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A parsimonious prediction model was developed based on variables available before ECMO initiation using logistic regression modelling.
Specifically, we modeled the probability of returning for a visit based on variables available at previous visits, including HRV measures.
We developed an a priori list of confounders based on variables available in the WHOGS and clinical and epidemiological evidence in the literature.
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The OHCA score is based solely on variables available at ICU admission and predicts severe neurological disability or death (CPC 3 5) [21].
Our new algorithm is based on variables that are readily available in patients' electronic primary healthcare records 15 or that the patients themselves would probably know, without the need for laboratory tests or clinical measurements.
We designed the algorithm (the QDScore) so that it would be based on variables that are readily available in patients' electronic health records or which patients themselves would be likely to know that is, without needing laboratory tests or clinical measurements thereby enabling it to be readily and cost effectively implemented in routine clinical practice and by national screening initiatives.
The selection of variables considered for the models was based on variables that should be more easily available to the clinician in the first trimester than HbA1c, and that are known to be associated with or suspected to influence on the dependent variable.
"Traditionally, rates are based on variables like gender and age," he said.
When making decisions based on the variables available at the accident scene, one has to consider the unavailability of important factors such as pre-existing conditions (comorbidities).
These weights are based on available variables from various Swedish registers, and include information on sex, age, country of birth, marital status, income, educational level, sickness allowance and area of residence [ 24].
Of note, as it is based on easily available variables, this model has the potentials for widespread use.
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CEO of Professional Science Editing for Scientists @ prosciediting.com