Patent ID: 11915151
Assignee: ZOE LIMITED
Field: Medical technology (Instruments)
Classification: CPC G | IPC G

Claim 8:
9. A system, comprising:
a data ingestion service, including one or more processors, configured to:
receive test data associated with performance of one or more tests in a non-clinical setting, wherein the one or more tests is associated with an identification of one or more nutritional responses;
determine an accuracy of the test data utilizing a first machine learning mechanism;
generate an indication of quality associated with the test data utilizing the first machine learning mechanism, wherein generating the indication of quality further comprises:
generating a food data score that provides an indication of a quality of food data received;
generating a biome data score that provides an indication of a quality of biome data associated with an individual associated with the test data;
generating a device test data score that provides an indication of a quality of device test data captured by an electronic device, and
generating a lab test data score that provides an indication of a quality of lab test data; and
adjust, based at least in part on the accuracy of the test data and the indication of quality, a second machine learning mechanism which uses the test data as an input, wherein adjusting the second machine learning mechanism further comprises adjusting a weighting associated with the second machine learning mechanism based at least in part on the accuracy of the test data.