“…End-of-life quality of care indicators included hospital admission and oncology infusions 30 days preceding death and were evaluated using logistic regression models. A generalized linear model assessed the relationship between guideline-recommended initiation of therapy and total health care costs in the 6 months post-index controlling for clinical, demographic, and treatment characteristics. …”
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“…Demographic data, comorbidities, guideline-directed HF-related outpatient pharmacotherapy (HFRx), and predeath health care costs (all-cause and HF-related) were described. A generalized linear model examined associations between all-cause health care costs (months 6 and 1 previous to death) and specific patient characteristics. …”
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“…Persistence to index therapy, defined as the first biologic used (etanercept, adalimumab, ustekinumab, infliximab) on or within 30 days post-index date, was determined based on the biologic dosing schedule and a 90-day gap. Generalized linear models were used to compare the health care utilization and costs between persistent and nonpersistent patients during the 1-year post-index period. …”
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“…The percentages of effectively treated patients were generally lower in second-line treatment compared with first-line except for etanercept, which had the same percentage between lines of therapy. …”
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“…Evidence of the utility of wearable sensor technologies in people with MS is accumulating but is generally limited to specific subgroups of patients, clinical or laboratory settings, and functional domains. …”
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“…Since drug use evaluations (DUE) are generally performed for expensive medications or when safety concerns warrant increased scrutiny, patterns of off-label use of inexpensive drugs will probably be undetected. …”
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“…Adjusted mean (least squares means holding covariates at mean values) all-cause medical costs, disease-specific (claims with a ICD-9-CM diagnosis code for major depressive disorder in the primary or secondary diagnosis field) medical costs, all-cause pharmacy costs, and SSRI/SNRI antidepressant costs were compared for brand versus generic initiators using generalized linear regression models, also adjusted for baseline covariates. …”
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“…The virulence genes showed a generally higher occurrence in isolates from HIV-negative patients than HIV-positive patients, with the eae gene 5/61 (8.20%) against 12/62 (19.35%), the entB gene 4/10 (40.00%) against 14/21 (66.66%), and the pipD gene 5/11 (45.45%) against 7/15 (46.46%) in HIV-positive and negative patients, respectively. …”
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“…However, children were generally not considered despite their greater risk. …”
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“…Associations between each modality were tested at the individual level using generalized estimating equation models, and within identical twin-pairs using within-pair difference models. …”
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“…BACKGROUND: Within the trauma system, the emergency department (ED) is the hospital’s first contact and is vital for allocating medical resources. However, there is generally limited information about patients that die in the ED. …”
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“…In study 2, Indonesian stakeholders generally found the internet-delivered program to be highly culturally appropriate in terms of language, concepts, context, treatment goals, and depictions of students’ emotional and behavioral experiences. …”
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“…We compared PRIMO with 2 other explainability methods, one based on feature ranking and the other based on conditional probability. We used generalized linear mixed-effects models to evaluate participants’ agreement with ML predictions and conducted likelihood ratio tests to examine the relationship between explainability methods and outcomes for nested models. …”
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“…We define it panoramic because it does not aim only at the observation and description of the present phenomena, which are generally characterized by violence, anguish, chaos. …”
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“…PBMC-C(0TAC) did not show a significant difference between the stable and adverse outcome group, but the level of the adverse outcome group was generally higher than that of the stable group. Conclusions: Compared with conventional therapeutic drug monitoring, the proposed rapid and sensitive method can provide more clinically reliable information on drug concentration at an active site, which has the potential to be applied to the clinical monitoring of intracellular immunosuppressive concentration in organ transplantation. …”
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“…Mixed linear regression was used to identify between-country differences in length of stay (LOS), as a parameter of healthcare consumption. Mixed generalized linear models with gamma distribution and log link function quantified associations of patient characteristics with higher total costs. …”
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“…Being male, having lower educational attainment and income, having no health insurance or covered by public health insurance only, and lower frequency of doctor visits were generally associated with lower vaccine uptakes. Foreign-born Asian aggregate had lower vaccination rates than U.S.…”
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“…Stool microbial composition was measured by 16s rRNA bacterial gene sequencing and analyzed by generalized linear mixed models with negative binominal distribution. …”
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“…Gender, age, race, and social deprivation index (SDI) were compared between three time periods ( T1= March 2019- Feb 2020; T2= March 2020 to Feb 2021; T3= March 2021 to Feb 2022) to test for differences in clinical outcomes and frequency of care checks using chi-square test and generalized linear mixed models. Results: Our cohort included of 4909 patients, 46.2% were females, 73.2% were white, and 32% were older than 65 years. …”
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“…Members of the GCT-SS group report treatment patterns generally in line with those found from clinical audits. …”
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