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In other words, those approaches do not allow a dynamic analysis that evaluates the risk for each alteration of the context.
For each alteration a new prediction is made, and the relative change in the prediction output is considered the gradient for that signature descriptor.
Therefore, if micromechanical modeling is to be deployed as a feasible method to predict the strength of Rotokawa Andesite reservoir rocks, the samples/cores should be grouped by their alteration, and KIC measured for each alteration group.
We derived four sets of these parameters, one for each alteration state k, which were adaptively determined per sample (Methods S1).
For individual tumors having a complex and/or incoherent pattern of signal (Figure S5), parameterization produces conservative values of E and β for each alteration type, suppressing a large fraction of the total signal by design.
The relative risk (RR) was calculated with a 95% CI for composite outcomes and for each alteration of glucose homeostasis.
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Finally, when soft discriminators for single-copy gain and for mono- and biallelic losses are combined across all tumors, they are a proxy for the recurrence of each alteration type.
Altered bands were checked at least thrice for reproducibility and each alteration was scored by two independent observers.
For each observed alteration, its cause is given, including climate (RH = relative humidity); biological activity and material selection; and light, heat, chemical analyses.
Because the size of each individual chromosome varies, the frequency for each chromosomal alteration was normalized for relative size.
The incidence and the relative risk (RR) were calculated for overall persistence of an abnormal glycemic pattern and for each specific alteration, i.e., impaired glucose tolerance (IGT), impaired fasting glucose (IFG), and diabetes mellitus (DM).
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