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Skip search results from other journals and go to results- 65 JMIR Research Protocols
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The outcome measures for this study were the total number of unplanned hospital admissions, including ED visits, the hospitalization rate per patient, and the cumulative length of hospital stay in days for both the total population and per patient. Outcomes were compared between the year preceding the patient’s enrollment in the RPM system (Y–1) and after 1 year of follow-up (Y).
J Med Internet Res 2025;27:e71527
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To maintain some disease homogeneity, studies focusing on hematological patients alone were excluded, although those with mixed patient populations, solid tumors, or hematological cancers were admissible. Given that this review focuses on symptoms, articles evaluating Qo L, coping strategies, or symptom-targeted interventions alone were excluded. Reviews or meta-analyses were also excluded. Eligible articles had to be written in English. This systematic review was not registered.
JMIR Cancer 2025;11:e66087
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Candidates for Patient Watch were reviewed by the health coach (registered nurse) for appropriateness (eg, candidate was excluded if they were inpatients or living in a residential care facility). A lay tele-navigator support (TNS) worker contacted eligible candidates and provided information about the program. Interested candidates were then contacted by the health coach; consent was obtained; and their current medical, emotional, and social situation was assessed via telehealth.
J Med Internet Res 2025;27:e64734
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Inclusion criteria were individuals aged ≥18 years who self-identify as having paid employment in a part-time or full-time capacity in any work role in any organization, or self-employed, or undertaking paid training (eg, apprentice and internist).
JMIR Res Protoc 2025;14:e58655
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Participants were informed about the study purpose, procedures, potential risks and benefits, the voluntary nature of their participation, and their right to withdraw from the study at any time without consequences. Regarding any secondary analyses using existing data, the original consent and ethics approval explicitly covered the possibility of secondary analysis without requiring additional consent from participants. All collected data were fully anonymized before analysis.
JMIR Res Protoc 2025;14:e65044
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Eligible participants were licensed pharmacists in the United States who were at least 18 years old and had access to a laptop or desktop computer with a webcam. Pharmacists were excluded if they required assistive technology to use the computer, wore eyeglasses with more than 1 power, had uncorrected cataracts, intraocular implants, glaucoma, or permanently dilated pupils, or had eye movement or alignment abnormalities (eg, lazy eye, strabismus, and nystagmus).
JMIR Med Inform 2025;13:e64902
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Training hyperparameters were set to 1000 epochs, a batch size of 32, and a learning rate of 0.001. Two datasets of 5000 and 10,000 artificial patients were generated, representing a data increase rate of 10 and 20 artificial patients, respectively, for 1 real patient.
The next step involved assessing the consistency (fidelity scores) and confidentiality (filter similarity scores and degree of anonymization) of artificial data.
J Med Internet Res 2025;27:e63130
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Search terms were selected following the population, prediction factors, and outcome format for conducting systematic reviews for prognostic or prediction studies [33]. Our target population was social media users, prediction factors were prediction terms (ie, machine learning, algorithms, text mining, and language style), and the outcome was depression.
J Med Internet Res 2025;27:e59002
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prescribed, it had to match every single molecule to be correct; if 1 or more names were incorrect (or with brand name only), the item was considered invalid.
J Med Internet Res 2025;27:e57782
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In addition, inactive individuals were reported to have lower well-being scores and higher levels of depression and anxiety than moderately active and active individuals. A large-scale meta-analysis of data for 1,853,610 adults revealed that the rates of severe COVID-19 were 34% lower, the risk of hospitalization was 36% lower, and COVID-related mortality was 43% lower in participants regularly engaging in PA than in their inactive peers [10].
J Med Internet Res 2025;27:e68199
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