Abstract: A method includes defining, using a first neural network, and based on a plurality of inputs, a first state associated with (1) an entity and (2) a first node from a plurality of nodes included in a reinforcement learning model. The reinforcement learning model determines, based on a reward, (1) a second state associated with a second node and (2) an indication of an action associated with a transition from the first state to the second state. The method also includes generating, using a second neural network, an implementation of the action based on the first state, the second state, and the indication of the action. In response to the implementation of the action being transmitted to the entity, a success metric, determined based on an outcome of the implementation of the action, is received. A third state associated with the entity is determined based on the success metric.

Abstract: Disclosed are systems, methods, and non-transitory computer-readable media for a reporting platform system. The reporting platform system receives a configuration object for an account that defines a format in which communication data associated with the account will be received by the reporting platform system, and a format into which the communication is to be reformatted. The reporting platform system receives a stream of communication data associated with the account and converts the stream of communication data in real-time based on the configuration object for the account. The resulting converted communication data is in the converted format defined by the configuration object. The reporting platform system provides query functionality on the converted communication data.

Abstract: Disclosed are systems, methods, and non-transitory computer-readable media for a reporting platform system. The reporting platform system receives a configuration object for an account that defines a format in which communication data associated with the account will be received by the reporting platform system, and a format into which the communication is to be reformatted. The reporting platform system receives a stream of communication data associated with the account and converts the stream of communication data in real-time based on the configuration object for the account. The resulting converted communication data is in the converted format defined by the configuration object. The reporting platform system provides query functionality on the converted communication data.

Abstract: Disclosed are systems, methods, and non-transitory computer-readable media for a reporting platform system. The reporting platform system receives a configuration object for an account that defines a format in which communication data associated with the account will be received by the reporting platform system, and a format into which the communication is to be reformatted. The reporting platform system receives a stream of communication data associated with the account and converts the stream of communication data in real-time based on the configuration object for the account. The resulting converted communication data is in the converted format defined by the configuration object. The reporting platform system provides query functionality on the converted communication data.

Abstract: In accordance with embodiments, there are provided mechanisms and methods for facilitating dynamic cross-block joining of reports in an on-demand services environment in a multi-tenant environment according to one embodiment. In one embodiment and by way of example, a method includes receiving, at a server computing device, a joining request to merge a plurality of reports into a joined report, each of the plurality of reports having data including customer relationship management (CRM) data, where the request is placed at a client computing device, and merging the plurality of report into the joined report. The joined report comprises a single report representing the merged plurality of reports. The method may further include facilitating access, via a user interface at the client computing device, to the plurality of reports represented as the joined report.

Abstract: In accordance with embodiments, there are provided mechanisms and methods for facilitating dynamic cross-block joining of reports in an on-demand services environment in a multi-tenant environment according to one embodiment. In one embodiment and by way of example, a method includes receiving, at a server computing device, a joining request to merge a plurality of reports into a joined report, each of the plurality of reports having data including customer relationship management (CRM) data, where the request is placed at a client computing device, and merging the plurality of report into the joined report. The joined report comprises a single report representing the merged plurality of reports. The method may further include facilitating access, via a user interface at the client computing device, to the plurality of reports represented as the joined report.

Abstract: Analytic snapshots aid reporting and dashboard infrastructure to be more scalable and responsive to users. By storing the results of a query generating aggregates, and refreshing these aggregates on a scheduled basis, refreshing the dashboard (using the current dashboard infrastructure) can be accelerated.

Abstract: In accordance with embodiments, there are provided mechanisms and methods for generating a custom report using outer joins in the context of an on-demand database service. These mechanisms and methods for generating an on-demand database service custom report can enable embodiments to generate reports that reflect a relationship between at least two different objects. The ability of embodiments to provide such additional insight into database contents may lead to more efficient and effective reporting.

Abstract: Analytic snapshots aid reporting and dashboard infrastructure to be more scalable and responsive to users. By storing the results of a query generating aggregates, and refreshing these aggregates on a scheduled basis, refreshing the dashboard (using the current dashboard infrastructure) can be accelerated.

