Abstract: Systems and methods for using models to optimize suggestions for long-term and short-term goals are disclosed. In one aspect, a method may include receiving input data associated with promotion of a product to one or more target entities, and defining a plurality of temporal goals for attainment based at least in part on the input data. The plurality of temporal goals may be classified into at least two categories of different timescales. The method may further include providing the plurality of temporal goals and a set of constraints to an optimization model comprising an objective function, and using the optimization model to generate a set of multi-dimensional actions with predicted action values for at least a subset of the plurality of channels. The predicted action values can collectively maximize an impact value of the objective function while balancing a feasibility of the plurality of temporal goals with respect to one another.

Abstract: The present disclosure provides systems, methods, and computer program products for explaining decision models. An example method may comprise (a) using a decision model to predict an action that a sales representative should take to maximize a target variable, wherein the decision model comprises a plurality of sub-models comprising a channel affinity sub-model and a content affinity sub-model; and (b) applying an explainability model to the decision model to generate one or more predictors or drivers of the output of the decision model, wherein the one or more predictors or drivers (1) are features of the channel affinity sub-model and/or the content affinity sub-model and (2) provide an explanation of an effect of the action on the target variable.

Abstract: Systems, methods, client devices, and non-transitory computer-readable media are disclosed for enabling video calls which facilitate shared augmented reality (AR) background environments. In particular, the disclosed systems can establish a video call between client devices. In addition, the disclosed systems can enable client devices to segment one or more participants captured via videos on the client devices from captured backgrounds. Moreover, the disclosed systems can enable the client devices to render, in place of the segmented backgrounds, AR background environments to place captured videos of the one or more participants within a shared AR background space to create the perception that the participants of the video call are present in the same location (or setting).

Abstract: The present disclosure provides systems, methods, and computer program products for explaining decision models. An example method may comprise (a) generating one or more predictive models; (b) generating a decision model from the one or more predictive models by imposing (i) a set of operational constraints and (ii) a set of brand strategy rules on the predictive model; (c) using the decision model to determine one or more optimal actions for maximizing one or more target variables; and (d) applying explainability modeling to the decision model to generate an explanation model, wherein the explanation model is useable by one or more users to gain insights or an understanding into interactions within the decision model affecting the sales of the one or more products.

Abstract: Techniques are described that provide a gallery of media files via a messaging application. The messaging application may include one or more messaging threads between a user and one or more other users. The user may share a media file with another user via a message associated with a message thread. The media files may include photographs, videos, links, screenshots, documents, graphic interchange format (GIF) images, and other media content shared between a user and one or more other users. A communication platform may determine that the message includes a media file and may associate the media file with media galleries associated with the user and the other user. The media galleries may enable both users to easily access shared media content and to quickly identify a particular media files of interest.

Abstract: A health care provider (HCP) engagement engine is disclosed. The HCP engagement engine facilitates effective communication between pharmaceutical sales representatives (medical reps) and HCPs by generating, using machine learning algorithms, messages for the medical reps to send to HCPs. The recommended messages may be sent over a network and may include email messages, text messages, or online chat messages. The recommended messages may be drafted entirely by the engagement engine or may be drafted as addenda to messages already used by the medical reps. The HCP engagement engine uses historical data on actions performed by the HCPs and medical reps, as well as data collected from historical message recommendation events, in order to produce message recommendations.

Abstract: A health care provider (HCP) engagement engine is disclosed. The HCP engagement engine facilitates effective communication between pharmaceutical sales representatives (pharma reps) and HCPs by tracking actions performed by pharma reps to sell products to HCPs, analyzing the actions, and eliminating confounding effects due to inbound and outbound activities. Inbound activities include behaviors performed by pharma reps to the HCPs, while outbound activities are taken by HCPs in response to the inbound activities. Reducing confounding allows the pharma reps to have better information about which behaviors best drive HCP engagement.

Abstract: A latchbolt retractor (12) is described herein. The latchbolt retractor (12) comprises a latchbolt retraction mechanism (30) mounted to a carriage (28). The latchbolt retraction mechanism (30) comprising a latchbolt assembly coupler (32) for operational coupling to a latchbolt assembly (22). The carriage (28) is configured to slide along at least one rail (14,16) for positioning the latchbolt assembly coupler (32) relative to the latchbolt.

