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Compared to OHE, ClinicalBERT reduced the dimensionality from 2,492 to 128 (approximately 95% reduction) while improving the AUC for MACE prediction from 0.719 to 0.746, a relative improvement of approximately 3.8%

Air bubbles in the reconstituted vial A few small air bubbles in the vial after reconstitution are normal and harmless

Common applications include the reconstitution of compatible research materials, laboratory dilution workflows, formulation studies, stability investigations, and general laboratory preparation procedures where a preserved aqueous medium is required

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