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Summary of relative tradeoffs between manually authored order sets vs algorithmically generated order suggestions
| Aspect | Order sets | Topic models |
|---|---|---|
| Production | Manual development | Automated generation |
| Construction | Preconceived concepts | Underlying data structure |
| Usability | Interruptive workflow | Passive dynamic adaption |
| Applicability | Isolated scenarios | Composite patient context |
| Interpretability | Annotated rationale | Numerical associations |
| Reliability | Clinical judgment | Statistical significance |
