Abstract: Systems, methods, and apparatuses are described herein for performing sentiment analysis on electronic communications relating to one or more image-based communications methods, such as emoji. Message data may be received. The message data may correspond to a message that is intended to be sent but has not yet been sent to an application. Using a first machine learning model, one or more subsets of the plurality of emoji may be determined. The one or more subsets of the plurality of emoji may comprise one or more different types and quantities of emoji, and may each correspond to the same or a different sentiment. Using a second machine learning model, one or more emojis may be selected from the one or more subsets. The one or more emojis selected may correspond to responses to the message.

Abstract: System, including methods, apparatus, and kits, for bone fixation using a fixation device including a mounting portion and a fastener that attaches to the mounting portion. In some embodiments, the fixation device may include first and second mounting portions configured to be disposed across a bone from each other and secured with a fastener that extends from one of the mounting portions, through the bone, and to the other mounting portion. The system also may include a tool to facilitate installation of the fixation device.

Abstract: A material handling machine dispenses uniformly metered charges of smoking material from a bulk supply, by means of a metered material feeder that has a first hopper with an opening disposed over a first horizontal chute. The first chute is mounted on slanted springs and has a dispensing end above a second chute also mounted upon slanted springs. The second chute discharges onto a tippable weighing tray above a set of nested hoppers in which one is fixed and the other is vertically movable. A weight sensor may be attached to the tippable tray or the fixed hopper, or both. The move-able hopper may comprise a forming belt indenter to form a trough in a cigarette rolling apparatus. The first hopper may include an agitator that has at least one vertical rod for stirring the bulk material. The dispensing end of the first chute may also include a rotating rake.

Abstract: System, including methods, apparatus, and kits, for bone fixation using a fixation device including a mounting portion and a fastener that attaches to the mounting portion. In some embodiments, the fixation device may include first and second mounting portions configured to be disposed across a bone from each other and secured with a fastener that extends from one of the mounting portions, through the bone, and to the other mounting portion. The system also may include a tool to facilitate installation of the fixation device.

Abstract: A cigarette rolling machine deposits uniformly metered charges of smoking material into a trough formed in a belt as dispensed from a bulk supply. A length of smoking paper sufficient for the combined length of two cigarettes is deposited nearby on the belt on a movable platen. As the platen moves, the belt glides over a fixed arbor and at least one other movable arbor, and the belt forms into a bight, rolling the material into a cylindrical volume. Filters are delivered and abutted to the ends of the volume and the smoking paper is entrained into the bight to encircle the smoking material and filters. A pre-moistened adhesive along a leading edge of the paper adheres to its trailing edge as a circular ouroboros and forming a tube. The twinned pair of cigarettes is then drawn across a cutting plane knife and parted into two individual cigarettes.

Abstract: System, including methods, apparatus, and kits, for bone fixation using a fixation device including a mounting portion and a fastener that attaches to the mounting portion. In some embodiments, the fixation device may include first and second mounting portions configured to be disposed across a bone from each other and secured with a fastener that extends from one of the mounting portions, through the bone, and to the other mounting portion. The system also may include a tool to facilitate installation of the fixation device.

Abstract: A cigarette rolling machine deposits uniformly metered charges of smoking material into a trough formed in a belt as dispensed from a bulk supply. A length of smoking paper sufficient for the combined length of two cigarettes is deposited nearby on the belt on a movable platen. As the platen moves, the belt glides over a fixed arbor and at least one other movable arbor, and the belt forms into a bight, rolling the material into a cylindrical volume. Filters are delivered and abutted to the ends of the volume and the smoking paper is entrained into the bight to encircle the smoking material and filters. A pre-moistened adhesive along a leading edge of the paper adheres to its trailing edge as a circular ouroboros and forming a tube. The twinned pair of cigarettes is then drawn across a cutting plane knife and parted into two individual cigarettes.

Abstract: A media retraction system includes a loadstop shaft rotatable about an axis thereof, and a loadstop paddle rotatably coupled with and slidably mounted on the loadstop shaft such that the loadstop paddle is slidable about the axis of the loadstop shaft.

Abstract: Cutlery dispensing assemblies and methods for making and using same. In some examples, the cutlery dispensing assembly can include a chassis comprising a backbone, an upper support frame located at an upper end of the backbone, and a base located at a lower end of the backbone. A skewer mechanism can be at least partially disposed within the chassis and configured to contain a stack of the cutlery. The stack of the cutlery can include a bottom piece of cutlery and at least one other piece of cutlery. Each piece of cutlery can have an opening through which the skewer mechanism is configured to pass. The skewer mechanism can include an elongated body that is configured to pass through the opening of each piece of cutlery, and a lever extending from elongated the body.

