Abstract: A device may A) obtaining plural pieces of training data each of which being an indicator of a periprosthetic joint infection, wherein the plural pieces of training data include at least one combination of data indicating a high probability of a periprosthetic joint infection. A device may B) using the plural pieces of training data to pre-train a machine learning model. A device may C) wherein the plural pieces of training data of B) correspond to a combination of data that is associated with periprosthetic joint infection. A device may D) feeding plural pieces of data obtained from a subject to the machine learning model. A device may E) determining the likelihood of a subject having a periprosthetic joint infection based on an output of the machine learning model.

Abstract: Disclosed are methods, systems, apparatuses, and non-transitory computer-readable media for facilitating measurement of organizational culture in real time. In embodiments, an organization culture measurement system may facilitate culture measurement through receipt and comparison of various actions performed by persons associated with the organization. The organization culture measurement system may provide a networking and interaction interface for users within an organization to interact with each other. User actions in the networking and interaction interface may be received by the organization culture measurement system and used to associate one or more cultural classifications and/or signifiers with users. Cultural classifications and/or signifiers associated with users may be used to measure organizational culture on a wider level and incentivize desired cultural traits.

Abstract: This invention relates to a clear shampoo comprising a polysiloxane component and methods for making the same. In one embodiment, the polysiloxane component comprises a side chain component having a hindered amine group.

Abstract: This invention relates to a clear shampoo comprising a polysiloxane component and methods for making the same. In one embodiment, the polysiloxane component comprises a side chain component having a hindered amine group.

Abstract: This invention relates to a clear shampoo comprising a polysiloxane component and methods for making the same. In one embodiment, the polysiloxane component comprises a side chain component having a hindered amine group.

Abstract: A composition including (a) about 2 to about 25 wt % of L-ascorbic acid, (b) about 0.1 to about 10 wt % of at least one selected form the group consisting of cationic polymers and cationic surfactants, and (c) about 0.1 to about 70 wt % of at least one selected from the group consisting of humectants, polymers with humectant properties, and inorganic driers. The ratio of ingredient (a) to ingredient (b) is about 1:1 to about 50:1. The composition is stable when stored at room temperature for a period of at least ten weeks.

Abstract: A composition including (a) about 2 to about 25 wt % of L-ascorbic acid, (b) about 0.1 to about 10 wt % of at least one selected form the group consisting of cationic polymers and cationic surfactants, and (c) about 0.1 to about 70 wt % of at least one selected from the group consisting of humectants, polymers with humectant properties, and inorganic driers. The ratio of ingredient (a) to ingredient (b) is about 1:1 to about 50:1. The composition is stable when stored at room temperature for a period of at least ten weeks.

Abstract: This invention relates to a clear shampoo comprising a polysiloxane component and methods for making the same. In one embodiment, the polysiloxane component comprises a side chain component having a hindered amine group.