Methods and systems for cross-validating sensor data are described. Microparticles are contacted with a non-aqueous washing system to reduce the level of residual solvent in the microparticles. The product further includes a code directed to encoding the captured analyte data and transmitting the encoded analyte data via a computer network 18 to a processor 12 for analysis.