Abstract: A system and method for detecting prescription fraud in real time utilizes machine-learned models to analyze prescription histories and identify outlier behavior among clinicians. The system generates outlier scores representing the probability that a clinician's prescribing behavior deviates from norms. These scores can be used to evaluate prescription events, generating event scores that indicate the likelihood of illicit activity. The system employs a graph database to model relationships between clinicians, pharmacies, medications, and prescription events. Upon determining that an outlier or event score meets an alert threshold, the system can deny access to electronic prescription applications or alert pharmacies to potential fraud. Reinforcement learning is used to improve model accuracy, minimizing false positives while identifying complex fraud patterns.

Abstract: A tank recirculation assembly comprising a recirculation line that draws fluid from the lower portion of a tank; and a pump that directs the recirculated fluid vertically toward and into the upper portion of the tank. The assembly comprises piping, pumping process and/or nozzles that spray the recirculated fluid across the surface oil inside of the tank. Recirculation is incorporated to enhance the recovery of more and cleaner oil by spraying as much of the surface area of the oil recovery zone to keep it clean. The then dispersed fluid travels down through the pad and reacts to help disperse and remove the interface that conglomerates in between the oil and water interface.

Abstract: A mirror includes a base portion configured to support the mirror, a mirror head assembly, and a support portion connected to the base portion and configured to support the mirror head assembly. The mirror head assembly includes a first mirror plate, a second mirror plate, a first light-transmissive region adjacent to the first mirror plate, a second light-transmissive region adjacent to the second mirror plate, and a light source disposed in an interior of the mirror head assembly and configured to emit light to the first light-transmissive region and the second light-transmissive region. The base portion may include one or more audio speakers and/or storage compartments and/or charging pads configured for wirelessly charging an electronic device.

Abstract: A method for automatically categorizing disturbances in an electrical system includes capturing at least one energy-related waveform using at least one intelligent electronic device in the electrical system, and processing electrical measurement data from, or derived from, the at least one energy-related waveform to identify disturbances in the electrical system. In response to identifying a disturbance in the electrical system, each sample of the at least one energy-related waveform associated with the identified disturbance is analyzed and categorized into one of a plurality of disturbance categories. The disturbance categories may include, for example, (a) voltage sags due to upline electrical system disturbances, (b) voltage sags due to downline electrical system faults, (c) voltage sags due to downline transformer and/or motor magnetization, and (d) voltage sags due to other downline disturbances.

Abstract: A method includes: accessing language concepts representing a discussion between a pair of users; based on the language concepts, extracting a first insight; calculating a set of distances between the first insight and stored insights represented in nodes contained in a knowledge graph; identifying a second node, in the nodes, representing a second insight associated with a shortest distance, in the set of distances, to the first insight; characterizing a first specificity of the first insight; accessing a second specificity of the second insight; in response to the first specificity exceeding the second specificity, generating a proposed node populated with the first insight and descendent from the second node in the knowledge graph; prompting a user to confirm the proposed node; and, in response to receiving a confirmation of the proposed node, storing the proposed node as a first node in the knowledge graph.

Abstract: A method includes capturing at least one energy-related waveform using at least one intelligent electronic device in an electrical system, and processing electrical measurement data from, or derived from, the at least one energy-related waveform to identify disturbances in the electrical system. In response to identifying the disturbances in the electrical system, each sample of the at least one energy-related waveform associated with the identified disturbances is analyzed and categorized into one of a plurality of disturbance categories. The disturbance categories may include voltage sags due to upline electrical system disturbances, voltage sags due to downline electrical system faults, voltage sags due to downline transformer and/or motor magnetization, and voltage sags due to other downline disturbances. A disturbance categorization is determined for the at least one energy-related waveform based on the categorization of each sample. An action is taken based on the disturbance categorization.

Abstract: A materials handling vehicle operating system is provided comprising a tag layout where a plurality of entry/exit tag sets are arranged along a travel path at different ones of the entry/exit thresholds of a restricted navigation zone. Each entry/exit tag set comprises a release tag, a restriction tag, and an indicator tag. The indicator tag is positioned between the restriction tag and the restricted navigation zone. The restriction tag is positioned between the release tag and the indicator tag. The tag reader and the reader module cooperate to compare identified tag data with stored tag data and initiate a remediation operation when an indicator tag is identified in place of a restriction tag. Tag layouts for one-way and two-way travel into and out of a restricted navigation zone are also contemplated.

