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Reference 42: How to obtain NNT from Cohen's d: comparison of two methods
J Med Internet Res 2025;27:e68454
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(D) IUH: negative 5-Cog result.
At both sites, a paper token (Figure 4) is used as an additional feature to help ensure that care providers review the patients’ 5-Cog results. Patients are handed this token after they complete the 5-Cog battery and are asked to hand it to their care provider at their scheduled visit, generally within 30 minutes after the 5-Cog battery administration.
Token to alert care provider for patient's 5-Cog participation.
JMIR Res Protoc 2025;14:e60471
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The predictor period was defined as the first 30 days of MMP app use, and the outcome period was set between 30 days and 6 months (183 d) from the first app use (Figure 2). There were 680 users who recorded a response in the predictor period, 182 users who recorded a response in the outcome period, and 180 users who had a response in both the predictor and outcome periods. Therefore, 180 users were selected for this study.
Overview of study timelines and machine learning model approach.
JMIR Med Inform 2025;13:e67178
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Each observation was represented by the triplet {X,T,S}, where X⊆Rd is a d-dimensional feature vector, T∈(0,Emax] is an observed event or censoring time over a finite time horizon, and S∈{0,1} indicates whether T is a right-censoring time (S=0) or an event time (S=1). The observed time T is the minimum of the event time E and the right-censoring time C, that is, T=min(E, C).
JMIR AI 2025;4:e62985
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