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However, sole reliance on ICD codes is problematic due to their imprecision; it is estimated that approximately 40% of hospitalizations labeled with primary ICD codes for CHF do not hold up upon detailed medical record review [9].
JMIR Med Inform 2025;13:e64113
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HCHB is an electronic medical record (EMR) software developed in 1999. This software is hosted on the cloud and is designed to facilitate home health care frontline workers’ abilities to monitor their clinical outcomes and operational activities to enhance the quality of patient care.
Through the HCHB platform, a home health organization can extract a wide range of clinical and administrative data.
JMIR Nursing 2025;8:e71535
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If a participant did not record food intake for 5 days or more, a study coordinator contacted the participant to discuss barriers to using the Fitbit tracker and to encourage continued tracking. Study assessments were completed on REDCap (Research Electronic Data Capture; Vanderbilt University), a web-based software platform [25,26], on a paper survey, or in person using a tablet during clinic visits.
Participants’ sociodemographic characteristics were obtained from the EHR and the baseline survey.
JMIR Cancer 2025;11:e67108
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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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As a growing number of RACFs implement electronic health record (EHR) systems, new opportunities have emerged to develop a personalized, dynamic approach to predicting residents’ fall risk by taking advantage of multiple potential contributory factors [8]. Some studies have integrated routinely collected EHR data including vital signs into the development of fall prediction tools through the application of machine learning models [9].
JMIR Aging 2025;8:e63609
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Given the short duration and minimal supplies cost of the 5-Cog, indirect expenses (eg, scheduling, record keeping, facility overhead, and equipment depreciation) and opportunity costs (eg, forgoing other billable care) are anticipated to be minimal. Investigators have previously reported costs associated with both community health workers (CHWs) and practice facilitators throughout Indiana and the Midwest in the United States [63].
JMIR Res Protoc 2025;14:e60471
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Participants were divided into 3 groups with a target of 85 participants each: those with stable RRMS who had no suspected or confirmed progression (RRMS-Stable), those with PMS who had confirmed disability worsening on EDSS (PMS), and those with RRMS who were suspected to be progressing clinically (inferred by an MS-trained neurologist from medical record notes or personal knowledge of the participant) but did not have sustained disability worsening on exam (RRMS-Suspected progression).
JMIR Mhealth Uhealth 2025;13:e57599
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