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Levels helps you see how food affects your health.

Joined July 2019
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Sleep debt doesn’t require extreme deprivation. Consistently getting 30–60 minutes less sleep than you need can accumulate over weeks or months and contribute to adverse metabolic effects. 📺 Watch on YouTube: youtu.be/WxvbJu_GnSo ⁠
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A bad sleep score doesn’t necessarily mean you had a catastrophically bad night. Marie-Pierre St-Onge says how you feel matters too, and obsessing over one poor wearable score can actually make the next night worse. 📺 Watch on YouTube: youtu.be/WxvbJu_GnSo ⁠
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For sepsis, an alert an hour later may not be good enough. Suchi Saria built AI that updates whenever new patient data arrives, continuously looking for deterioration a busy clinical team might miss. 📺 Watch on YouTube: youtu.be/uVEKgSvei4s
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Build the model. Put it into the workflow. Get clinicians to use it. Prove outcomes improve. Make sure it still works at the next hospital. Suchi Saria on why a good algorithm is only the beginning of medical AI. 📺 Watch on YouTube: youtu.be/uVEKgSvei4s
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How much autonomy should medical AI get? Suchi Saria’s answer is essentially: earn it. Verify, validate, then trust. The goal is a clinician-machine team that performs better than either one alone.
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Medical AI doesn’t matter because it performs well retrospectively. Suchi Saria’s sepsis system went live across hospitals, saw nearly 90% clinician adoption, and timely response was associated with nearly 20% lower mortality.
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An FDA-approved implant can now treat rheumatoid arthritis with just one minute of vagus nerve stimulation a day. Kevin Tracey explains how bioelectronic medicine turns the nervous system itself into a therapeutic target. 📺 Watch on YouTube: youtu.be/x_h6Dd_Ap_o
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A cold plunge initially drives a strong fight-or-flight response. Stay in, and heart rate may start falling as parasympathetic activity increases. Kevin Tracey explains why the real physiology is more complicated than “stimulate your vagus nerve.”
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HRV is not a direct measurement of “vagal tone.” Breathing, posture, sympathetic activity, irregular beats and even the calculation method can change it. Kevin Tracey explains what HRV can and can’t tell you. 📺 Watch on YouTube: youtu.be/x_h6Dd_Ap_o
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Breathing and humming may involve vagus nerve activity. That doesn’t make them “vagus nerve stimulation.” Kevin Tracey on how wellness culture has stretched the term far beyond what the science supports. 📺 Watch on YouTube: youtu.be/x_h6Dd_Ap_o
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Taxi and ambulance drivers had the lowest Alzheimer’s mortality among hundreds of occupations in Anupam Jena’s study. The possible link: constant use of spatial memory and the hippocampus. Fascinating hypothesis, not evidence that driving prevents Alzheimer’s.
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You take an antibiotic, feel better two days later, and assume it worked. But what if you would’ve recovered anyway? Anupam Jena on the counterfactual problem that can make N-of-1 health experiments misleading. 📺 Watch on YouTube: youtu.be/k9XI7ym7iP8
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“Meta-analysis” isn’t a magic word. If the underlying studies are weak, combining them doesn’t create strong evidence. Anupam Jena on why the label matters far less than what actually went into the analysis.
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Even a high-quality study should usually change your mind only a little. It may not apply perfectly to you, and another good study may disagree. Anupam Jena on why health evidence should update your beliefs, not constantly overturn them.
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As health measurement gets more predictive, we’ll increasingly discover things before we can treat them. Daniel Durand’s question: should medicine assume that knowledge itself is harmful, or should patients decide how much they want to know?
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Daniel Durand cites research in 9,000+ people showing whole-body MRI detects cancer in ~1.6% of normal-risk participants. That’s part of the affirmative case. The unresolved question is whether detecting more disease translates into better long-term outcomes.
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Whole-body MRI isn’t a replacement for every screening test. Blood cancers may need blood-based approaches, high-risk lung screening still calls for CT, and colonoscopy can actually remove precancerous polyps. Daniel Durand on where MRI falls short.
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Most people will eventually get extensive medical imaging, usually after something goes wrong. Daniel Durand argues the more useful future is having a baseline first, so doctors can tell what’s actually new rather than interpreting every finding from a single snapshot.
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One drink a week and 14 drinks a week are not remotely the same exposure. Yet some alcohol studies grouped them together, allowing very light drinkers to pull the average toward “healthy.” Tim Naimi explains why that matters. 📺 Watch on YouTube: youtu.be/8GNmcjPfg7U
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Is a little alcohol good for your heart? Maybe for one narrow coronary outcome. But alcohol also raises blood pressure, contributes to AFib, and damages heart muscle. Tim Naimi explains why “heart disease” is too broad a label for this debate.
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