And I'm equally concerned that consumers are unaware of this data collection and use activity or the companies that engage in it, and so have very little opportunity to exercise any current rights they may have to opt out, access or correct this data".
While correction of the experimental data for the axial gradients proved to be possible, it was not possible to correct this data for radial gradients in the reactor due to the uncertainty in the radial position of the particle.
To correct this data gap, female white rats were exposed for 3 or 6 months 5 times a week, 4 h a day to an aerosol containing predominantly submicron (nanoscale included) particles of amorphous silica at an exposure concentration of 2.6 ± 0.6 or 10.6 ± 2.1 mg/m3.
With the purpose of minimizing such drawbacks, the authors introduce two pre-processing steps for correcting this data, which are described below.
The resulting values therefore did not have to be corrected for this data set.
A full account of this effect is a non-trivial challenge yet to be corrected for this data, which, however, is certainly necessary to gain accurate and specific information on the changes in the silicon nitride host matrix.
Multiplying by the frequencies of occurrences corrects this problem (data not shown).
A similar number of reads from CAST yield nearly twice as many valid alignments, and relaxing the aligner settings does not correct this problem (data not shown).
Taking this in consideration, we corrected the data points for this cell line, using as x-values, the average copy numbers between subpopulations (see dashed trend line in Figure 6).
We corrected the data for this bias on observable covariates of participation using the Propensity Score weighting approach [50].
