Development and validation of a machine learning-based fall-related injury risk prediction model using nationwide claims database in Korean community-dwelling older population

Abstract Background Falls impact over 25% of older adults annually, making fall prevention a critical public health focus.We aimed to develop and validate a machine learning-based prediction model for serious fall-related injuries (FRIs) among community-dwelling older adults, incorporating various medication factors.Methods Utilizing annual nationa

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Parental Risk for Suicide and Attachment Patterns Among Adolescents With Borderline Personality Disorder. A Clinical-Based Study

Introduction: Experiencing adverse life events and early disturbed patterns of interaction are crucial determinants for the development of Borderline Personality Disorder (BPD).Parental suicidal attempts can be considered a major adverse life event and a potentially traumatic experience.The aim of this study was to examine differences in parental s

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Problems and Prospects of Kyoto Protocol Prolongation Till 2020 on the Basis of International Summits on Climate

The article studies the research of the results of international summits on climate change held from 2009 to 2014 in Copenhagen, Cancun, Durban, Doha, Lima.Today climate change issues are among the most discussed problems in the world, and negative impact of human activities on climate change process is doubtless.The comprehension of importance of

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