There is no longer an excuse for bad metrics, PDF graveyards, prohibitively expensive monitoring and evaluation, or closed datasets.
In other words, just as as Clever (and LearnSprout) have created a modern set of REST APIs to unlock student data from the lumbering, closed datasets of Student Information Systems, Eligible is doing the same for healthcare eligibility.
Although IMI, NIH, and EC provide intensive financial support for research, what we witness is that the money is being used to create for-profit businesses and closed research datasets.
The sensitivity measures the maximum distance between the same query executed on two close datasets, i.e., datasets differing on one single element (either a user or a event).
The result of the query performed on two close datasets, i.e., differing exactly on one patient, can change at most by 1; thus, in this case (or, more generally, in count query cases), the sensitivity is 1.
Most research is performed on close datasets acquired with makeshift devices that cannot be reproduced by other researches or several constraints are applied to the original data that limit the real-world applicability of the feature extraction software application or scanning hardware modules.
A first method (termed hereafter the direct approach) is to take as an estimate of the posterior probability of a scenario the proportion of datasets obtained with this scenario in the nδ closest datasets (Miller et al., 2005; Pascual et al., 2007).
The results indicate that at least 60 measurements widely distributed across the deposit are required for isopach contours to be consistently closed for each dataset.
Data on classes recruited from the M91, N93, M94, and N00 lotteries were not available for analysis (M91, before full implementation; N93 and M94, protocol under revision; N00, completed after dataset closed).
