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We could apply Equation (4) to any standard parametric model; however, there are very few real world examples where all of the competing events can be adequately captured using a Weibull or exponential model for example.
In contrast, the CPT codes may be a more valid predictive measure because they capture more subtle elements that correspond with a need for hospitalization, and these elements may not be adequately captured using the ICD9-CM codes featured in the modified-NYU measure.
While balanced on claims-based covariates, information obtained from the medical records in the baseline validation sample suggests that duloxetine initiators may have differed from the comparator cohorts on certain characteristics that may not be adequately captured using the health care claims (e.g., smoking, pain-related syndromes, alcohol use/abuse).
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Deviation from the model is postulated to be due to changes in the dewatering properties of flocculated aggregates over time that are not adequately captured using conventional batch sedimentation tests.
In this particular study, the data lacked a sufficient granularity to allow progression to discrete stages of retinopathy to be adequately captured, and thus we used the criterion of progression from no recorded retinopathy to first event as our primary outcome.
The results of our exploration of the patient perspective suggested that the significance of some outcomes or changes for individuals might not be adequately captured in our traditional survey measures using the standard Stanford measurement tools.
Rather, immunosuppressive use is likely a surrogate for persistent low-grade disease activity that may not be adequately captured by the SLEDAI-2K scoring system.
However, most businesses can be adequately captured by evaluating just three metrics: awareness, sales and advocacy (i.e. customer referral).
Some concepts can be adequately captured by classical definitions even if it is difficult to produce them.
The transitory, insubstantial way of things (suchness or emptiness) cannot be adequately captured by the fixed meanings of conventional language.
Critics like Fraser argue that the importance of social identity cannot be adequately captured in any metric of individual advantage.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com