Though this is probably the most reliable way, it is impractical for many scenarios since assembling and manually annotating a representative gold standard may already be quite a laborious task.
whereas the gene entities are quite frequent (about 1.3 per sentence on average), the variation entities are rather sparse (0.62 per sentence on average) making it an ideal playground for AL-based annotation.