walnuts
Popularly associated with brain health (perhaps easy to remember because of their appearance), they really are good for the brain:
Check it out: Beneficial Effects of Walnuts on Cognition and Brain Health
Cashews
A personal favorite of this writer for their versatility in cooking, food prep, or just as a snack, they also do wonders for metabolic health:
Brazil nuts
The most exciting thing about these nuts is that they’re an incredibly potent source of selenium, which is important not just for hair/skin/nails as popularly marketed, but also for thyroid hormone production and DNA synthesis.
But don’t eat too many, because selenium is definitely one of those “you can have too much of a good thing” nutrients, and selenium poisoning can make your hair (however beautiful and shiny it got because of the selenium) fall out if you take too much.
Know the numbers: Brazil nuts and selenium—health benefits and risks
Bottom line on nuts:
- Nuts are a great and healthful part of almost anyone’s diet
- Obviously, if you have a nut allergy, then we’re sorry; this one won’t have helped you so much
- Almonds are one of the most healthful nuts out there
- Brazil nuts are incredibly potent, to the point where moderation is recommended
- A handful of mixed nuts per day is a very respectable option—when it comes to food and health, diversity is almost always good!
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Breathe; Don’t Vent (At Least In The Moment)
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Zen And The Art Of Breaking Things
We’ve talked before about identifying emotions and the importance of being able to express them:
Answering The Most Difficult Question: How Are You?
However, there can be a difference between “expressing how we feel” and “being possessed by how we feel and bulldozing everything in our path”
…which is, of course, primarily a problem in the case of anger—and by extension, emotions that are often contemporaneous with anger, such as jealousy, shame, fear, etc.
How much feeling is too much?
While this is in large part a subjective matter, clinically speaking the key question is generally: is it adversely affecting daily life to the point of being a problem?
For example, if you have to spend half an hour every day actively managing a certain emotion, that’s probably indicative of something unusual, but “unusual” is not inherently bad. If you’re managing it safely and in a way that doesn’t negatively affect the rest of your life, then that is generally considered fine, unless you feel otherwise about it.
A good example of this is complicated grief and/or prolonged grief.
But what about when it comes to anger? How much is ok?
When it comes to those around you, any amount of anger can seem like too much. Anger often makes us short-tempered even with people who are not the object of our anger, and it rarely brings out the best in us.
We can express our feelings in non-aggressive ways, for example:
and
Seriously Useful Communication Skills!
Sometimes, there’s another way though…
Breathe; don’t vent
That’s a great headline, but we can’t take the credit for it, because it came from:
Breathe, don’t vent: turning down the heat is key to managing anger
…in which it was found that, by all available metrics, the popular wisdom of “getting it off your chest” doesn’t necessarily stand up to scrutiny, at least in the short term:
❝The work was inspired in part by the rising popularity of rage rooms that promote smashing things (such as glass, plates and electronics) to work through angry feelings.
I wanted to debunk the whole theory of expressing anger as a way of coping with it,” she said. “We wanted to show that reducing arousal, and actually the physiological aspect of it, is really important.❞
And indeed, he and his team did find that various arousal-increasing activities (such as hitting a punchbag, breaking things, doing vigorous exercise) did not help as much as arousal-decreasing activities, such as mindfulness-based relaxation techniques.
If you’d like to read the full paper, then so would we, but we couldn’t get full access to this one yet. However, the abstract includes representative statistics, so that’s worth a once-over:
Caveat!
Did you notice the small gap between their results and their conclusion?
In a lab or similar short-term observational setting, their recommendation is clearly correct.
However, if the source of your anger is something chronic and persistent, it could well be that calming down without addressing the actual cause is just “kicking the can down the road”, and will still have to actually be dealt with eventually.
So, while “here be science”, it’s not a mandate for necessarily suffering in silence. It’s more about being mindful about how we go about tackling our anger.
As for a primer on mindfulness, feel free to check out:
No-Frills, Evidence-Based Mindfulness
Take care!
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Oven-Roasted Ratatouille
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This is a supremely low-effort, high-yield dish. It’s a nutritional tour-de-force, and very pleasing to the tastebuds too. We use flageolet beans in this recipe; they are small immature kidney beans. If they’re not available, using kidney beans or really any other legume is fine.
You will need
- 2 large zucchini, sliced
- 2 red peppers, sliced
- 1 large eggplant, sliced and cut into semicircles
- 1 red onion, thinly sliced
- 2 cans chopped tomatoes
- 2 cans flageolet beans, drained and rinsed (or 2 cups same, cooked, drained, and rinsed)
- ½ bulb garlic, crushed
- 2 tbsp extra virgin olive oil
- 1 tbsp balsamic vinegar
- 1 tbsp black pepper, coarse ground
- 1 tbsp nutritional yeast
- 1 tbsp red chili pepper flakes (omit or adjust per your heat preferences)
- ½ tsp MSG or 1 tsp low-sodium salt
- Mixed herbs, per your preference. It’s hard to go wrong with this one, but we suggest leaning towards either basil and oregano or rosemary and thyme. We also suggest having some finely chopped to go into the dish, and some held back to go on the dish as a garnish.
Method
(we suggest you read everything at least once before doing anything)
1) Preheat the oven to 350℉ / 180℃.
2) Mix all the ingredients (except the tomatoes and herbs) in a big mixing bowl, ensuring even distribution.
2) Add the tomatoes. The reason we didn’t add these before is because it would interfere with the oil being distributed evenly across the vegetables.
3) Transfer to a deep-walled oven tray or an ovenproof dish, and roast for 30 minutes.
4) Stir, add the chopped herbs, stir again, and return to the oven for another 30 minutes.
