Abstract: The present disclosure provides regioselective methods for synthesizing intermediates useful in making prostacyclin derivatives, such as treprostinil.

Abstract: Systems and methods to account for uncertainties from missing covariates in generative model predictions. One embodiment includes a method for updating the values for uncertainty used in a generative model that is created using a set of known prognostically important baseline data. The method includes steps for determining a value, within the generative model, for the variance in outcome given the known prognostically important baseline data, wherein the steps include imputing values for a set of unknown prognostically important baseline data, and determining estimations for explained and unexplained variance in outcome for each subject when given both sets of data.

Abstract: Systems and methods for designing random control trials in accordance with embodiments of the invention are illustrated. One embodiment includes a method for designing a target random control trial. The method includes steps for generating a set of prognostic scores for a set of samples, computing a first correlation between the set of prognostic scores and a set of outcomes for the set of samples, computing a first variance for the set of outcomes for the set of samples, estimating a second correlation and a second variance for a target random control trial, and determining a set of target trial parameters based on the first and second correlations and the first and second variances.

Abstract: An insertion assembly may include a DTS guide and an inserter tool configured to couple an intervertebral spacer having a fastener channel configured to receive a fastener and a locking member channel with a first engagement feature. The inserter tool may include a second engagement feature configured to engage the first engagement feature and removably couple the inserter tool with the intervertebral spacer. The DTS guide may include a shaft lumen configured to receive the inserter tool and slidably couple with the inserter tool. The DTS guide may also include a DTS guide channel configured to receive the fastener and a DTS guide wing. The DTS guide wing may abut against a surface of the intervertebral spacer to align the DTS guide channel with the fastener channel and guide the fastener through the DTS guide channel and into the fastener channel.

Abstract: An insertion assembly may include a flexible tool and a DTS guide configured to engage an intervertebral spacer having a fastener channel oriented at a first angle. The DTS guide may include a DTS guide channel oriented at the first angle which may be aligned with the fastener channel. The flexible tool may include a flexible shaft and a working member disposed at a distal end of the flexible shaft. The working member may be received through the DTS guide channel at the first angle. At least a portion of the flexible shaft adjacent the DTS guide member may flex while the working member is received through the DTS guide channel, such that a distal portion of the flexible shaft may be at a greater absolute angle relative to a DTS guide shaft than a proximal portion of the flexible shaft.

Abstract: An intervertebral spacer assembly may include a first intervertebral spacer with a superior surface configured to engage a superior vertebral body, an inferior surface configured to engage an inferior vertebral body, and a proximal surface with a first fastener channel. The assembly may further include a first fastener and a locking member with a first anti-backout member. The first intervertebral spacer or the locking member may have a locking member channel. The other may have a compressible collet insertable into the locking member channel to couple the locking member to the first intervertebral spacer such that the locking member is rotatable relative to the first intervertebral spacer between an unlocked position in which the first anti-backout member does not obstruct the first fastener channel, and a locked position in which the first anti-backout member obstructs the first fastener channel to retain the first fastener in the first fastener channel.

Abstract: A star polypeptide for use as a medicament, the star polypeptide comprising or consisting of a core and polypeptide arms radiating from the core. The star polypeptide may be used to deliver a therapeutic cargo and/or for its intrinsic properties. Therapeutic cargoes include a protein(e.g. VEGF); a nucleic acid (e.g. in vitro transcribed mRNA or microRNA); and/or a drug (e.g. diclofenac, azithromycin and/or rifampicin). Intrinsic properties include osteogenesis, angiogenesis and inhibition of bacteria.

Abstract: The present disclosure provides regioselective methods for synthesizing intermediates useful in making prostacyclin. The methods include heating the compound of Formula 2 at a temperature of 180° C. to 185° C. Wherein the heating comprises irradiating the compound of formula 2 with microwave radiation.

Abstract: There is a need for more effective and efficient predictive data analysis based at least in part on structured data. This need can be addressed by, for example, solutions for performing predictive data analysis using bidirectional encoder deep learning models that are configured to process structured data attributes. In one example, a method includes identifying a group of training structured data fields; generating a group of per-field tokenized values for each training structured data field; generating a bidirectional encoder deep learning model based at least in part on each group of per-field tokenized values for a training structured data field; and performing one or more prediction-based actions based at least in part on the trained bidirectional encoder deep learning model.

