Aravind Padmanabhan

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Aravind Padmanabhan

Aravind Padmanabhan

@Simpl_eThoughts

Ex-trader, Ex-founder (edtech). Interests - Finance and Education

Bengaluru شامل ہوئے Ocak 2011
461 فالونگ143 فالوورز
Aravind Padmanabhan
Aravind Padmanabhan@Simpl_eThoughts·
music.youtube.com/watch?v=kFdymw… Of all the songs of the 90s, I never thought I would end listening to this song in decent freq after 25 yrs. It's a template song - but unnimenon's melody, anuradhas folksy, jazzy arrangement just marries very nicely.
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Aravind Padmanabhan
Aravind Padmanabhan@Simpl_eThoughts·
Over last week, have been reading a lot of commentary- many including doctors seem inclined to the idea that - 1. Human body is an input output machine 2. Medical protocols are absolutely deterministic and static 3. Evidence in evidence based medicine is same as proof.
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Aravind Padmanabhan
Aravind Padmanabhan@Simpl_eThoughts·
This is exactly how evidence based medicine shouldn't work. When such events crop up, you go back to the drawing board, not give causality correlation gyaan. Risk reward for in favour of universal Covid vaccination; but that doesn't mean we disregard adverse events.
shiv_cybersurg@shiv_cybersurg

When patients came to me with logic like this, I used to agree with them and tell them a personal story. I said, I normally keep my pillow on North side of bed. One night I placed pillow on South side. That night an earthquake in Latur killed 40,000. All because of my change of pillow placement. Never kept pillow like that again. No further earthquakes. Can't understand why ppl did not believe me. Same logic.

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Aravind Padmanabhan
Aravind Padmanabhan@Simpl_eThoughts·
I owe to science. I do science. My allegiance is to science.. and such are strong indicators to not indulge in any logical, reasonable with that person.
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Aravind Padmanabhan
Aravind Padmanabhan@Simpl_eThoughts·
Only valid reason to bring down age to 16 yrs for female is to protect a 18+ male in a consensual relation. When it comes to lowering with high risk of exploitation vs misuse in some cases; one should always side with the former. Misuse should be handled within that system.
Sanjeev Newar | सञ्जीव नेवर@SanjeevSanskrit

You are misled. Here are the facts: 1. When two minors have sex, it goes to the Juvenile Justice Board. There is no provision to treat any child as an adult criminal. They are counseled and rehabilitated under due process. This is how POCSO already works for underage. This has been placed before the Supreme Court, and ex-NCPCR chief @KanoongoPriyank and JJB members have explained it repeatedly. 2. Your own claim says both are immature - then why punish only the boy? Why push legalization of risky teen sex for immature Class 10 students when it harms brain, body, and newborns, and burdens public health? Don't let your misogyny threaten safety of our children. Bottom line: Class 10 students should prepare for boards, not deliveries. Underage sex is a health and brain hazard. We will not allow a legal cover that opens floodgates for predators targeting Class 10 students.

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Aravind Padmanabhan
Aravind Padmanabhan@Simpl_eThoughts·
Clinical judgement and patient experience are critical components of evidence based medicine. You remove these 2 factors, you are making a dangerous assumption that the experience of the lot will translate to an individual. This is not a valid assumption for complex systems.
Sridhar Vembu@svembu

To understand why medicine is so complex, let's make a crude simplifying assumption that there are only 100 biomarkers that are important (in reality there are vastly more). Let's also crudely assume each market is allowed only two values. That gives us 2^100 possibilities, which is about 10^30. That is vastly more than humans that ever lived. And this is with the extremely over-simplified model. We face a practical infinity of possibilities. In reality, no two patients are ever really alike. No statistical model can give you very high confidence on how to treat. That is why AI can never treat patients, because human doctors exercise something called "clinical judgment". That judgment is what enables a doctor to tell us "this is not a serious issue, get good sleep" vs "this definitely needs deeper investigation". That judgment is hard. Often they cannot even explain why they arrived at this but great doctors have that intuition. The entire Big Medicine is about systematically dismantling clinical judgment and convert doctors to mere "protocol pushers". Great doctors resist this. Now on top of the measurable biomarkers, there is the unmeasurable factor called "mental state". Every good doctor knows a positive mental state in a patient leads to far better clinical outcomes. That is why good doctors practise compassionate medicine, not just numbers based medicine. I know an outstanding skin doctor in Chennai who prescribed me medicine for my very-itchy Eczema that I had endured for months, and he also told me "try to avoid stress and it may go away, and you may not even need the medicines I prescribed". I consciously reduced my stress level and the problem went away without medicine. That is a truly great doctor. What does it have to do with autism-vaccine connection? As my crude numerical analysis showed, we have the problem of N=1 way too often in medicine and that is even more true for autism where each kid is truly unique, and that is why statistics are mostly useless and clinical judgment is mostly all we have. We cannot have broad sweeping mandates, definitely not broad vaccine mandates. Each doctor has to exercise their judgment with their patient. And they have to listen to the patient concerns first. What Big Medicine is about is to try to reduce medicine to be a pure statistical science and it is not. Conditions like autism do not fit that paradigm at all. That is the battle here. At its core it is not just an autism battle, it is a philosophy of medicine battle. I pledge to keep fighting this fight because I nearly wanted to commit suicide at one one point in my life. Just this morning, a depressed parent approached me for advice and that started my X thread today. I urge intelligent doctors to debate this philosophy of medicine issue. I will not respond to the arrogant "stay in your lane" types.

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Aravind Padmanabhan
Aravind Padmanabhan@Simpl_eThoughts·
Let's not even get into the faulty (intentional or unintentional) methods clinical research and representation. That's the next step, possible only if one can study the publications regularly.
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Aravind Padmanabhan
Aravind Padmanabhan@Simpl_eThoughts·
Privilege is exclusively seen as position but seldom alongside ones aspiration/ambition. If you are feeling privileged, you are not going for a hard enough challenge, not having high enough aspiration. Aspiration is the lead and privilege is the lag.
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Aravind Padmanabhan
Aravind Padmanabhan@Simpl_eThoughts·
Over last few years, I realized tht work life balance is an unnecessary dichotomy, an unwanted result of modern workplaces. Individual Productivity was & should be part of daily life. It is nt apart from life. What's fruitful is a 6 day work week with flexibility within each day.
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Aravind Padmanabhan
Aravind Padmanabhan@Simpl_eThoughts·
Conducting any business, let alone multi billion dollar ones are in itself an insane achievement regardless of the operating climate. The vision, the grasp of multiple factors, the execution, ability to rally a huge group of people to common goals is no normal task.
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