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Hierarchical Condition Category

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https://www.readbyqxmd.com/read/28634156/classifying-chinese-questions-related-to-health-care-posted-by-consumers-via-the-internet
#1
Haihong Guo, Xu Na, Li Hou, Jiao Li
BACKGROUND: In question answering (QA) system development, question classification is crucial for identifying information needs and improving the accuracy of returned answers. Although the questions are domain-specific, they are asked by non-professionals, making the question classification task more challenging. OBJECTIVE: This study aimed to classify health care-related questions posted by the general public (Chinese speakers) on the Internet. METHODS: A topic-based classification schema for health-related questions was built by manually annotating randomly selected questions...
June 20, 2017: Journal of Medical Internet Research
https://www.readbyqxmd.com/read/28622790/early-life-risk-factors-identified-for-owner-reported-feline-overweight-and-obesity-at-around-two-years-of-age
#2
E C Rowe, W J Browne, R A Casey, T J Gruffydd-Jones, J K Murray
Obesity is considered the second most common health problem in pet cats in developed countries. This study used prospective data from a longitudinal study of pet cats ('C.L.A.W.S.', www.bristol.ac.uk/vetscience/claws) to identify early-life risk factors for feline overweight/obesity occurring at around two years of age. Data were collected via five owner-completed questionnaires (for cats aged two-six months, six months, 12 months, 18 months and two years respectively) completed between May 2011 and April 2015...
August 1, 2017: Preventive Veterinary Medicine
https://www.readbyqxmd.com/read/28508537/superorganismality-and-caste-differentiation-as-points-of-no-return-how-the-major-evolutionary-transitions-were-lost-in-translation
#3
Jacobus J Boomsma, Richard Gawne
More than a century ago, William Morton Wheeler proposed that social insect colonies can be regarded as superorganisms when they have morphologically differentiated reproductive and nursing castes that are analogous to the metazoan germ-line and soma. Following the rise of sociobiology in the 1970s, Wheeler's insights were largely neglected, and we were left with multiple new superorganism concepts that are mutually inconsistent and uninformative on how superorganismality originated. These difficulties can be traced to the broadened sociobiological concept of eusociality, which denies that physical queen-worker caste differentiation is a universal hallmark of superorganismal colonies...
May 15, 2017: Biological Reviews of the Cambridge Philosophical Society
https://www.readbyqxmd.com/read/28491306/association-of-provider-opioid-prescribing-practices-and-the-centers-for-medicare-and-medicaid-services-hierarchical-condition-category-score-a-retrospective-examination-of-correlation-between-the-volume-of-provider-prescribed-opioid-medications-and-provider
#4
Frederick North, Sidna M Tulledge-Scheitel, Sarah J Crane
OBJECTIVE: Opioids are being prescribed at increasing rates in primary care practices, and among individual providers there is significant variability in opioid prescribing. Primary care practices also vary significantly in complexity of their patients, ranging from healthy patients to those with multiple comorbidities. Our objective was to examine individual primary care providers for an association between their opioid prescribing and the complexity/risk of their panel of patients (a panel of patients is a group of patients whose medical care is the responsibility of a specific healthcare provider or care team)...
2017: SAGE Open Medicine
https://www.readbyqxmd.com/read/28410824/treated-and-released-urinary-catheterization-in-the-emergency-department-by-sex
#5
Scott Martin Vouri, Margaret A Olsen, Daniel Theodoro, Seth A Strope
BACKGROUND: The prevalence and difference in likely indications of urinary catheterization (UC) in treated-and-released emergency department (ED) visits between men and women are currently unknown. METHODS: This was a cross-sectional analysis using the 2013 National Emergency Department Sample for all treated-and-released visits in persons aged ≥18 years. The prevalence of conditions associated with UC visits in men and women were identified. A hierarchical ranking was used to categorize diagnosis codes identified during ED visits into clinically meaningful categories to assess conditions for UC...
