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For MixEHR+RNN and the baseline RNN models, we recorded the prediction accuracy across all visit blocks (excluding the first visit block) for each patient in terms of AUROC and AUPRC for each diagnostic code

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For Ozempic injection: Use the medicine as soon as you can and then go back to your regular schedule

229 Clinical trials in postmenopausal women have found a 0.5% vaginal DHEA preparation providing 6.5 mg of DHEA per day or 50 mg of oral DHEA effectively reduced symptoms of genitourinary syndrome of menopause without stimulating the endometrium, and may reduce hot flashes and menopausal symptoms

Active ingredients come from FDA-registered suppliers with certificates of analysis

Food and Drug Administration (2015) Lithium, National Alliance on Mental Illness (2023) Common pain relievers carry risks, Arthritis Foundation (2021) Nonsteroidal anti-inflammatory drugs and the kidney, Pharmaceuticals (2010) Alcohol and NSAIDs increase risk for upper GI bleeding, American Family Physician (2000) Review of herbal medications with the potential to cause bleeding: Dental implications, and risk prediction and prevention avenues, EPMA Journal (2019) Ibuprofen drug label information, DailyMed (2022) Ibuprofen, LiverTox (2018) FDA recommends avoiding use of NSAIDs in pregnancy at 20 weeks or later because they can result in low amniotic fluid, U.S