Natural-language text generation with pandemic-bio-surveillance multi pathogen systems

A tangible, non-transitory, machine-readable medium storing instructions that, when executed by one or more processors, effectuate operations comprising:

• obtaining, with a computer system, identifiers of a set of leaders of an organization and identifiers of a set of participants of the organization;
• obtaining, with the computer system, a set of geolocations that are respective facilities of the organization;
• obtaining, with the computer system, geolocation-pathogen-risk scores of the geolocations that are respective facilities of the organization;
• obtaining, with the computer system, a current, first state of a finite state machine, the finite state machine having four or more states, each of the four or more states corresponding to a level of at least some of the geolocation-pathogen-risk scores or a first derivative with respect to time of at least some of the geolocation-pathogen-risk scores;
• determining, with the computer system, to transition to a second state of the finite state machine based on the geolocation-pathogen-risk scores of the geolocations that are respective facilities of the organization;
• executing, with the computer system, logic of the second state configured to cause a user interface to be presented on computing devices of at least some of the leaders of the organization, the user interface including:
• a characterization of the at least some of the geolocation-pathogen-risk scores of the geolocations that are respective facilities of the organization, and
• one or more proposed natural language text messages to at least some of the participants of the organization;
• receiving, with the computer system, a selection or modification of at least one of the one or more proposed natural language text messages to at least some of the participants of the organization;
• and
• causing, with the computer system, the selected or modified at least one of the natural language text messages to be presented to the at least some of the participants of the organization.