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BACKGROUND: Black individuals in the United States (US) have a higher incidence of and mortality from colorectal cancer (CRC) compared to other racial groups, and CRC is the second leading cause of death among Hispanic/Latino populations in the US. Patient navigation is an evidence-based approach to narrow inequities in cancer screening among Black and Hispanic/Latino patients. Despite this, limited healthcare systems have implemented patient navigation for screening at scale. METHODS: We are conducting a stepped-wedge cluster randomized trial of 15 primary care clinics with six steps of six-month duration to scale a patient navigation program to improve screening rates among Black and Hispanic/Latino patients. After six months of baseline data collection with no intervention we will randomize clinics, whereby three clinics will join the intervention arm every six months until all clinics cross over to intervention. During the intervention roll out we will conduct training and education for clinics, change infrastructure in the electronic health record, create stakeholder relationships, assess readiness, and deliver iterative feedback. Framed by the Practical, Robust Implementation Sustainment Model (PRISM) we will focus on effectiveness, reach, provider adoption, and implementation. We will document adaptations to both the patient navigation intervention and to implementation strategies. To address health equity, we will engage multilevel stakeholder voices through interviews and a community advisory board to plan, deliver, adapt, measure, and disseminate study progress. Provider-level feedback will include updates on disparities in screening orders and completions. DISCUSSION: Primary care clinics are poised to close disparity gaps in CRC screening completion but may lack an understanding of the magnitude of these gaps and how to address them. We aim to understand how to tailor a patient navigation program for CRC screening to patients and providers across diverse clinics with wide variation in baseline screening rates, payor mix, proximity to specialty care, and patient volume. Findings from this study will inform other primary care practices and health systems on effective and sustainable strategies to deliver patient navigation for CRC screening among racial and ethnic minorities. TRIAL REGISTRATION: NCT06401174.

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Cardiovascular disease is the leading cause of maternal death among Black women in the United States. A large, urban hospital adopted remote patient blood pressure monitoring (RBPM) to increase blood pressure monitoring and improve the management of hypertensive disorders of pregnancy (HDP) by reducing the time to diagnosis of HDP. The digital platform integrates with the electronic health record (EHR), automatically inputting RBPM readings to the patients' chart; communicating elevated blood pressure values to the healthcare team; and offers a partial offset of the cost through insurance plans. It also allows for customization of the blood pressure values that prompt follow-up to the patient's risk category. This paper describes a protocol for evaluating its impact. Objective 1 is to measure the effect of the digitally supported RBPM on the time to diagnosis of HDP. Objective 2 is to test the effect of cultural tailoring to Black participants. The ability to tailor digital content provides the opportunity to test the added value of promoting social identification with the intervention, which may help achieve equity in severe maternal morbidity events related to HDP. Evaluation of this intervention will contribute to the growing literature on digital health interventions to improve maternity care in the United States.

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BACKGROUND AND OBJECTIVE: The prevalence of value-based payment models has led to an increased use of the electronic health record to capture quality measures, necessitating additional documentation requirements for providers. METHODS: This case study uses text mining and natural language processing techniques to identify the timely completion of diabetic eye exams (DEEs) from 26,203 unique clinician notes for reporting as an electronic clinical quality measure (eCQM). Logistic regression and support vector machine (SVM) using unbalanced and balanced datasets, using the synthetic minority over-sampling technique (SMOTE) algorithm, were evaluated on precision, recall, sensitivity, and f1-score for classifying records positive for DEE. We then integrate a high precision DEE model to evaluate free-text clinical narratives from our clinical EHR system. RESULTS: Logistic regression and SVM models had comparable f1-score and specificity metrics with models trained and validated with no oversampling favoring precision over recall. SVM with and without oversampling resulted in the best precision, 0.96, and recall, 0.85, respectively. These two SVM models were applied to the unannotated 31,585 text segments representing 24,823 unique records and 13,714 unique patients. The number of records classified as positive for DEE using the SVM models ranged from 667 to 8,935 (2.7-36% out of 24,823, respectively). Unique patients classified as positive for DEE ranged from 3.5 to 41.8% highlighting the potential utility of these models. DISCUSSION: We believe the impact of oversampling on SVM model performance to be caused by the potential of overfitting of the SVM SMOTE model on the synthesized data and the data synthesis process. However, the specificities of SVM with and without SMOTE were comparable, suggesting both models were confident in their negative predictions. By prioritizing to implement the SVM model with higher precision over sensitivity or recall in the categorization of DEEs, we can provide a highly reliable pool of results that can be documented through automation, reducing the burden of secondary review. Although the focus of this work was on completed DEEs, this method could be applied to completing other necessary documentation by extracting information from natural language in clinician notes. CONCLUSION: By enabling the capture of data for eCQMs from documentation generated by usual clinical practice, this work represents a case study in how such techniques can be leveraged to drive quality without increasing clinician work.

