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Eligible participants included cisgender men who were aged 15 to 24 years, self-reported being HIV negative or HIV status unknown at screening (technical pilot only), not currently taking Pr EP (technical pilot, as participants are testing an app, which assists with Pr EP uptake), fluent in English, owned an i OS or Android mobile phone, and had self-reported evidence of being at risk for HIV acquisition (detailed risk criteria are described in the study by Liu et al [26]).
JMIR Hum Factors 2025;12:e62830
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In addition, Liu et al [24] reported that preoperative NT-pro BNP levels can more effectively predict postoperative AKI in patients undergoing noncardiac surgery, further corroborating the prognostic utility of NT-pro BNP.
Given that our study cohort consisted of patients with CHD, we included relevant pharmacological agents in the predictive model. Results revealed that antiplatelet therapy ranks first in importance in both the XGBoost and DT models.
JMIR Med Inform 2025;13:e72349
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