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dsquared2 scarpe, from environmental projects working on the landscape to social projects which use the mobility of the volunteer to bring people together in a way that is designed to be mutually beneficial. This thesis draws on 15 months of ethnographic fieldwork in three different movement volunteering programmesand explores what a commitment to participation will mean in practice. It concludes that for most people participation will be in terms of ensuring the accountability of their representatives. Such active participation is necessary if citizens are to contribute to policy rather than simply keep a check on their rulers.. The models employed demonstrate that a patient's risk of diabetes/pre diabetes can be reliably predicted from EHR records. We then extend this work to include pioneering adoption of recent technologies to investigate the outcomes of the predictive models employed by using recent explainable methods. This work also investigates the effect of using longitudinal data and more of the features available in the EHR systems on the performance and features ranking of the employed machine learning models for predicting elevated HbA1c levels in non diabetic patients. "If you say something
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