Abstract: Systems and methods for creating an aggregation metric object for use in accelerating data update operations. One or more source objects are identified, a target object is identified, and fields between the one or more source objects and the target object are mapped. Fields in the target object are automatically updated pursuant to a user defined schedule; and updates to a dashboard object using the target object are provided upon request from the user to update the dashboard object.

Abstract: A current sensor for installation on a conductor without breaking the conductor may include an insulating base having a conductor supporting portion and a conductive coil disposed within an outer surface of the insulating base. A magnetically permeable conductor retaining member includes a portion that passes through the coil and is secured to the insulating base. The retaining member defines a conductor receiving aperture portion with the aperture portion being disposed adjacent the conductor supporting portion of the insulating base. With a conductor positioned within the aperture portion, the conductor is secured by the retaining member to the conductor receiving portion of the insulating base and a substantially continuous permeable path is formed by the conductor retaining member about the conductor.

Abstract: A veterinary composition comprising a guanidine derivative, e.g., guanabenz or guanabenz acetate is provided which produces a rapid acting and long lasting sedative and analgesic effect in a subject animal that is selectively reversible. The use of guanabenz in the horse provides for a safe, effective, long lasting and rapidly reversible sedative and analgesic which can be used on the standing animal. Methods of use of the compositions of the invention are also provided.

Abstract: A chemically marked procaine penicillin is provided as an antibiotic which can be distinguished from procaine used for anesthetic purposes. A preferred embodiment provides a procaine penicillin molecule wherein the procaine portion of the molecule comprises one or more substituted deuterium atoms in place of hydrogen atoms typically found in procaine penicillin. The resulting non-radioactive isotope can be easily identified via mass spectrometry as being distinct from any naturally occurring isotope, without negatively impacting the pharmacological nature of the drug itself. An alternative embodiment of the invention provides a method of marking the procaine penicillin through the substitution of various other isotopes in place of their naturally occurring counterparts. Methods of detection of the marked procaine penicillin molecule are also provided.

Abstract: A fault detection apparatus for use in an electrical distribution network to distinguish normal network operations from various network faults. Pre-event and post-vent signal patterns are compared and analyzed to produce an event characteristic which distinguishes the faulted feeder and the faulted phase. The characteristic also allows for discrimination between the various events and controls network response accordingly.

Abstract: A device and method are provided for convenient, patient compliant inhalation therapy of equine species. The device can be used to deliver any drug or other pharmaceutical agent which can be adapted for inhalation directly into the nasal passages of a horse and thereby provide inhalation therapy with minimal discomfort. The device can be used to treat any of a number of conditions including, EIPH, infections and allergies, e.g., asthma or heaves. In one embodiment, the invention provides a method for the treatment or prevention of EIPH, utilizing a composition adapted for inhalant therapy comprised of sildenafil citrate alone or in combination other agents.

Abstract: A veterinary composition comprising a guanidine derivative, e.g., guanabenz or guanabenz acetate is provided which produces a rapid acting and long lasting sedative and analgesic effect in a subject animal that is selectively reversible. The use of guanabenz in the horse provides for a safe, effective, long lasting and rapidly reversible sedative and analgesic which can be used on the standing animal. Methods of use of the compositions of the invention are also provided.

Abstract: The present invention provides formulations useful to treat EPM. It also provides methods to treat EPM in a horse in need of such treatment, comprising administering a pharmaceutically effective amount of a triazine-based anti-coccidial. Preferred are methods to treat EPM using clazuril, diclazuril, toltrazuril or letrazuril. The present invention also provides methods to prevent S. neurona infection in horses comprising administering a prophylactic amount of a triazine-based anticoccidial. Preferred is a method to prevent S. neurona infection by using clazuril, diclazuril, toltrazuril or letrazuril, alone or in combination with other known therapeutics.

Abstract: The invention relates to a method for hydrolyzing drug-glucuronic acid conjugates present in mammalian body fluids, the conjugates being derived from a narcotic analgesic, antagonist, or agonist-antagonist whose metabolism includes conjugation with glucuronic acid. The method comprises incubating the body fluid sample at from about 60.degree. to about 70.degree. C., for at least about 1 hour, with .beta.-glucuronidase derived from Patella vulgata, and substantially increases the sensitivity of chromatographic techniques for the detection of morphine and its analogues.