Abstract: An example system includes a pressure plate actuating portion. The pressure plate actuating portion includes a cam gear coupled to a cam arm and a pressure plate arranged to be driven by the cam arm as the cam arm rotates with the cam gear through a pick-up cycle, the pressure plate being biased in a first direction toward the cam arm with a pressure plate spring. The example system also includes a pressure plate release control portion, the pressure plate release control portion being arranged to transfer potential energy from the pressure plate spring in a gradual manner.

Abstract: Cutlery dispensing assemblies and methods for making and using same. In some examples, the cutlery dispensing assembly can include a chassis comprising a backbone, an upper support frame located at an upper end of the backbone, and a base located at a lower end of the backbone. A skewer mechanism can be at least partially disposed within the chassis and configured to contain a stack of the cutlery. The stack of the cutlery can include a bottom piece of cutlery and at least one other piece of cutlery. Each piece of cutlery can have an opening through which the skewer mechanism is configured to pass. The skewer mechanism can include an elongated body that is configured to pass through the opening of each piece of cutlery, and a lever extending from elongated the body.

Abstract: In an example, a lift mechanism may include a linkage to engage with a pick arm, a crank switchably disposed in a first position and a second position, and a swingarm to move the crank from the first position to the second position. The linkage may move the pick arm from a raised position to a lowered position when the crank moves from the first position to the second position.

Abstract: An example system includes a pressure plate actuating portion. The pressure plate actuating portion includes a cam gear coupled to a cam arm and a pressure plate arranged to be driven by the cam arm as the cam arm rotates with the cam gear through a pick-up cycle, the pressure plate being biased in a first direction toward the cam arm with a pressure plate spring. The example system also includes a pressure plate release control portion, the pressure plate release control portion being arranged to transfer potential energy from the pressure plate spring in a gradual manner.

Abstract: In an example, a lift mechanism may include a linkage to engage with a pick arm, a crank switchably disposed in a first position and a second position, and a swingarm to move the crank from the first position to the second position. The linkage may move the pick arm from a raised position to a lowered position when the crank moves from the first position to the second position.

Abstract: A media retraction system includes a loadstop shaft rotatable about an axis thereof, and a loadstop paddle rotatably coupled with and slidably mounted on the loadstop shaft such that the loadstop paddle is slidable about the axis of the loadstop shaft.

Abstract: System, including methods, apparatus, and kits, for bone fixation using a fixation device including a mounting portion and a fastener that attaches to the mounting portion. In some embodiments, the fixation device may include first and second mounting portions configured to be disposed across a bone from each other and secured with a fastener that extends from one of the mounting portions, through the bone, and to the other mounting portion. The system also may include a tool to facilitate installation of the fixation device.

Abstract: System, including methods, apparatus, and kits, for bone fixation using a fixation device including a mounting portion and a fastener that attaches to the mounting portion. In some embodiments, the fixation device may include first and second mounting portions configured to be disposed across a bone from each other and secured with a fastener that extends from one of the mounting portions, through the bone, and to the other mounting portion. The system also may include a tool to facilitate installation of the fixation device.

Abstract: System, including methods, apparatus, and kits, for bone fixation using a fixation device including a mounting portion and a fastener that attaches to the mounting portion. In some embodiments, the fixation device may include first and second mounting portions configured to be disposed across a bone from each other and secured with a fastener that extends from one of the mounting portions, through the bone, and to the other mounting portion. The system also may include a tool to facilitate installation of the fixation device.

Abstract: System, including methods, apparatus, and kits, for rib stabilization. The system may comprise a clip member having a bridge region and a pair of leaf portions connected to each other by the bridge region. The clip member may be configured to be placed on a rib bone with the leaf portions disposed on opposite sides of the rib bone. The system also may comprise a securing member, such as a suture, to attach the clip member to the rib bone, with the securing member extending at least twice between the leaf portions.

Abstract: System, including methods, apparatus, and kits, for bone fixation using a fixation device including a mounting portion and a fastener that attaches to the mounting portion. In some embodiments, the fixation device may include first and second mounting portions configured to be disposed across a bone from each other and secured with a fastener that extends from one of the mounting portions, through the bone, and to the other mounting portion. The system also may include a tool to facilitate installation of the fixation device.