Abstract: Recent developments in cost-effective DNA sequencing allows for individualized genomic screening of a subject for genetic sequence variants. Training a pathogenicity prediction model using semi-supervised training methods produces a better model for predicting the pathogenicity of a test genetic sequence variant. Provided herein are methods for predicting the pathogenicity of a test genetic sequence variant by utilizing a training data set comprising labeled benign genetic sequence variants unlabeled genetic sequence variants, the unlabeled genetic sequence variants comprising a mixture of benign genetic sequence variants and pathogenic genetic sequence variants. The genetic sequences are annotated with one or more features and a machine learning model is trained in a semi-supervised process based on the training data.

Abstract: Systems and methodologies are described that enable hybrid web and native applications. A communications device may be equipped to process one or more links where each link may be associated with a workflow directive. Further, the communications device may be equipped to process a workflow directive associated with a link to pre-render a template while a content request including the link is being transmitted. Still further, the communications device may be equipped to apply content received in response to the content request to the pre-rendered template.

Abstract: Systems and methodologies are described that enable hybrid web and native applications. A communications device may be equipped to process one or more links where each link may be associated with a workflow directive. Further, the communications device may be equipped to process a workflow directive associated with a link to pre-render a template while a content request including the link is being transmitted. Still further, the communications device may be equipped to apply content received in response to the content request to the pre-rendered template.

Abstract: An emergency request system includes a portable emergency device designed to be carried on the person of a user, the emergency device containing stored data useful in the event of an emergency, such as data on medical problems of the user, contact information of a person able to supply information when the user is incapacitated and location information as to the present location of the user. The emergency request system includes a cellular phone that supports Bluetooth and software that interacts with the portable emergency device and the 911 emergency system.

Abstract: An emergency request system includes a portable emergency device designed to be carried on the person of a user, the emergency device containing stored data useful in the event of an emergency, such as data on medical problems of the user, contact information of a person able to supply information when the user is incapacitated and location information as to the present location of the user. The emergency request system includes a cellular phone that supports Bluetooth and software that interacts with the portable emergency device and the 911 emergency system.