Abstract: An intervertebral spacer may include a fastener channel configured to receive a fastener, a locking member channel, and a locking member. The locking member channel may include an inner wall and one or more inner wall engagement features. The locking member may include an anti-backout member, a collet retainable within the locking member channel, and one or more collet engagement features. The locking member may be rotatable within the locking member channel between an unlocked position and a locked position. The one or more collet engagement features may engage the one or more inner wall engagement features in order to retain the locking member in either the unlocked position or the locked position, such that the anti-backout member may selectively obstruct the fastener channel and prevent the fastener from backing out of the fastener channel.

Abstract: An insertion assembly may include a DTS guide and an inserter tool configured to couple an intervertebral spacer having a fastener channel configured to receive a fastener and a locking member channel with a first engagement feature. The inserter tool may include a second engagement feature configured to engage the first engagement feature and removably couple the inserter tool with the intervertebral spacer. The DTS guide may include a shaft lumen configured to receive the inserter tool and slidably couple with the inserter tool. The DTS guide may also include a DTS guide channel configured to receive the fastener and a DTS guide wing. The DTS guide wing may abut against a surface of the intervertebral spacer to align the DTS guide channel with the fastener channel and guide the fastener through the DTS guide channel and into the fastener channel.

Abstract: An insertion assembly may include a flexible tool and a DTS guide configured to engage an intervertebral spacer having a fastener channel oriented at a first angle. The DTS guide may include a DTS guide channel oriented at the first angle which may be aligned with the fastener channel. The flexible tool may include a flexible shaft and a working member disposed at a distal end of the flexible shaft. The working member may be received through the DTS guide channel at the first angle. At least a portion of the flexible shaft adjacent the DTS guide member may flex while the working member is received through the DTS guide channel, such that a distal portion of the flexible shaft may be at a greater absolute angle relative to a DTS guide shaft than a proximal portion of the flexible shaft.

Abstract: An intervertebral spacer may include a fastener channel configured to receive a fastener, a locking member channel, and a locking member. The locking member channel may include an inner wall and one or more inner wall engagement features. The locking member may include an anti-backout member, a collet retainable within the locking member channel, and one or more collet engagement features. The locking member may be rotatable within the locking member channel between an unlocked position and a locked position. The one or more collet engagement features may engage the one or more inner wall engagement features in order to retain the locking member in either the unlocked position or the locked position, such that the anti-backout member may selectively obstruct the fastener channel and prevent the fastener from backing out of the fastener channel.

Abstract: An in vitro tissue plate may include a well plate, a fluidic plate disposed on a bottom surface of the well plate, and a media manifold disposed on a bottom surface of the fluidic plate. The well plate may have at least two wells, including a tissue well and a waste well. The fluid plate may include a fluid channel extending between and fluidly connecting the tissue well to the waste well. The media manifold may include a one or more media outlets fluidly connected to the fluid channel. A tissue layer may be deposited in the tissue well. The tissue layer may include human cells such as neurovascular cells.

Abstract: The present disclosure provides regioselective methods for synthesizing intermediates useful in making prostacyclin derivatives, such as treprostinil.

Abstract: A modular system is provided for assembling a structure to secure to opposite sides of a fracture in a bone of a subject. The modular system includes a plate with a perimeter including a plurality of openings. The perimeter defines an interior area within the plate. The modular system also includes a link with one or more openings along a linear axis defining the link. The one or more openings of the link include a connector to receive a fastener to be secured in the bone. The plurality of openings of the plate includes a first opening with an inner diameter configured to removably receive an outer diameter of the connector of the link so that the link is rotatably received within the first opening. A method is also provided for assembling the structure using the modular system and securing the assembled structure to opposite sides of the bone fracture.

Abstract: The present disclosure provides regioselective methods for synthesizing intermediates useful in making prostacyclin derivatives, such as treprostinil.

Abstract: An identity and access management IAM system is augmented to provide for supervised, iterative machine learning (ML), preferably with a user-generated training set for classification. The training set may include various types of data, including characteristics or attributes of the account types, the users, or the like. A goal of the initial ML training, which may include one or multiple passes, is to enable the machine to identify specific characteristics or attributes that provide a good classification result, with the resulting classifications then applied within the IAM system. In particular, the output of the ML system may be used by the IAM system for enforcing rights associated with the identified accounts, managing accounts, and so forth.

Abstract: The present invention is directed to methods for preparing Beraprost and novel synthetic intermediates for Beraprost.