Abstract: Low-cost prosthetic apparatus, methods, kits, and systems with improved force transfer elements are disclosed. For example, the prosthetic apparatus may comprise: a plurality of first components manufactured from a first material to define 3D shapes with exterior surfaces resembling digits of a human hand; and a plurality of second components manufactured from a second material to define 2D shapes that are rotatably engageable with the 3D shapes to define force transfer elements operable to close the digits around an object responsive to a pull force applied to the force transfer elements, wherein the first material is different from the second material. Methods for manufacturing and assembling prosthetic apparatus also are disclosed along with related kits and systems.

Abstract: Described herein are techniques of using machine learning to automatically extract clinical variable values for subjects from clinical record data. The techniques designate certain clinical variables as hybrid variables that can be assigned values by machine learning model prediction. The techniques process, using a machine learning model trained to predict a value of a hybrid variable, clinical record data associated with a subject to obtain a predicted hybrid variable value and an associated confidence score. The techniques set the value of the hybrid variable for the subject to the predicted hybrid variable value when the model prediction is of sufficiently high confidence.

Abstract: An embodiment of the invention provides a method for control for persistent search results and iterative searching where a query from a user is received via a web browser and a web search for the query is performed with a processor. Search results of the web search are displayed in a toolbar of the web browser, wherein at least one of the search results in the toolbar includes a refinement option. The refinement option can include a show me more like this refinement option and/or a show me less like this refinement option. A selected refinement option is received from the user with a user interface; and, refined search results are displayed in the toolbar based on the selected refinement option.

Abstract: An embodiment of the invention provides a method for control for persistent search results and iterative searching where a query from a user is received via a web browser and a web search for the query is performed with a processor. Search results of the web search are displayed in a toolbar of the web browser, wherein at least one of the search results in the toolbar includes a refinement option. The refinement option can include a show me more like this refinement option and/or a show me less like this refinement option. A selected refinement option is received from the user with a user interface; and, refined search results are displayed in the toolbar based on the selected refinement option.

Abstract: An embodiment of the invention provides a method for control for persistent search results and iterative searching where a query from a user is received via a web browser and a web search for the query is performed with a processor. Search results of the web search are displayed in a toolbar of the web browser, wherein at least one of the search results in the toolbar includes a refinement option. The refinement option can include a show me more like this refinement option and/or a show me less like this refinement option. A selected refinement option is received from the user with a user interface; and, refined search results are displayed in the toolbar based on the selected refinement option.

Abstract: An embodiment of the invention provides a method for control for persistent search results and iterative searching where a query from a user is received via a web browser and a web search for the query is performed with a processor. Search results of the web search are displayed in a toolbar of the web browser, wherein at least one of the search results in the toolbar includes a refinement option. The refinement option can include a show me more like this refinement option and/or a show me less like this refinement option. A selected refinement option is received from the user with a user interface; and, refined search results are displayed in the toolbar based on the selected refinement option.