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INTRODUCTION: Understanding and managing clinician workload is important for clinician (nurses, physicians and advanced practice providers) occupational health as well as patient safety. Efforts have been made to develop strategies for managing clinician workload by improving patient assignment. The goal of the current study is to use electronic health record (EHR) data to predict the amount of work that individual patients contribute to clinician workload (patient-related workload). METHODS: One month of EHR data was retrieved from an emergency department (ED). A list of workload indicators and five potential workload proxies were extracted from the data. Linear regression and four machine learning classification algorithms were utilized to model the relationship between the indicators and the proxies. RESULTS: Linear regression proved that the indicators explained a substantial amount of variance of the proxies (four out of five proxies were modeled with R2 > 0.80). Classification algorithms also showed success in classifying a patient as having high or low task demand based on data from early in the ED visit (e.g. 80 % accurate binary classification with data from the first hour). CONCLUSION: The main contribution of this study is demonstrating the potential of using EHR data to predict patient-related workload automatically in the ED. The predicted workload can potentially help in managing clinician workload by supporting decisions around the assignment of new patients to providers. Future work should focus on identifying the relationship between workload proxies and actual workload, as well as improving prediction performance of regression and multi-class classification.

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Modern diagnostic tools like fiberoptic nasal endoscopy and CT imaging of the sinuses are very sensitive in helping clinicians diagnose sinus disease; we may now reevaluate the symptoms and signs most useful in making a clinical diagnosis of rhinosinusitis. Two major systems of classification and diagnostic criteria relating headaches and sinus disease have achieved currency-that of the International Headache Society (IHS) (1988) and the more recent task force recommendations of the American Academy of Otolaryngology-Head and Neck Surgery (AAO-HNS) (1997). This report compares and contrasts the different starting points, certain assumptions, and conflicting conclusions of these two classification systems and recommends a cooperative alliance of the IHS and AAO-HNS when these diagnostic criteria are revised.

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The variable clinical features of migraine and some relationships of migraine with other headache disorders have been reviewed. Although these views generally are shared by most headache specialists, some respected headache investigators reject the concept of a spectrum of migraine and conclude that the continuum model is an artifact.

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OBJECTIVE: To examine the benefits of acetaminophen, aspirin, and caffeine (AAC) in the treatment of severe, disabling migraine attacks, in a population of migraine sufferers for whom over-the-counter (OTC) medications are appropriate. BACKGROUND: Subjects (n = 1220) who met the International Headache Society criteria for migraine with or without aura were included in three independent clinical studies. DESIGN/METHODS: Post-hoc analysis of 172 subjects who met the criteria for severe, disabling migraine reported a history of migraine attacks characterized by at least severe pain and severe disability, and treated attacks with severe pain and at least severe disability. Subjects who usually vomited with 20% or more of their migraine attacks, and those with incapacitating disability (subjects who required bed rest for more than 50% of their attacks) were not eligible for enrollment. RESULTS: From 1 h and continuing through 6 h postdose, the proportion of responders was significantly greater (p< or =0.01) for AAC than placebo. The pain intensity difference from baseline was significantly greater (p< or =0.05) for AAC than placebo from 0.5 h through 6 h. The proportion of subjects reporting improvement in functional disability, photophobia, and phonophobia was significantly greater for AAC than placebo from 2 h through 6 h postdose. CONCLUSIONS: The nonprescription combination of AAC was well tolerated and effective.