5) Serve (hot or cold), adding any herb garnish you wish to use.
Enjoy!
Want to learn more?
For those interested in some of the science of what we have going on today:
- Lycopene’s Benefits For The Gut, Heart, Brain, & More
- Level-Up Your Fiber Intake! (Without Difficulty Or Discomfort)
- Capsaicin For Weight Loss And Against Inflammation
- The Many Health Benefits Of Garlic
- Black Pepper’s Impressive Anti-Cancer Arsenal (And More)
Take care!
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Steps For Keeping Your Feet A Healthy Foundation
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Important Steps For Good Health
This is Dr. Kelly Starrett. He’s a physiotherapist, author, speaker, trainer. He has been described as a “celebrity” and “founding father” of CrossFit. He mostly speaks and writes about mobility in general; today we’re going to be looking at what he has to say specifically about our feet.
A strong foundation
“An army marches on its stomach”, Napoleon famously wrote.
More prosaically: an army marches on its feet, and good foot-care is a top priority for soldiers—indeed, in some militaries, even so much as negligently getting blisters is a military offense.
Most of us are not soldiers, but there’s a lesson to be learned here:
Your feet are the foundation for much of the rest of your health and effectiveness.
KISS for feet
No, not like that.
Rather: “Keep It Simple, Stupid”
Dr. Starrett is not only a big fan of not overcomplicating things, but also, he tells us how overcomplicating things can actively cause problems. When it comes to footwear, for example, he advises:
❝When you wear shoes, wear the flat kind. If you’re walking the red carpet on Oscar night, fine, go ahead and wear a shoe with a heel. Once in a while is okay.
But most of the time, you should wear shoes that are flat and won’t throw your biological movement hardware into disarray.
When you have to wear shoes, whether it’s running shoes, work shoes, or combat boots, buy the flat kind, also known as “zero drop”—meaning that the heel is not raised above the forefoot (at all).
What you want to avoid, or wean yourself away from, are shoes with the heels raised higher off the ground than the forefeet.❞
Of course, going barefoot is great for this, but may not be an option for all of us when out and about. And in the home, going barefoot (or shod in just socks) will only confer health benefits if we’re actually on our feet! So… How much time do you spend on your feet at home?
Allow your feet to move like feet
By evolution, the human body is built for movement—especially walking and running. That came with moving away from hanging around in trees for fruit, to hunting and gathering between different areas of the savannah. Today, our hunting and gathering may be done at the local grocery store, but we still need to keep our mobility, especially when it comes to our feet.
Now comes the flat footwear you don’t want: flip-flops and similar
If we wear flip-flops, or other slippers or shoes that hold onto our feet only at the front, we’re no longer walking like we’re supposed to. Instead of being the elegant product of so much evolution, we’re now walking like those AT-AT walkers in Star Wars, you know, the ones that fell over so easily?
Our feet need to be able to tilt naturally while walking/running, without our footwear coming off.
Golden rule for this: if you can’t run in them, you shouldn’t be walking in them
Exception: if for example you need something on your feet for a minute or two in the shower at the gym/pool, flip-flops are fine. But anything more than that, and you want something better.
Watch your step
There’s a lot here that’s beyond the scope of what we can include in this short newsletter, but:
If we stand or walk or run incorrectly, we’re doing gradual continual damage to our feet and ankles (potentially also our knees and hips, which problems in turn have a knock-on effect for our spine, and you get the idea—this is Bad™)
Some general pointers for keeping things in good order include:
- Your weight should be mostly on the balls of your feet, not your heels
- Your feet should be pretty much parallel, not turned out or in
- When standing, your center of gravity should be balanced between heel and forefoot
Quick tip for accomplishing this last one: Stand comfortably, your feet parallel, shoulder-width apart. Now, go up on your tip-toes. When you’ve done so, note where your spine is, and keep it there (apart from in its up-down axis) when you slowly go back to having your feet flat on the ground, so it’s as though your spine is sliding down a pole that’s fixed in place.
If you do this right, your center of gravity will now be perfectly aligned with where it’s supposed to be. It might feel a bit weird at first, but you’ll get used to it, and can always reset it whenever you want/need, by repeating the exercise.
If you’d like to know more from Dr. Starrett, you can check out his website here 🙂
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80-Year-Olds Share Their Biggest Regrets
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Notwithstanding the title, some of these people are a little younger than 80, but this adds to the interest a little as we see the different regrets / learned wisdoms at different stages of later life!
If we could turn back the time…
There are dozens of life regrets / wishes / retroactive advices shared in this video; here are some highlights:
- “My regret was I had a dysfunctional family and I wish I would have learned not to take responsibility.”
- “In my 30s, when I started drinking very heavily, I wish I hadn’t done that because it escalated to drug abuse.”
- “When my parents were old ages, I was working very hard… I didn’t have time to take care of them, not even spend the time with them. That’s my biggest regret.”
- “Live life to the fullest because none of us have any assurance on how old we’re going to be when we’re going to die.”
- “If I could do it over, I would have called home more and realized what my brother was going through.”
- “Spent a lot of years being concerned about what other people thought of me.”
- “You got to be careful what you say to your children because it means a lot.”
For the rest, enjoy:
Click Here If The Embedded Video Doesn’t Load Automatically!
Want to learn more?
You might also like to read:
- Managing Your Mortality Without Regrets
- How To Avoid Carer Burnout (Without Dropping Care)
- Managing Sibling Relationships In Adult Life
- Family Estrangment & How To Fix It
Take care!
Don’t Forget…
Did you arrive here from our newsletter? Don’t forget to return to the email to continue learning!
Learn to Age Gracefully
Join the 98k+ American women taking control of their health & aging with our 100% free (and fun!) daily emails: