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Reddit was selected as the data source due to its large, publicly accessible, topic-specific health communities and its long-form, context-rich user discussions, the authors wrote

Surprisingly, given the limited amount of training data, we found that an ensemble of multi-task convolutional neural-network (CNN) models that simultaneously predict potency at both GCGR and GLP-1R provides significantly better performance against GLP-1R, whereas performance differences against GCGR were largely not significant

Genetic linkages, notably HLA alleles linked with altered antigen presentation, involve adaptive immunological processes in disease risk [84]

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