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This suggests that while OHE may still be a valid option for straightforward, code-based classification tasks, ClinicalBERT is more effective for complex, multifactorial prediction tasks such as predicting MACE within one year after procedures like PCI or CABG, as it captures deeper semantic relationships among diagnoses, medications, and clinical baseline data

Unless you have severe deficiency requiring medical intervention, sublingual spray is the smarter, more sustainable choice

IM administration should be done with an appropriate needle to reach muscle tissue, and the site should be rotated (for example, alternate buttocks) if injections are repeated regularly to avoid soreness

Vitamin B12 is integral to normal, healthy energy metabolism in all cells of the body

Injection technique and site rotation Proper injection technique affects both comfort and efficacy