April 11, 2017: American Journal of Infection Control
https://www.readbyqxmd.com/read/28391913/clinical-and-economic-consequences-of-statin-intolerance-in-the-united-states-results-from-an-integrated-health-system
#6
Jove H Graham, Robert J Sanchez, Joseph J Saseen, Usha G Mallya, Mary P Panaccio, Michael A Evans
BACKGROUND: Although statins are considered safe and effective, they have been associated with statin intolerance (SI) in clinical and observational studies. OBJECTIVE: The objective of this study was to describe the clinical and economic consequences of SI through comparison of an SI cohort of patients with matched controls. METHODS: This study used data extracted from an integrated health system's electronic health records from 2008 to 2014...
January 2017: Journal of Clinical Lipidology
https://www.readbyqxmd.com/read/28245661/value-based-contracting-innovated-medicare-advantage-healthcare-delivery-and-improved-survival
#7
Aloke K Mandal, Gene K Tagomori, Randell V Felix, Scott C Howell
OBJECTIVES: In Medicare Advantage (MA) with its CMS Hierarchical Condition Categories (CMS-HCC) payment model, CMS reimburses private plans (Medicare Advantage Organizations [MAOs]) with prospective, monthly, health-based or risk-adjusted, capitated payments. The effect of this payment methodology on healthcare delivery remains debatable. How value-based contracting generates cost efficiencies and improves clinical outcomes in MA is studied. STUDY DESIGN: A difference in contracting arrangements between an MAO and 2 provider groups facilitated an intervention-control, preintervention-postintervention, difference-in-differences approach among statistically similar, elderly, community-dwelling MA enrollees within one metropolitan statistical area...
February 1, 2017: American Journal of Managed Care
https://www.readbyqxmd.com/read/28208079/bias-in-beliefs-about-the-self-is-associated-with-depressive-but-not-anxious-mood
#8
M C Obonsawin, J Carlisle, C J Patterson, K Black, K M Davidson, N Masson
BACKGROUND: Biases in beliefs about the self are associated with psychopathology and depressive and anxious mood, but it is not clear if both negative and positive beliefs are associated with depression or anxiety. We examined these relationships in people who present with a wide range of depressive and anxious mood across diagnostic categories. METHODS: We probed positive and negative beliefs about the self with a task in which 74 female participants with either affective disorder (depression and/or anxiety), borderline personality disorder or no psychiatric history indicated the degree to which 60 self-related words was "like them" or "not like them"...
January 21, 2017: Comprehensive Psychiatry
https://www.readbyqxmd.com/read/28128931/self-templated-formation-of-hollow-structures-for-electrochemical-energy-applications
#9
Le Yu, Hao Bin Wu, Xiong Wen David Lou
The rational design and synthesis of hollow structured functional materials are of great significance as both fundamental challenges in materials science and practical solutions for efficient energy utilization in modern society. The unique structural features of hollow functional materials bring outstanding electrochemical properties for both energy storage and electrocatalysis. However, conventional templating methods are normally less efficient in constructing hollow structures with desirable compositions and architectures...
January 27, 2017: Accounts of Chemical Research
https://www.readbyqxmd.com/read/28118530/current-risk-adjustment-and-comorbidity-index-underperforms-in-predicting-post-acute-utilization-and-hospital-readmissions-after-joint-replacements-implications-for-comprehensive-care-for-joint-replacement-model
#10
Amit Kumar, Amol Karmarkar, Brian Downer, Amit Vashist, Deepak Adhikari, Soham Al Snih, Kenneth Ottenbacher
OBJECTIVE: Compare the performances of comorbidity indices: Charlson, Elixhauser, and the Centers for Medicare & Medicaid Services (CMS) risk adjustment model Hierarchical Condition Category (HCC), in predicting post-acute discharge settings and hospital readmission for patients after joint replacement. METHODS: Retrospective study of Medicare beneficiaries with total knee replacement (TKR) or total hip replacement (THR) discharged from hospitals in 2009-2011 (N=607,349)...
