gpcr1949

Joined 6 years ago

Karma
297
Submissions
73
Member since
Sep 25
my main interests are chemistry and audio.
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Recent submissions

Comment · 1 year ago
I think it is an underestimation to say ~800 people died in the Gaza war. The Ukraine number also seems like a serious underestimation.
Comment · 2 years ago
Israel is committing what some experts are calling a genocide. In any case, they killed a lot of civilians. It can probably be debated whether this is noble or "striving to be better". But either way, the political beliefs and hobbies of the laureates aren't interesting to me, and I can't imagine the Nobel committee seriously taking this into account.
Comment · 3 years ago
Comment · 3 years ago
Writing Basel as Bâle would be silly and non-standard too, yes. Maybe "wrong" is too strong of a classification. But for example, I wouldn't immediately recognize it as Basel in a headline. FWIW Leuven refers to itself in English as Leuven on their own website: https://www.leuven.be/en

Also somewhat interesting to me is that for some reason people think Belgium is mainly a French speaking country, but in fact there are actually more Dutch speakers than French speakers (56% vs 38% native speakers according to Eurostat in 2015) - I have the sense referring to Flemish cities by their French name reflects that

Comment · 3 years ago
Comment · 3 years ago
Comment · 3 years ago
They use a random forest classifier, which is an ensemble model that gives a consensus result of several decision trees. One way to achieve this consensus is voting. Random forest models are commonly used in building chemical models like this (and in QSAR), because they are quite robust. Due to the typically small size of chemical data sets (dozens to thousands, typically), more sophisticated methods are not usable and do not perform better.
Comment · 3 years ago
High-throughput screening (HTS), i.e. testing a large amount of compounds in simple biochemical assays can't be compared with testing 10 compounds in monkeys. The point of HTS is finding active substances in a large collection of compounds (finding needles in the haystack), and then using this as the initial step of a whole chemical optimization research program that may lead to a new drug candidate down the line.

Conversely, the 10 compounds tested in monkeys will usually be advanced drug candidates just before phase 1 trials in humans. If you would give monkeys 10 compounds from a HTS collection you would learn nothing about what works in human disease because most compounds are inactive at a given target.

Every large pharma company has HTS infrastructure and uses this for early discovery (in addition to animal experiments at later stages of drug discovery campaign) - and these companies are interested in making profit by discovering new drugs that meet the requirements to get approved, not in generating publications or boasting about their fancy HTS robot.

Comment · 3 years ago
Comment · 3 years ago
Comment · 3 years ago
This is really a scandalously misinformed stunt. The chemical they released is SO_2 - one of the gasses and car pollutants causing acid rain.

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