#Confounding

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#Confounding Reel by @richiejacksongaydad (verified account) - What have I learned about grief? 

It's cunning, confounding, insidious, unpredictable, and deeply lonely. 

But the only way to make grief a manageab
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@richiejacksongaydad
What have I learned about grief? It’s cunning, confounding, insidious, unpredictable, and deeply lonely. But the only way to make grief a manageable disease is if we talk about it. If you’ve lost someone and you want to talk, I’m here for you. Read more on my new Substack Newsletter. Link in bio.
#Confounding Reel by @latimes (verified account) - Despite a long, entrenched Democratic reign over California politics, a new poll shows two Republicans leading by slim margins in the state's 2026 rac
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@latimes
Despite a long, entrenched Democratic reign over California politics, a new poll shows two Republicans leading by slim margins in the state’s 2026 race for governor as the June primary election fast approaches. The confounding results appear to be mostly due to the state’s left-leaning electorate feeling uninspired by any single candidate in the crowded field of eight top Democrats. Because of California’s top-two primary rule, that lethargy could lead to Democrats being shut out of a November election that will determine the next leader of the largest state in the union, though that is still considered unlikely. Conservative commentator Steve Hilton had the support of 17% of likely voters and Riverside County Sheriff Chad Bianco had the backing of 16%, according to a poll released Wednesday by UC Berkeley’s Institute of Governmental Studies and co-sponsored by The Times. Read our full breakdown of the poll at the link in our bio.
#Confounding Reel by @debra_t4c - Water memory

#innovativescience #educationalscience #labwork #scienceproject #biologylab #physicsexperiments #chemistryfun #scientificresearch #scien
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@debra_t4c
Water memory #innovativescience #educationalscience #labwork #scienceproject #biologylab #physicsexperiments #chemistryfun #scientificresearch #scienceiscool #experimenttime #lablife #sciencefun #scienceexperiment #scientist #physics #scienceexperiments #ilovescience #bewildering #puzzling #confounding #baffling #perplexing #unfathomable #mysterious #unexplainable #oof #science
#Confounding Reel by @ninjatune (verified account) - @niluferyanyaaaaaa chats to @jamzsupernova about her heritage and confounding feelings of belonging 🩵
Listen to Nilüfer's latest EP 'Dancing Shoes'
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@ninjatune
@niluferyanyaaaaaa chats to @jamzsupernova about her heritage and confounding feelings of belonging 🩵 Listen to Nilüfer’s latest EP ‘Dancing Shoes’
#Confounding Reel by @healvex (verified account) - Moderate alcohol's cardiovascular protection - the J-shaped mortality curve generating the "glass of wine is good for your heart" narrative - has been
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@healvex
Moderate alcohol's cardiovascular protection — the J-shaped mortality curve generating the "glass of wine is good for your heart" narrative — has been significantly undermined by Mendelian randomisation studies using alcohol metabolism gene variants as instrumental variables, with this confounding-resistant methodology documenting a linear dose-dependent harmful relationship that disappears only when former heavy drinkers (the high-risk abstainer comparison group) are identified and separated. Standard blood panel insufficiency — with routine annual bloods measuring glucose, lipid panel, kidney markers, CBC, and TSH while omitting 25-hydroxyvitamin D, serum magnesium, ferritin, HbA1c, high-sensitivity CRP, homocysteine, and fasting insulin — leaves the most clinically actionable metabolic signals unmeasured in the population at greatest risk of their consequences. 🌿 Follow @healvex for daily research-informed insights on heart health, natural healing, and sustainable wellness rooted in a food-as-medicine approach. 🩵 Save this post and share it with someone who followed every health rule they were given and still ended up with the conditions those rules were supposed to prevent. 💬 Comment MYTH and we'll DM you the 7 blood pressure myths keeping most people on pills for life — including the one doctors never question. 🌱 Educational content only. Consult a qualified healthcare professional for personalized guidance. https://amzn.to/47oXUlM #hearthealth #bloodpressure #hearthealth #healthtips #healthfacts #fyp #growthmindset #explorepage holistichealth wellness wellbeing inflammation foodismedicine healthylifestyle healthyliving naturalremedy naturalmedicine selfimprovement nutrition healthandwellnessjourney nutritiontips naturalhealth
#Confounding Reel by @mspike (verified account) - I am excited to say my audiobook of Robert Jordan's THE DRAGON REBORN is out today… this is the third book in THE WHEEL OF TIME series. Here's a littl
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@mspike
I am excited to say my audiobook of Robert Jordan’s THE DRAGON REBORN is out today… this is the third book in THE WHEEL OF TIME series. Here’s a little share of some of my thoughts on the amazing, exhausting, confounding, surprising, moving process of reading aloud these immense works!! #thewheeloftime
#Confounding Reel by @medical.bits - Visit our profile to learn more about this extraordinary medical fact!
#md_academy #medical.bits #medical #research #med #medicalstudent #observationa
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@medical.bits
Visit our profile to learn more about this extraordinary medical fact! #md_academy #medical.bits #medical #research #med #medicalstudent #observationalstudy #confounding
#Confounding Reel by @sustainabledish (verified account) - The studies that vilify meat as unhealthy are based on observational research, which can only show associations and have many flaws. 