January 24, 2017: Arthritis Care & Research
https://www.readbyqxmd.com/read/27935995/into-the-bowels-of-depression-unravelling-medical-symptoms-associated-with-depression-by-applying-machine-learning-techniques-to-a-community-based-population-sample
#11
Joanna F Dipnall, Julie A Pasco, Michael Berk, Lana J Williams, Seetal Dodd, Felice N Jacka, Denny Meyer
BACKGROUND: Depression is commonly comorbid with many other somatic diseases and symptoms. Identification of individuals in clusters with comorbid symptoms may reveal new pathophysiological mechanisms and treatment targets. The aim of this research was to combine machine-learning (ML) algorithms with traditional regression techniques by utilising self-reported medical symptoms to identify and describe clusters of individuals with increased rates of depression from a large cross-sectional community based population epidemiological study...
2016: PloS One
https://www.readbyqxmd.com/read/27875178/optimizing-hierarchical-visualizations-with-the-minimum-description-length-principle
#12
Rafael Veras, Christopher Collins
In this paper we examine how the Minimum Description Length (MDL) principle can be used to efficiently select aggregated views of hierarchical datasets that feature a good balance between clutter and information. We present MDL formulae for generating uneven tree cuts tailored to treemap and sunburst diagrams, taking into account the available display space and information content of the data. We present the results of a proof-of-concept implementation. In addition, we demonstrate how such tree cuts can be used to enhance drill-down interaction in hierarchical visualizations by implementing our approach in an existing visualization tool...
January 2017: IEEE Transactions on Visualization and Computer Graphics
https://www.readbyqxmd.com/read/27816950/performance-evaluation-of-immunocap%C3%A2-isac-112-a-multi-site-study
#13
MULTICENTER STUDY
Marianne van Hage, Peter Schmid-Grendelmeier, Chrysanthi Skevaki, Mario Plebani, Walter Canonica, Jörg Kleine-Tebbe, Mats Nystrand, Mehrdad Jafari-Mamaghani, Thilo Jakob
BACKGROUND: After the re-introduction of ImmunoCAP® ISAC sIgE 112 on the market, we undertook a study to evaluate the performance of this multiplex-based immunoassay for IgE measurements to allergen components. METHODS: The study was carried out at 22 European and one South African site. Microarrays from different batches, eight specific IgE (sIgE) positive, three sIgE negative serum samples and a calibration sample were sent to participating laboratories where assays were performed according to the manufacturer's instructions...
March 1, 2017: Clinical Chemistry and Laboratory Medicine: CCLM
https://www.readbyqxmd.com/read/27736239/future-directions-for-clinical-research-services-and-training-evidence-based-assessment-across-informants-cultures-and-dimensional-hierarchies
#14
Thomas M Achenbach
As the Diagnostic and Statistical Manual of Mental Disorders (5th ed.; DSM-5) acknowledges, DSM diagnostic categories do not fit the real-world heterogeneity, comorbidity, and complexity of most mental health problems. Many efforts to develop and test evidence-based treatments also fail to take account of the heterogeneity, comorbidity, and complexity of problems seen in the community settings where most mental health services are rendered. Most community services cannot attain the treatment specificity and fidelity characterizing randomized controlled trials, which often yield larger therapeutic effects than when the tested treatments are tried in community services...
October 13, 2016: Journal of Clinical Child and Adolescent Psychology
https://www.readbyqxmd.com/read/27711249/-on-my-own-but-not-alone-adolescents-experiences-of-internet-delivered-cognitive-behavior-therapy-for-obsessive-compulsive-disorder
#15
Fabian Lenhard, Sarah Vigerland, Hedvig Engberg, Anna Hallberg, Hanna Thermaenius, Eva Serlachius
INTRODUCTION: Childhood Obsessive-Compulsive Disorder (OCD) is a prevalent and impairing condition that can be effectively treated with Cognitive Behavior Therapy (CBT). However, a majority of children and adolescents do not have access to CBT. Internet-delivered CBT (ICBT) has been suggested as a way to increase availability to effective psychological treatments. Yet, the research on ICBT in children and adolescents has been lagging behind significantly both when it comes to quantitative as well as qualitative studies...