Abstract: A method for automatically categorizing disturbances in an electrical system includes capturing at least one energy-related waveform using at least one intelligent electronic device in the electrical system, and processing electrical measurement data from, or derived from, the at least one energy-related waveform to identify disturbances in the electrical system. In response to identifying a disturbance in the electrical system, each sample of the at least one energy-related waveform associated with the identified disturbance is analyzed and categorized into one of a plurality of disturbance categories. The disturbance categories may include, for example, (a) voltage sags due to upline electrical system disturbances, (b) voltage sags due to downline electrical system faults, (c) voltage sags due to downline transformer and/or motor magnetization, and (d) voltage sags due to other downline disturbances.

Abstract: A treated substrate includes a low emissivity coating layer disposed on a substrate and a high emissivity coating layer disposed on the low emissivity coating layer. The low emissivity coating layer is formed a low emissivity coating composition including silver, or indium tin oxide, or fluorine-doped tin oxide, while the high emissivity coating layer is formed from a high emissivity coating composition including a carbon-doped silicon oxide. The treated substrate has an emissivity of from 0.7 to less than 1.0 at wavelengths ranging from 8 micrometers to 13 micrometers and has an emissivity of greater than 0 to 0.3 at wavelengths less than 6 micrometers. The treated substrate also maintains a visually acceptable mechanical brush durability resistance for at least 150 test cycles tested in accordance with ASTM D2486-17.

Abstract: A treated substrate includes a low emissivity coating layer disposed on a substrate and a high emissivity coating layer disposed on the low emissivity coating layer. The low emissivity coating layer is formed a low emissivity coating composition including silver, or indium tin oxide, or fluorine-doped tin oxide, while the high emissivity coating layer is formed from a high emissivity coating composition including a carbon-doped silicon oxide. The treated substrate has an emissivity of from 0.7 to less than 1.0 at wavelengths ranging from 8 micrometers to 13 micrometers and has an emissivity of greater than 0 to 0.3 at wavelengths less than 6 micrometers. The treated substrate also maintains a visually acceptable mechanical brush durability resistance for at least 150 test cycles tested in accordance with ASTM D2486-17.

Abstract: A materials handling vehicle operating system is provided comprising a tag layout where a plurality of entry/exit tag sets are arranged along a travel path at different ones of the entry/exit thresholds of a restricted navigation zone. Each entry/exit tag set comprises a release tag, a restriction tag, and an indicator tag. The indicator tag is positioned between the restriction tag and the restricted navigation zone. The restriction tag is positioned between the release tag and the indicator tag. The tag reader and the reader module cooperate to compare identified tag data with stored tag data and initiate a remediation operation when an indicator tag is identified in place of a restriction tag. Tag layouts for one-way and two-way travel into and out of a restricted navigation zone are also contemplated.

Abstract: A materials handling vehicle operating system is provided comprising a tag layout where a plurality of entry/exit tag sets are arranged along a travel path at different ones of the entry/exit thresholds of a restricted navigation zone. Each entry/exit tag set comprises a release tag, a restriction tag, and an indicator tag. The indicator tag is positioned between the restriction tag and the restricted navigation zone. The restriction tag is positioned between the release tag and the indicator tag. The tag reader and the reader module cooperate to compare identified tag data with stored tag data and initiate a remediation operation when an indicator tag is identified in place of a restriction tag. Tag layouts for one-way and two-way travel into and out of a restricted navigation zone are also contemplated.

Abstract: A system and method for the detection of one or more analytes in a collected sample employs capillary action in a sample card containing a sample substrate, at least one test capsule and an absorbent pad. The absorbent pad absorbs the contents of the test capsule and delivers the same to the sample substrate, with the contents of the test capsule chemically reacting with at least one detection reagent to establish an optical indicator for the analyte(s). The sample card can be automatically tested within a reader device, which records and processes an optical signal produced by the chemical reaction and outputs a test result. The collected sample can then be further analyzed using a second device. Additionally, an adhesive component can be provided so that a sample can be collected thereon. Furthermore, the at least one detection reagent can include a surfactant.

