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Medication’s over-generalization situation—and the way AI would possibly make issues worse

Source link : https://health365.info/medications-over-generalization-situation-and-the-way-ai-would-possibly-make-issues-worse/

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In remedy, there is a well known maxim: by no means say greater than your knowledge lets in. It is some of the first classes realized by way of clinicians and researchers.

Magazine editors be expecting it. Reviewers call for it. And scientific researchers most commonly comply. They hedge, qualify and slender their claims—incessantly at the price of readability. Take this conclusion, written to reflect the manner of a normal medical trial file:

“In a randomized trial of 498 European patients with relapsed or refractory multiple myeloma, the treatment increased median progression free survival by 4.6 months, with grade three to four adverse events in 60% of patients and modest improvements in quality-of-life scores, though the findings may not generalize to older or less fit populations.”

It is scientific writing at its maximum exacting—and arduous. Actual, however now not precisely simple to soak up.

Unsurprisingly, then, the ones cautious conclusions incessantly get streamlined into one thing cleaner and extra assured. The above instance may well be simplified into one thing like: “The treatment improves survival and quality of life.” “The drug has acceptable toxicity.” “Patients with multiple myeloma benefit from the new treatment.” Transparent, concise—however incessantly past what the knowledge justify.

Philosophers name these kind of statements generics—generalizations with out…

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Author : admin

Publish date : 2025-05-01 16:41:00

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