Abstract: Systems and techniques are described herein for annotating media content. For example, a process can include obtaining media content and generate, use one or more machine learning models, a metadata file for at least a portion of the media content. The metadata file includes one or more metadata descriptions. The process can include generating a text description of the media content based on the one or more metadata descriptions of the metadata file. The process can include annotating the media content use the text description.

Abstract: A wireless gateway is provided that is adapted to receive output data from a variety of connected devices such as pumps from a variety of different manufacturers. The gateway connects to each pump associated with an end user using a wired or wireless connection. The gateway receives output data from a pump in a first format that is specific to the type of pump or the manufacturer of the pump. The gateway then converts the output data into a second format based on knowledge about the type or manufacturer of the pump. The gateway then provides output data in the second format to a platform accessible by a service provider and the end user. The output data may be provided through a wired or wireless connection (e.g., cellular connection) between the gateway and a cloud-based platform used by the end user.

Abstract: An herbicidal composition and method. An herbicidal composition including of one or more herbicidally active ingredients dissolved and/or suspended in an MCPA-2-ethylhexyl carrier, where the active ingredient carrier is otherwise oil and solvent free and the composition is chemically and physically stable. A method of preparing an herbicidal composition and a method of controlling weeds are also described.

Abstract: An indicator device for detecting the presence of another device and alerting a user of the indicator device may comprise a housing, an electrical power source, a proximity sensor configured to detect the presence of the other device, and one or more indicator elements operable to alert the user of the indicator device where the proximity sensor is configured to operate the indicator element if the distance between the indicator device and the other device is below a predetermined value. The proximity sensor may be configured to operate the indicator element if the distance between the indicator device and the other device is within a predetermined distance.

Abstract: A system includes an output terminal and a linear switch circuit coupled to the output terminal. The linear switch circuit includes a first power field-effect transistor (FET) having: a first channel width; a control terminal; a first current terminal; and a second current terminal, wherein the second current terminal is coupled to the output terminal. The linear switch circuit also includes a second power FET having: a second channel width smaller than the first channel width; a control terminal; a first current terminal coupled to the first current terminal of the first power FET; and a second current terminal coupled to the output terminal. The system also comprises a control circuit coupled to the control terminal of the first power FET and to the control terminal of the second power FET. The control circuit detects a drain-to-source voltage (VDS) saturation condition and controls the first and second power FETs accordingly.

Abstract: A safener containing herbicidal oil dispersion. An oil dispersion is described containing a base oil, an herbicide composition including a comprising flucarbazone sodium and/or fenoxaprop-p-ethyl, an herbicidal safener comprising cloquintocet-mexyl, and a carrier comprising an alkyl benzoate. The dispersion demonstrates enhanced dilution, and high and low temperature stability.

Abstract: A safener containing herbicidal oil dispersion. An oil dispersion is described containing a base oil, an herbicide composition including a comprising flucarbazone sodium and/or fenoxaprop-p-ethyl, an herbicidal safener comprising cloquintocet-mexyl, and a carrier comprising an alkyl benzoate. The dispersion demonstrates enhanced dilution, and high and low temperature stability.

Abstract: A system includes an output terminal and a linear switch circuit coupled to the output terminal. The linear switch circuit includes a first power field-effect transistor (FET) having: a first channel width; a control terminal; a first current terminal; and a second current terminal, wherein the second current terminal is coupled to the output terminal. The linear switch circuit also includes a second power FET having: a second channel width smaller than the first channel width; a control terminal; a first current terminal coupled to the first current terminal of the first power FET; and a second current terminal coupled to the output terminal. The system also comprises a control circuit coupled to the control terminal of the first power FET and to the control terminal of the second power FET. The control circuit detects a drain-to-source voltage (VDS) saturation condition and controls the first and second power FETs accordingly.

Abstract: A system includes an output terminal and a linear switch circuit coupled to the output terminal. The linear switch circuit includes a first power field-effect transistor (FET) having: a first channel width; a control terminal; a first current terminal; and a second current terminal, wherein the second current terminal is coupled to the output terminal. The linear switch circuit also includes a second power FET having: a second channel width smaller than the first channel width; a control terminal; a first current terminal coupled to the first current terminal of the first power FET; and a second current terminal coupled to the output terminal. The system also comprises a control circuit coupled to the control terminal of the first power FET and to the control terminal of the second power FET. The control circuit detects a drain-to-source voltage (VDS) saturation condition and controls the first and second power FETs accordingly.

Abstract: Mechanisms are provided for automated medical device regulation risk analysis (MDRRA). An automated MDRRA engine receives compliance rules for a medical device, a data dictionary for a patient data source, and medical device characteristics data for the medical device. The automated MDRRA engine automatically determines, based on the compliance rules and the data dictionary, critical fields of patient data and medical device characteristics data for demonstrating medical device efficacy according to the compliance rules. The automated MDRRA engine automatically determines, based on the critical fields, one or more patient population data subsets for a plurality of patients from a patient population data set and selects a population segment from the one or more patient population data sets to populate an electronic case report form (eCRF) study build. The automated MDRRA engine automatically populates fields of the eCRF with data from the population data sets corresponding to the selected population segment.

