Abstract: A system coordinates services between users and providers. The system trains a computer model to predict a user state of a user using data about past services. The prediction is based on data associated with a request submitted by a user. Request data can include current data about the user's behavior and information about the service that is independent of the particular user behavior or characteristics. The user behavior may be compared against the user's prior behavior to determine differences in the user behavior for this request and normal behavior of prior requests. The system can alter the parameters of a service based on the prediction about the state of the user requesting the service.

Abstract: A system coordinates services between users and providers. The system trains a computer model to predict a user state of a user using data about past services. The prediction is based on data associated with a request submitted by a user. Request data can include current data about the user's behavior and information about the service that is independent of the particular user behavior or characteristics. The user behavior may be compared against the user's prior behavior to determine differences in the user behavior for this request and normal behavior of prior requests. The system can alter the parameters of a service based on the prediction about the state of the user requesting the service.

Abstract: Disclosed is an ocular tissue sampling device that enables both imaging of an ex vivo eye and procurement of a tissue sample therefrom. The device includes an eye support assembly configured to secure the eye, a scanner assembly configured to enable imaging of the eye, and a tissue sampling assembly connected to the scanner assembly and configured to obtain a tissue sample from the eye. The tissue sampling assembly includes a biopsy member that is selectively adjustable between a first configuration for imaging of the eye, and a second configuration for procurement of a tissue sample from the eye.

Abstract: A locking differential assembly (10) includes a differential case (12). A lock ring (40) is selectably engagable with a first side gear (18, 20) to selectably prevent the first side gear (18, 20) and a second side gear (18, 20) from rotating relative to the differential case (12). A plunger (30) is translatable along a plunger axis (55) through a bore (68) in the differential case (12). The plunger (30) is to be in contact with the lock ring (40) at least when the lock ring (40) is engaged with the first side gear (18, 20). A position of the plunger (30) relative to the differential case (12) along the plunger axis (55) is indicative of an engagement status of the lock ring (40). A non-contacting sensor is connected to the differential case (12) and located a fixed, predetermined distance from the differential case (12). The sensor is to detect a proximity of the plunger (30) to the sensor and to output an electrically detectable signal indicative of the engagement status of the lock ring (40).

Abstract: A system coordinates services between users and providers. The system trains a computer model to predict a user state of a user using data about past services. The prediction is based on data associated with a request submitted by a user. Request data can include current data about the user's behavior and information about the service that is independent of the particular user behavior or characteristics. The user behavior may be compared against the user's prior behavior to determine differences in the user behavior for this request and normal behavior of prior requests. The system can alter the parameters of a service based on the prediction about the state of the user requesting the service.

Abstract: A locking differential assembly (10) includes a differential case (12). A lock ring (40) is selectably engagable with a first side gear (18, 20) to selectably prevent the first side gear (18, 20) and a second side gear (18, 20) from rotating relative to the differential case (12). A plunger (30) is translatable along a plunger axis (55) through a bore (68) in the differential case (12). The plunger (30) is to be in contact with the lock ring (40) at least when the lock ring (40) is engaged with the first side gear (18, 20). A position of the plunger (30) relative to the differential case (12) along the plunger axis (55) is indicative of an engagement status of the lock ring (40). A non-contacting sensor is connected to the differential case (12) and located a fixed, predetermined distance from the differential case (12). The sensor is to detect a proximity of the plunger (30) to the sensor and to output an electrically detectable signal indicative of the engagement status of the lock ring (40).

Abstract: A system coordinates services between users and providers. The system trains a computer model to predict a user state of a user using data about past services. The prediction is based on data associated with a request submitted by a user. Request data can include current data about the user's behavior and information about the service that is independent of the particular user behavior or characteristics. The user behavior may be compared against the user's prior behavior to determine differences in the user behavior for this request and normal behavior of prior requests. The system can alter the parameters of a service based on the prediction about the state of the user requesting the service.

Abstract: An electronic limited slip differential system constructed in accordance to one example of the present disclosure is provided. The system includes an axle housing defining an inner chamber, a differential assembly disposed within the inner chamber, and a hydraulic control unit (HCU) coupled directly to a top of the axle housing such that the HCU is mounted on a top of the differential assembly.

Abstract: A system coordinates services between users and providers. The system trains a computer model to predict a user state of a user using data about past services. The prediction is based on data associated with a request submitted by a user. Request data can include current data about the user's behavior and information about the service that is independent of the particular user behavior or characteristics. The user behavior may be compared against the user's prior behavior to determine differences in the user behavior for this request and normal behavior of prior requests. The system can alter the parameters of a service based on the prediction about the state of the user requesting the service.

Abstract: An electronic limited slip differential system constructed in accordance to one example of the present disclosure is provided. The system includes an axle housing defining an inner chamber, a differential assembly disposed within the inner chamber, and a hydraulic control unit (HCU) coupled directly to a top of the axle housing such that the HCU is mounted on a top of the differential assembly.