Abstract: Provided herein are particles assemblies including a shell surrounding a core. The shell includes a particle-stabilizing random copolymer. The core includes a core random copolymer. The particle assemblies have a biomimetic design in which the polymeric components containing discrete chemical and biological functionalities are designed to spontaneously self-assemble into particles. Also provided herein are random copolymers having conjugated therapeutic agents that can be cleaved from the copolymers by an enzyme or water.

Abstract: A materials handling vehicle operating system is provided comprising a tag layout where a plurality of entry/exit tag sets are arranged along a travel path at different ones of the entry/exit thresholds of a restricted navigation zone. Each entry/exit tag set comprises a release tag, a restriction tag, and an indicator tag. The indicator tag is positioned between the restriction tag and the restricted navigation zone. The restriction tag is positioned between the release tag and the indicator tag. The tag reader and the reader module cooperate to compare identified tag data with stored tag data and initiate a remediation operation when an indicator tag is identified in place of a restriction tag. Tag layouts for one-way and two-way travel into and out of a restricted navigation zone are also contemplated.

Abstract: There is provided a method of gas lift having the steps of positioning a valve seat downhole in a gas well experiencing hydrostatic loading, the valve seat having a gas flow channel, and providing a valve closure movable between a closed position engaged with the valve seat to close the gas flow channel and an open position spaced from the valve seat permitted a flow of gas through the gas flow channel, the closure being biased by magnetic attraction to a normally closed position magnetically engaged with the valve seat, such that gas is only able to flow through gas flow channel when gas pressure is sufficient to move the closure to the open position by overcoming the magnetic attraction which maintains the closure in the closed position.

Abstract: A method for managing information relating to a deployment of changes in order to communicate some or all the information to users includes providing an interface to a plurality of users at a plurality of workstations accessible by one or more of the users, receiving information comprising initiative data corresponding to each of the plurality of changes, the initiative data comprising data relating to a plurality of parameters corresponding to each of the plurality of changes, initiating display of some or all the initiative data corresponding to some or all the plurality of changes, logging event data related to a plurality of events associated with the deployment of the plurality of changes, the event data comprising change status data indicating a status of at least one of the plurality of changes, and initiating display of at least some of the event data to the users via the interface.

Abstract: A method for managing information relating to a change deployment in order to communicate some or all the information to a plurality of users includes providing an interface to users at workstations accessible by the users, receiving information comprising a plurality of messages from users communicating via the workstations during a change deployment session, initiating display of at least one of the messages to the users via the interface, initiating display of task data to the users via the interface, the task data corresponding to at least one task necessary for completing the change deployment, logging event data related to a plurality of events associated with the change deployment conference session, the event data comprising task status data indicating the status of the at least one task necessary for completing the change deployment, and initiating display of at least some of the event data to the users via the interface.

Abstract: A method for managing information relating to a deployment of changes in order to communicate some or all the information to users includes providing an interface to a plurality of users at a plurality of workstations accessible by one or more of the users, receiving information comprising initiative data corresponding to each of the plurality of changes, the initiative data comprising data relating to a plurality of parameters corresponding to each of the plurality of changes, initiating display of some or all the initiative data corresponding to some or all the plurality of changes, logging event data related to a plurality of events associated with the deployment of the plurality of changes, the event data comprising change status data indicating a status of at least one of the plurality of changes, and initiating display of at least some of the event data to the users via the interface.

Abstract: A method for managing information relating to a change deployment in order to communicate some or all the information to a plurality of users includes providing an interface to users at workstations accessible by the users, receiving information comprising a plurality of messages from users communicating via the workstations during a change deployment session, initiating display of at least one of the messages to the users via the interface, initiating display of task data to the users via the interface, the task data corresponding to at least one task necessary for completing the change deployment, logging event data related to a plurality of events associated with the change deployment conference session, the event data comprising task status data indicating the status of the at least one task necessary for completing the change deployment, and initiating display of at least some of the event data to the users via the interface.