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Is it just that "randomized clinical trials" can not exist for definitive actions like surgery or steroids, as there's nothing that can play the role of placebo?


No, there have been sham controlled trials of surgical interventions before, they're just rare. One example is kyphoplasty.



Sham surgery for some procedures. Saline for injections.




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