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| http://dx.doi.org/10.1038/s41598-023-28281-0 | DOI Listing |
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Natural language processing analysis of the theories of people with multiple sclerosis about causes of their disease.
Commun Med (Lond)
June 2024
Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Zurich, Switzerland.
Background: While potential risk factors for multiple sclerosis (MS) have been extensively researched, it remains unclear how persons with MS theorize about their MS. Such theories may affect mental health and treatment adherence. Using natural language processing techniques, we investigated large-scale text data about theories that persons with MS have about the causes of their disease.
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Heliyon
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Department of Pharmaceutical Sciences, College of Pharmacy, Princess Nourah Bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia.
Objectives: This study aimed to assess compliance with legal requirements, safe medication storage and staffing standards in community pharmacies in Punjab, Pakistan.
Method: We conducted a three-step cross-sectional study using observations, questionnaires and face-to-face interviews in 544 systematically-selected community pharmacies. We used descriptive statistic and one-way ANOVA to assess the data.
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