My mom is a doctor and she told me that sometimes she prescribes brands over generic (or more expensive brands over other brands) because of the ways she has seen the patients react to them. This is specially true for medicines that affect your stomach, so she would tell people that the brand was more expensive, but the stomach side effects would be milder, so it was up to them to choose.
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