Abstract: Methods, systems, and apparatus, including computer programs encoded on a storage device, for monitoring the status of a database prior to locking the database. In one aspect, the method comprises receiving a request to generate a mock database, accessing a set of database lock readiness metrics, wherein the set of database lock readiness metrics include one or more attribute values that each specify a value of an attribute of database data that must be satisfied for the database to be locked, correlating information that includes (i) the set of database lock readiness metrics and (ii) database data of the database, and generating a database lock readiness report structure, based on a mock database lock representing a snapshot of the database at a particular point in time, that indicates whether each of the one or more attribute values specified by the set of database lock readiness metrics have been satisfied.

Abstract: Methods, systems, apparatus, including computer programs encoded on computer storage media for generating psychiatric treatment recommendations. In one aspect, the method includes actions of receiving, by a server and from a first user device, one or more data structures that collectively include fields structuring data that represents (i) current patient symptoms and (ii) current patient diagnoses, generating, by the server, rendering data structure that includes fields structuring data that represents rendering data that, when rendered on a display device, presents a patient dashboard based on the data that is received from the mobile device, and providing, by the server, the rendering data structure to a second user device that is different than the first user device, wherein the second user device is configured to render the rendering data structured by the fields of the rendering data structure to output the patient dashboard on the display of the second user device.

Abstract: Methods, systems, and apparatuses, including computer programs for analyzing multi-variate ordinal outcomes. In one aspect, the method can include actions of obtaining one or more answers to one or more questions of a first assessment, generating a first group of processing data based on the one or more answers, wherein the first group of processing data comprises one or more ordinal values, one or more covariates, and one or more factors, generating output data based on the first group of processing data, generating a medical analysis corresponding to the one or more answers provided by a first user based on the output data and one or more other outputs from one or more other generated groups of processing data, and sending the medical analysis to a first device.

Abstract: Methods, systems, apparatus, including computer programs encoded on computer storage media for generating psychiatric treatment recommendations. In one aspect, the method includes actions of receiving, by a server and from a first user device, one or more data structures that collectively include fields structuring data that represents (i) current patient symptoms and (ii) current patient diagnoses, generating, by the server, rendering data structure that includes fields structuring data that represents rendering data that, when rendered on a display device, presents a patient dashboard based on the data that is received from the mobile device, and providing, by the server, the rendering data structure to a second user device that is different than the first user device, wherein the second user device is configured to render the rendering data structured by the fields of the rendering data structure to output the patient dashboard on the display of the second user device.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a storage device, for monitoring the status of a database prior to locking the database. In one aspect, the method comprises receiving a request to generate a mock database, accessing a set of database lock readiness metrics, wherein the set of database lock readiness metrics include one or more attribute values that each specify a value of an attribute of database data that must be satisfied for the database to be locked, correlating information that includes (i) the set of database lock readiness metrics and (ii) database data of the database, and generating a database lock readiness report structure, based on a mock database lock representing a snapshot of the database at a particular point in time, that indicates whether each of the one or more attribute values specified by the set of database lock readiness metrics have been satisfied.