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Analysis of multivariate longitudinal substance use outcomes using multivariate mixed cumulative logit model
Abstract BackgroundLongitudinal assessments of usage are often conducted for multiple substances (e.g., cigarettes, alcohol and marijuana) and...
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A model for measuring healthcare accessibility using the behavior of demand: a conditional logit model-based floating catchment area method
BackgroundEstimating realistic access to health services is essential for designing support policies for healthcare delivery systems. Many studies...
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Adjustment for baseline characteristics in randomized trials using logistic regression: sample-based model versus true model
BackgroundAdjustment for baseline prognostic factors in randomized clinical trials is usually performed by means of sample-based regression models....
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Nurses’ preferences for interventions to improve infection prevention and control behaviors based on systems engineering initiative to patient safety model: a discrete choice experiment
BackgroundThe evidence of preferences for infection prevention and control (IPC) intervention from system perspective was lacked. This study aimed to...
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Transformation of Rasch model logits for enhanced interpretability
BackgroundThe Rasch model allows for linear measurement based on ordinal item responses from rating scales commonly used to assess health outcomes....
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Strengths Model for Youth (SM-Y) Case Management: Initial Findings on Youth Outcomes
Case management is a widely utilized service in both youth and adult outpatient community mental health settings. Despite its widespread use,...
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A novel diagnostic model for insulinoma
The aim is to describe a simple and feasible model for the diagnosis of insulinoma. This retrospective study enrolled 37 patients with insulinoma and...
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Correlates of non-institutional delivery to delayed initiation of breastfeeding in Nigeria: logit-decomposition and subnational analysis of population-based survey
BackgroundStudies have connected newborn delivery settings and modality to optimal breastfeeding, but how it influences untimely initiation, mostly...
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Prognostic biomarkers related to breast cancer recurrence identified based on Logit model analysis
BackgroundThis study intended to determine important genes related to the prognosis and recurrence of breast cancer.
MethodsGene expression data of...
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Establishment of Prediction Model for Severe Hypertriglyceridemic Acute Pancreatitis Based on Early Laboratory Indicators
BackgroundCompared with other types of acute pancreatitis (AP), hypertriglyceridemic acute pancreatitis (HTG-AP) is younger, recurrent and more prone...
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Eliciting Older Cancer Patients’ Preferences for Follow-Up Care to Inform a Primary Healthcare Follow-Up Model in China: A Discrete Choice Experiment
Background and ObjectivesIncreasing longevity and advances in treatment have increased the cancer burden in the elderly, resulting in complex...
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Family support and transport cost: understanding health service among older people from the perspective of social-ecological model
BackgroundThis study is to investigate the interaction of family support, transport cost (ex-post), and disabilities on health service seeking...
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Analysing outlier communities to child birth weight outcomes in Malawi: application of multinomial logistic regression model diagnostics
Studies have reported significant effect of geographically shared variables on new-born baby weight. Although there is growing use of community-based...
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Model-based standardization using multiple imputation
BackgroundWhen studying the association between treatment and a clinical outcome, a parametric multivariable model of the conditional outcome...
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Construction and validation of a risk prediction model for intraoperative hypothermia in elderly patients undergoing total hip arthroplasty
AimsTo construct and validate an intraoperative hypothermia risk prediction model for elderly patients undergoing total hip arthroplasty (THA).
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Analysis of factors associated with postoperative acute kidney injury in patients with colorectal cancer and the development of a risk prediction model: a retrospective study
BackgroundTo investigate the factors associated with acute kidney injury (AKI) in postoperative colorectal cancer (CRC) patients and develop a risk...
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Scale and rate heterogeneity in the EQ-5D-5L valuation
ObjectivesTo estimate values on a quality-adjusted life year (QALY) scale using individual preference evidence, choice analyses typically include...
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Deep learning model utilizing clinical data alone outperforms image-based model for hernia recurrence following abdominal wall reconstruction with long-term follow up
BackgroundDeep learning models (DLMs) using preoperative computed tomography (CT) imaging have shown promise in predicting outcomes following...
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Establishment of a Multi-parameter Evaluation Model for Risk of Aspiration in Dysphagia: A Pilot Study
It’s difficult for clinical bedside evaluations to accurately determine the occurrence of aspiration in patients. Although VFSS and FEES are the gold...