2016: PloS One
https://www.readbyqxmd.com/read/27682525/implications-of-the-definition-of-an-episode-of-care-used-in-the-comprehensive-care-for-joint-replacement-model
#16
Chad Ellimoottil, Andrew M Ryan, Hechuan Hou, James M Dupree, Brian Hallstrom, David C Miller
Importance: Under the Comprehensive Care for Joint Replacement (CJR) model, hospitals are held accountable for nearly all Medicare payments that occur during the initial hospitalization until 90 days after hospital discharge (ie, the episode of care). It is not known whether unrelated expenditures resulting from this "broad" definition of an episode of care will affect participating hospitals' average episode-of-care payments. Objective: To compare the CJR program's broad definition of an episode of care with a clinically narrow definition of an episode of care...
January 1, 2017: JAMA Surgery
https://www.readbyqxmd.com/read/27592179/differences-in-nursing-home-quality-between-medicare-advantage-and-traditional-medicare-patients
#17
Emiley Chang, Teague Ruder, Claude Setodji, Debra Saliba, Mark Hanson, David S Zingmond, Neil S Wenger, David A Ganz
BACKGROUND: Medicare Advantage (MA) enrollment is steadily growing, but little is known about the quality of nursing home (NH) care provided to MA enrollees compared to enrollees in traditional fee-for-service (FFS) Medicare. OBJECTIVES: To compare MA and FFS enrollees' quality of NH care. DESIGN: Cross-sectional. SETTING: US nursing homes. PARTICIPANTS: 2.17 million Medicare enrollees receiving care at an NH during 2011...
October 1, 2016: Journal of the American Medical Directors Association
https://www.readbyqxmd.com/read/27492451/comorbidity-indices-versus-function-as-potential-predictors-of-30-day-readmission-in-older-patients-following-postacute-rehabilitation
#18
Amit Kumar, Amol M Karmarkar, James E Graham, Linda Resnik, Alai Tan, Anne Deutsch, Kenneth J Ottenbacher
BACKGROUND: Information regarding the association of comorbidity indices with readmission risk for older adults receiving postacute care is limited. The purpose of this study was to compare the discriminatory ability of five comorbidity indices in predicting 30-day all-cause hospital readmission following discharge to the community from postacute inpatient rehabilitation facilities (IRF). METHODS: The sample included Medicare fee-for-service beneficiaries with stroke, lower extremity joint replacement, and fracture, discharged from IRF in 2011 (N = 75,582)...
February 2017: Journals of Gerontology. Series A, Biological Sciences and Medical Sciences
https://www.readbyqxmd.com/read/27431801/depression-treatment-decreases-healthcare-expenditures-among-working-age-patients-with-comorbid-conditions-and-type-2-diabetes-mellitus-along-with-newly-diagnosed-depression
#19
Rituparna Bhattacharya, Chan Shen, Amy B Wachholtz, Nilanjana Dwibedi, Usha Sambamoorthi
BACKGROUND: There are many studies in the literature on the association between depression treatment and health expenditures. However, there is a knowledge gap in examining this relationship taking into account coexisting chronic conditions among patients with diabetes. We aim to analyze the association between depression treatment and healthcare expenditures among adults with Type 2 Diabetes Mellitus (T2DM) and newly-diagnosed depression, with consideration of coexisting chronic physical conditions...
July 19, 2016: BMC Psychiatry
https://www.readbyqxmd.com/read/27322485/association-between-medicare-accountable-care-organization-implementation-and-spending-among-clinically-vulnerable-beneficiaries
#20
Carrie H Colla, Valerie A Lewis, Lee-Sien Kao, A James O'Malley, Chiang-Hua Chang, Elliott S Fisher
IMPORTANCE: Accountable care contracts hold physician groups financially responsible for the quality and cost of health care delivered to patients. Focusing on clinically vulnerable patients, those with serious conditions who are responsible for the greatest proportion of spending, may result in the largest effects on both patient outcomes and financial rewards for participating physician groups. OBJECTIVE: To estimate the effect of Medicare accountable care organization (ACO) contracts on spending and high-cost institutional use for all Medicare beneficiaries and for clinically vulnerable beneficiaries...
August 1, 2016: JAMA Internal Medicine
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