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The greater longevity of humans over other mammalian species is provided, in large part, by the complex neural circuitry of the brain. Assurance of the integrity of this circuitry is partly provided by its neural plasticity. The brain is also protected from adverse systemic phenomena by the blood-brain and blood-cerebrospinal fluid barriers. However, these barriers do not protect the brain from adverse phenomena that originate within the central nervous system. The brain and immune systems share many analogous characteristics; and an immunogenic compartment of the brain is described here that also has the capacity to assure the integrity of its neural circuits and its autonomy. Finally, the role of this compartment in aging and in aging-dependent diseases is discussed.

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Aspartame, a popular dietetic sweetener, may provoke headache in some susceptible individuals. Herein, we describe three cases of young women with migraine who reported their headaches could be provoked by chewing sugarless gum containing aspartame.

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Forty consecutive headache patients self-administered sumatriptan for migraine, diagnosed by the criteria of the International Headache Society (IHS). Eighty percent reported excellent response. Thirty-three percent had recurrence of headache within four to twelve hours, while 67% had no recurrence. Fifty-five percent of the patients reported mild side effects, but only 8% stopped therapy because of adverse reactions. No serious cardiovascular events occurred. Recommendations for safe use of sumatriptan are suggested.

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Cerebral amyloid angiopathy (CAA) occurs in humans along with the neuritic amyloid plaques in Alzheimer's disease, in several familial (inherited) syndromes, and in a sporadic form that increases in prevalence with age to attain a rate of about 60% after age 90. In the non-Alzheimer conditions, it is often accompanied by cerebral hemorrhage and sometimes also by dementia. We report here the experimental induction of cerebrovascular amyloid (CVA) in thyroglobulin (Tg)-immunized rabbits. The vascular deposits in these rabbits are comparable to that seen in humans in that they primarily involve arterioles, venules, and capillaries and exhibit microscopic and ultrastructural characteristics similar to the human lesion. Prominent congophilic vascular lesions in the brain were seen in three out of six Tg-immunized rabbits, whereas less striking basement membrane thickening was evident in three other experimental animals, probably reflecting individual variations in vascular responses to actively induced Tg immunity. Occasional primitive amyloid plaques were also encountered adjacent to vascular lesions. These observations are of particular interest since in other experimental models, cerebral vascular amyloid deposits have not been observed, thus suggesting that immunopathogenic events induced by active Tg immunization may be unique in their effects on the cerebral vasculature.

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This article continues the report of a study at the St Louis Comprehensive Neighborhood Health Center in which definitive blood lead levels were routinely determined in pediatric patients younger than 5 years of age. Data on changes during the 1980s in population, housing, and soil lead levels also are provided for possible correlation with changes in blood lead levels. From 1976 through 1993, there has been a progressive decline in annual mean blood lead levels and in the percentage of patients at several ranges indicative of different degrees of risk for brain damage. Comparisons of blood lead levels in residents of other neighborhoods in the city of St Louis show that most predominantly black neighborhoods and a single predominantly poor white neighborhood are particularly high-risk areas. In the study catchment area, the total population has decreased but the number of children younger than 5 years of age has increased. The latter has resulted in about a doubling of admissions to our health center in 1993. There also has been a decline in occupied housing units, an increase in unoccupied units (probably unfit for habitation), and the demolition of more than 6700 units. There also has been a remarkable citywide reduction in soil lead levels, somewhat more marked in the study catchment area than in some other areas of the city. The reduction in the lead burden in children in the study catchment area appears to be associated with the decline in housing units and the decline in soil lead levels.

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The technique of microscope examination and hot wire cautery in a prospective study of 100 consecutive patients with acute epistaxis is described. The method was successful in arresting haemorrhage in 94 per cent of patients bleeding at the time of examination, and in 86 per cent, discharge home within one hour was possible. Due to improved illumination, magnification and control of the cautery instrument, nasal packing was required in only nine per cent of cases. By achieving this and by reducing the overall need for admission to 20 per cent, we recommend this method of treatment both as a successful cost saving measure, as well as advantageous to the patient.

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