FDA's accelerated approval of Camizestrant + a CDK4/6 inhibitor isn't just a new molecule—it's an architecture tied to detecting an acquired ESR1 mutation via the Guardant360 CDx.
Beyond the label. Beneath the signal.
PHARMAKET INTELLIGENCE | دارونگر
#Oncology#PrecisionMedicine
8/8
A friend put it perfectly:
“I don’t want it to be a baby. I want it to be capable.” 😂
Maybe the real challenge for medical AI isn’t teaching pessimism or reassurance—it’s teaching it to reason.
Should AI show us the possibility space—or protect us from it?
A strange paradox in medical AI:
If you tell AI to always consider the worst-case scenario, it may become alarmist.
If you tell it to focus only on the most likely diagnosis, it may become falsely reassuring.
Maybe the goal isn't either.
🤔
7/8
Maybe “safe AI” shouldn’t mean “give me the simplest answer.”
It should mean: an answer calibrated to uncertainty, transparent about limitations, and explicit about what could change the conclusion.
That’s much harder—and much more interesting.
3/8
Here's the paradox:
The probability of an outcome and the consequence of missing it are not the same thing.
A rare diagnosis can deserve attention precisely because the cost of overlooking it is enormous.
So:
low probability ≠ low importance.
Welcome to Pharmaket Intelligence
Medicines have stories that never appear on the label.
Why this dosage form?
Why this particular excipient?
Why was the formulation designed this way?
And what can a centuries-old apothecary manuscript still teach us about modern pharmacy?
@Lecterbitch لکه خون یا جتی ضدآفتاب رنگی بخاطر اکسید آهنه. مواد با خاصیت شلاتینگ و اکسنده/کاهنده از پارچه حذف میشه:EDTA سیتریک، اگزالیک استیکاسید (سرکه)
سدیم پرکربنات: جزء اصلی پودر رخشا و خیلی مواد لکهبر خونگی
@iamalawyerr@biza_for_ever@shahrdaar گوسفند فروختن استعاره و تمثیل نیست. واقعیت عینیه. ایف یو نو، یو آندرستند! البته بعدا با سود قاچاق دارو چند برابر گوسفندا رو خریدن. کارخونه نهاده دامی و ریسندگی پشم هم زدن