Abstract: The present disclosure provides systems, methods, and computer program products for explaining decision models. An example method may comprise (a) generating one or more predictive models; (b) generating a decision model from the one or more predictive models by imposing (i) a set of operational constraints and (ii) a set of brand strategy rules on the predictive model; (c) using the decision model to determine one or more optimal actions for maximizing one or more target variables; and (d) applying explainability modeling to the decision model to generate an explanation model, wherein the explanation model is useable by one or more users to gain insights or an understanding into interactions within the decision model affecting the sales of the one or more products.

Abstract: The food supplement according to the present invention for protecting female and male fertility intended for oral administration, helping reduce both oxygenated free radicals, which cause DNA damage, and homocystine, therefore reducing the deleterious action of same on methylation, comprises, in combination: A first ingredient consisting of zinc bisglycinate; A second ingredient formed from a natural amino acid from the N-acetyl-L cysteine amino acid family; A first vitamin (B12) belonging to the cyanocobalamin family in a methylated form; A second vitamin (B2) from the Riboflavin family; A third vitamin (B6) originating from the pyridoxine chlorhydrate family; And a third ingredient formed from a levomefolic acid and, more particularly, from 5-methyltetrahydrofolic acid.

Abstract: Disclosed herein is a mechanism (30) for a lockset (10). The mechanism (30) comprises a latchbolt retractor (22) that is rotationally actuatable. The mechanism (30) comprises a rotationally mounted handle coupler (36). The rotationally mounted handle coupler (36) is rotatable by a rotation of a handle (12) when coupled thereto and comprises an adaptor receiver (46) for receiving any one of a plurality of adaptors (48,52,54). The rotationally mounted handle coupler is configured to engage with at least one of the plurality of adaptors (48,52), but not all of the plurality of adaptors (54), for transmission of the rotation of the handle (12) to a latchbolt retractor actuator (22).

Abstract: The present invention provides compositions comprising methylnaltrexone or a salt thereof, and compositions and formulations thereof, for oral administration.

Abstract: Embodiments of the present invention include methods and systems for sharing content in a group slideshow. A plurality of devices, including at least one host device and one or more participant devices, executes a client application by which users can save and organize a plurality of content items on a server storage system. The host can select two or more content items for inclusion in a group slideshow session. With each selection, the server automatically transmits participant copies of the content items to participants, and the participants' client applications automatically display the content items. The participants can view and interact with (e.g., zoom in, save, edit) their respective copies of the content items. When the host adds more content items to the group slideshow session, the participants can catch up to see the content item that the host is currently viewing.

Abstract: A health care provider (HCP) engagement engine is disclosed. The HCP engagement engine facilitates effective communication between pharmaceutical sales representatives (pharma reps) and HCPs by tracking actions performed by pharma reps to sell products to HCPs, analyzing the actions, and eliminating confounding effects due to inbound and outbound activities. Inbound activities include behaviors performed by pharma reps to the HCPs, while outbound activities are taken by HCPs in response to the inbound activities. Reducing confounding allows the pharma reps to have better information about which behaviors best drive HCP engagement.

Abstract: The present invention provides compositions comprising methylnaltrexone or a salt thereof, and compositions and formulations thereof, for oral administration.

Abstract: The present invention provides compositions comprising methylnaltrexone or a salt thereof, and compositions and formulations thereof, for oral administration.

Abstract: The present invention provides compositions comprising methylnaltrexone or a salt thereof, and compositions and formulations thereof, for oral administration.

Abstract: The present invention provides compositions comprising methylnaltrexone or a salt thereof, and compositions and formulations thereof, for oral administration.

Abstract: The present invention provides compositions comprising methylnaltrexone or a salt thereof, and compositions and formulations thereof, for oral administration.

Abstract: The present invention provides compositions comprising methylnaltrexone or a salt thereof, and compositions and formulations thereof, for oral administration.