Abstract: A grill cover is configured to be utilized with a grill having a metallic component, the grill cover includes a cover body, a magnetic fastener, and a secondary fastener. The cover body presents an outer edge disposed along a bottom side and a cover void therein configured to receive the grill therein. The magnetic fastener and the secondary fastener are each secured to the cover body. The magnetic fastener is configured to provide a magnetic force to keep the magnetic fastener selectively secured to the metallic component of the grill so as to keep the cover body in place around the grill therein. The secondary fastener is configured to reduce a cross-sectional area of the cover void so as to prevent the grill cover from being removed from the grill while the secondary fastener is emplaced.

Abstract: Systems and methods are provided for performing quality control analysis. The method obtains, in electronic form, a batch dataset comprising, for each respective sample in a batch of samples, a corresponding plurality of sequence reads derived from the respective sample by targeted or whole transcriptome RNA sequencing and corresponding metadata for the respective sample. The method determines for the batch dataset a cohort-matched reference batch, where the cohort-matched reference batch is balanced for tissue site, tumor purity, cancer type, sequencer identity, or date sequenced. The method performs one or more global batch quality control tests on the batch dataset using at least the cohort-matched reference batch. The method removes respective samples from the batch dataset that fail any one of the one or more global batch quality control tests or flagging for manual inspection respective samples that fail any one of the one or more global batch quality control tests.

Abstract: A shower system includes a showerhead, which includes a first diverter that is configured to deliver water to a plurality of showerhead outlets. The first diverter is actuatable to change a showerhead water discharge mode of the plurality of showerhead outlets. A diverter actuator is actuatable to actuate the first diverter and thereby change the showerhead water discharge mode of the plurality of showerhead outlets. The shower system further includes a handshower, which includes a second diverter that is configured to deliver water to a plurality of handshower outlets. The second diverter is actuatable to change a handshower water discharge mode of the plurality of handshower outlets. The shower system further includes a user interface that is configured to be actuated by a user to selectively and independently (1) deliver water from the handshower to the diverter actuator to actuate the diverter actuator, and (2) actuate the second diverter.

Abstract: Systems and methods are provided for performing quality control analysis. The method obtains, in electronic form, a batch dataset comprising, for each respective sample in a batch of samples, a corresponding plurality of sequence reads derived from the respective sample by targeted or whole transcriptome RNA sequencing and corresponding metadata for the respective sample. The method determines for the batch dataset a cohort-matched reference batch, where the cohort-matched reference batch is balanced for tissue site, tumor purity, cancer type, sequencer identity, or date sequenced. The method performs one or more global batch quality control tests on the batch dataset using at least the cohort-matched reference batch. The method removes respective samples from the batch dataset that fail any one of the one or more global batch quality control tests or flagging for manual inspection respective samples that fail any one of the one or more global batch quality control tests.

Abstract: Systems and methods are provided for performing quality control analysis. The method obtains, in electronic form, a batch dataset comprising, for each respective sample in a batch of samples, a corresponding plurality of sequence reads derived from the respective sample by targeted or whole transcriptome RNA sequencing and corresponding metadata for the respective sample. The method determines for the batch dataset a cohort-matched reference batch, where the cohort-matched reference batch is balanced for tissue site, tumor purity, cancer type, sequencer identity, or date sequenced. The method performs one or more global batch quality control tests on the batch dataset using at least the cohort-matched reference batch. The method removes respective samples from the batch dataset that fail any one of the one or more global batch quality control tests or flagging for manual inspection respective samples that fail any one of the one or more global batch quality control tests.

Abstract: An exposed secondary showerhead system configured to be supported by a conventional shower enclosure. The illustrative showerhead system includes an overhead conduit fluidly coupled to a conventional shower inlet pipe and to at least one showerhead.

Abstract: A showerhead includes a water outlet and a deflector in axial spaced relation to the water outlet. Water discharged from the water outlet is configured to extend axially through a vertical opening and impact the deflector to form a sheet-like water layer.

Abstract: Computational algorithms integrate and analyze data to consider multiple interdependent, heterogeneous sources and forms of patient data, and using a classification model, provide new learning paradigms, including privileged learning and learning with uncertain clinical data, to determine patient status for conditions such as acute respiratory distress syndrome (ARDS) or non-ARDS.

Abstract: A dual brush assembly for cleaning a cooking surface. The dual brush assembly includes a handle assembly, a handguard assembly, a bristleless scraper, and a scouring pad assembly. The handguard assembly is wider than the handle assembly to protect the hand of the user. The handguard assembly further comprises a first segment and a second segment and is secured to the handle assembly such that the dual brush assembly generally forms a triangle shape. The triangle shape allows the dual brush assembly to achieve approximately equal leverage when using either the bristleless scraper or the scouring pad assembly, achieved by orientating either the bristleless scraper or the scouring pad assembly towards the cooking surface. The scouring pad assembly is further removable and replaceable such that a user can replace it when it becomes worn down due to usage over time.

Abstract: Disclosed are various embodiments of a content management application that facilitates a content management system. Content items that can include audio and/or video can be stored in the content management system. A transcript is generated that corresponds to spoken words within the content. Content can be tagged based upon the transcript. Content anomalies can also be detected as well as editing functionality provided.