As @zoeharcombe
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@sustainabledish
The studies that vilify meat as unhealthy are based on observational research, which can only show associations and have many flaws. As @zoeharcombe mentions, bias and confounding factors impact these observational studies. For example, vegetarians are simply more likely to exercise or not smoke. Their improved health cannot be directly linked to the elimination of meat. There are no randomized controlled trials that prove that meat causes poor health outcomes. You can watch this full interview, and many other interviews from the Sacred Cow documentary, when you become a member of my non profit, GFJA. Learn more with the link in the bio! https://www.globalfoodjustice.org/member-area
#Confounding Reel by @l.econome (verified account) - 🍫 Le chocolat rend-il intelligent ⁉️

⚠️ Nombre d'allégations trompeuses voire de théories du complot prospèrent sur le même principe : confondre cor
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@l.econome
🍫 Le chocolat rend-il intelligent ⁉️ ⚠️ Nombre d'allégations trompeuses voire de théories du complot prospèrent sur le même principe : confondre corrélation et causalité. Si deux variables évoluent au même rythme, est-ce que cela signifie forcément que l'une est la cause de l'autre ? 🚫 🙅‍♂️ Je vous explique comment ne plus tomber dans le panneau. #Economie #Vulgarisation #VulgarisationScientifique #VulgarisationEco #Confounders #Confounding #VariablesConfondantes #PrixNobel #Chocolat #TheoriesDuComplot #Debunk
#Confounding Reel by @madalingiorgetta (verified account) - It is very difficult to provide a direct link to nutrients because there are so many confounding variables at play eg socioeconomic status, physical a
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@madalingiorgetta
It is very difficult to provide a direct link to nutrients because there are so many confounding variables at play eg socioeconomic status, physical activity, smoking habits; recall bias is prevalent in nutritional studies, individual variability… Nutrients often interact with each other in complex ways. The combined effects of multiple nutrients or the synergistic interactions between them may contribute to health outcomes, making it challenging to attribute a specific effect to a single nutrient. Another barrier is that to test nutrients in a controlled clinical setting is often unethical (eg depriving participants of calcium). It may be unethical or impractical to assign individuals to long-term dietary interventions that could potentially lead to adverse health outcomes. SO. It’s really complicated! But. There are many studies that do suggest cows milk is linked to acne breakouts and this is definitely worth considering even if it is not definitive. As long as you’re still consuming adequate forms of calcium and other micronutrients and macronutrients from other sources, then reducing your dairy intake may be beneficial to you. You can always give it a try and see how you go. Just because clinically there is no definitive evidence directly linking acne to dairy, it doesn’t mean we should disregard anecdotal evidence or lived experience. I believe both have their place in health recommendations (if there is no harm to the individual). So. What does a typical day look like? The Australian Guide to Healthy Eating recommends 2.5 serves (for women aged 19-50) per day of dairy. When I say ‘dairy’ I mean: milk, yoghurt, cheese and/or alternatives which are mostly reduced fat and alternative milk products including goats, sheep, soy, almonds and various cereals including oats and rice. What are your thoughts around dairy and acne?
#Confounding Reel by @metaanalysis.academy (verified account) - Understanding confounding is crucial when evaluating observational studies. Here is an example why:

Observational studies indicated that hormonal rep
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@metaanalysis.academy
Understanding confounding is crucial when evaluating observational studies. Here is an example why: Observational studies indicated that hormonal replacement therapy (HRT) was associated with a reduced incidence of myocardial infarction in women. However, a randomized controlled trial revealed that HRT could actually increase coronary events. This discrepancy arises due to confounding. In the observational studies, women who received HRT were generally healthier, had better nutrition, exercised more, had better access to healthcare, and maintained healthier lifestyles. These factors are confounding variables that can bias the results in favor of one group. Always be on the lookout for confounding when interpreting observational studies to ensure accurate conclusions. Do you know how the risk of confounding can be mitigated in observational studies? #evidencebasedmedicine #confounding #observationalstudies #research #metaanalysisacademy
#Confounding Reel by @anywherewithkristen - We Left Our Amish & Mennonites Speechless | Selling a legacy farm created quite the uproar in our Mennonite and Amish community.  Find out how it went
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@anywherewithkristen
We Left Our Amish & Mennonites Speechless | Selling a legacy farm created quite the uproar in our Mennonite and Amish community. Find out how it went down here. #shockedamish #shockedmennonite #Speechless #confounding #doingtheunthinkable #sellingthefarm efarm #youwontbelievewhathappensnext #sellingthefamilyfarm #Farmsale #farmauction #impossiblechoices #soldthefarm

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