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The dichotomized latent class indication was then used as the outcome variable for multivariate logistic regression and recursive partitioning.
Recursive partitioning using the latent class indication as the outcome used 7 variables, yielding the classification tree in Figure 1.
The sensitivity and specificity, when comparing the classification tree to the latent class indication as the reference standard, were 84.5% and 63.3% respectively (Table 4).
Covariates included: age, sex, BMI, history of hypertension, number of anti-hypertension medications, ASA class, indication for surgery, diabetes, anesthesia type and duration of surgery.
The sensitivity and specificity were 49.3% and 82.0%, respectively, compared to the latent class indication, and 49.3% and 83.0% compared to the endoscopist indication (Table 4).
Using the latent class indication as the outcome, the multivariate logistic regression model that included age, sex, and all administrative data variables yielded an AUC of 0.786 955% CI: 0.760-0.812) when the logistic model predictions were compared to the latent class indication.
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We used a standardized data abstraction sheet to collect patient demographic variables, past medical history including American Society of Anesthesiologists ASAA) class, indications and medications used for PSA, and service of the physician (for example ED attending or consultant services like pediatric surgery, hand surgery, etc).
A good drug book will have the generic name, brand name, class, indications, dosages, side effects, contraindications, precautions, interactions, incompatibilities, administration, duration, antidotes, and nursing teaching for each drug.
No significant differences were shown for discounts per benefit category, indication class or drug status (orphan/non-orphan) (Table 6).
The recommendations state that pocket infection should be treated as a Class II indication if the lead can be severed in clean tissue and subsequently as a Class I indication if the lead cannot be severed in clean tissue, which is the typical situation, at least nowadays.
Cardiac rehabilitation is considered an effective intervention and a Class I indication in patients with CHD.
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