Abstract: A system includes an output terminal and a linear switch circuit coupled to the output terminal. The linear switch circuit includes a first power field-effect transistor (FET) having: a first channel width; a control terminal; a first current terminal; and a second current terminal, wherein the second current terminal is coupled to the output terminal. The linear switch circuit also includes a second power FET having: a second channel width smaller than the first channel width; a control terminal; a first current terminal coupled to the first current terminal of the first power FET; and a second current terminal coupled to the output terminal. The system also comprises a control circuit coupled to the control terminal of the first power FET and to the control terminal of the second power FET. The control circuit detects a drain-to-source voltage (VDS) saturation condition and controls the first and second power FETs accordingly.

Abstract: Both dairy and non-dairy based high protein ingredient systems that are available in either a liquid or dry powder blend. These ingredient system options have been balanced to provide a rich and creamy mouthfeel which can be easily added into a wide array of products to enhance their protein and nutritional levels without creating the sandy or gritty texture that typically forms. The liquid version has already been pasteurized or asceptically packaged for easy incorporation into other liquid products such as smoothies, yogurts, puddings, jells, toppings, fillings, carbonated or still beverages such as juices of milks, ice cream mixes, frozen yogurts and frozen desserts. The powdered version is designed to be easily blended into other dry mixes, batters, baked goods, cereals, dressings, hummus products, breads, and dry dessert mixes, while liquid additive versions may be added to water, milk products such as liquid milk and yogurt, etc.

Abstract: The present disclosure describes combination therapies comprising an antagonist of Programmed Death 1 receptor (PD-1) and a selective 4-1 BB agonist, and the use of the combination therapies for the treatment of cancer, and in particular for treating cancers that express PD-L1.

Abstract: An herbicidal composition and method. An herbicidal composition including of one or more herbicidally active ingredients dissolved and/or suspended in an MCPA-2-ethylhexyl carrier, where the active ingredient carrier is otherwise oil and solvent free and the composition is chemically and physically stable. A method of preparing an herbicidal composition and a method of controlling weeds are also described.

Abstract: Both dairy and non-dairy based high protein ingredient systems that are available in either a liquid or dry powder blend. These ingredient system options have been balanced to provide a rich and creamy mouthfeel which can be easily added into a wide array of products to enhance their protein and nutritional levels without creating the sandy or gritty texture that typically forms. The liquid version has already been pasteurized or asceptically packaged for easy incorporation into other liquid products such as smoothies, yogurts, puddings, jells, toppings, fillings, carbonated or still beverages such as juices of milks, ice cream mixes, frozen yogurts and frozen desserts. The powdered version is designed to be easily blended into other dry mixes, batters, baked goods, cereals, dressings, hummus products, breads, and dry dessert mixes, while liquid additive versions may be added to water, milk products such as liquid milk and yogurt, etc.

Abstract: Both dairy and non-dairy based high protein ingredient systems that are available in either a liquid or dry powder blend. These ingredient system options have been balanced to provide a rich and creamy mouthfeel which can be easily added into a wide array of products to enhance their protein and nutritional levels without creating the sandy or gritty texture that typically forms. The liquid version has already been pasteurized or asceptically packaged for easy incorporation into other liquid products such as smoothies, yogurts, puddings, jells, toppings, fillings, carbonated or still beverages such as juices of milks, ice cream mixes, frozen yogurts and frozen desserts. The powdered version is designed to be easily blended into other dry mixes, batters, baked goods, cereals, dressings, hummus products, breads, and dry dessert mixes, while liquid additive versions may be added to water, milk products such as liquid milk and yogurt, etc.

Abstract: A safener containing herbicidal oil dispersion. An oil dispersion is described containing a base oil, an herbicide composition including a comprising flucarbazone sodium and/or fenoxaprop-p-ethyl, an herbicidal safener comprising cloquintocet-mexyl, and a carrier comprising an alkyl benzoate. The dispersion demonstrates enhanced dilution, and high and low temperature stability.

Abstract: A dairy-based yogurt product having a protein level above 15%, sometimes more than 25%, with a smooth and rich texture and no grittiness. The yogurt product includes a particular selection of dairy proteins and other ingredients to raise the gelation temperature of the dairy proteins and avoid causing gelation or precipitation during pasteurization. Additionally, pasteurization temperatures, times and methods are selected to avoid gelation. Starting dairy proteins generally have relatively higher pH levels and low total acidity (TA) levels to help reduce gelation during pasteurization. Ingredients such as buffering agents and sequestering agents may be utilized to help raise the gelation temperature, as well as higher sugar levels which can control hydration of the proteins.

Abstract: A dairy-based yogurt product having a protein level above 15%, sometimes more than 25%, with a smooth and rich texture and no grittiness. The yogurt product includes a particular selection of dairy proteins and other ingredients to raise the gelation temperature of the dairy proteins and avoid causing gelation or precipitation during pasteurization. Additionally, pasteurization temperatures, times and methods are selected to avoid gelation. Starting dairy proteins generally have relatively higher pH levels and low total acidity (TA) levels to help reduce gelation during pasteurization. Ingredients such as buffering agents and sequestering agents may be utilized to help raise the gelation temperature, as well as higher sugar levels which can control hydration of the proteins.

Abstract: The present disclosure describes combination therapies comprising an antagonist of Programmed Death 1 receptor (PD-1) and a selective 4-1 BB agonist, and the use of the combination therapies for the treatment of cancer, and in particular for treating cancers that express PD-L1.