Only 12.2% of 3,967 eligible prediction model studies share code, with shared repositories frequently lacking dependency specifications and modular structure needed for reproducibility.
I f t h e r e p o s i t o r y u s e s s t o c h a s t i c p r o c e s s e s ( e . g . , random sampling , ML t r a i n i n g ) , w h e t h e r i t
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Code Sharing In Prediction Model Research: A Scoping Review
Only 12.2% of 3,967 eligible prediction model studies share code, with shared repositories frequently lacking dependency specifications and modular structure needed for reproducibility.