Yoxas/statistical_literacy huggingface dataset:
The burden of cervical cancer in Ghana is high due to a lack of a national screening and vaccination program. Geographical variations in high-risk Human Papilloma Virus incidence and type should be considered for vaccine improvement and screening in LMICs. A descriptive, multi-center cross-sectional study with purposive sampling of cases with cervical cancer diagnosed from January 2012 through to December 2018 was employed relying on archived Formalin Fixed Paraffin Embedded (FFPE) tissues from four (4) Teaching Hospitals. Cervical cancers were assessed for histopathological features following WHO guidelines. In addition, the novel Tumour Budding and Nest Size Grade (TBNS) for SCC, SILVA pattern of invasion for EAC and Tumour Infiltrating Lymphocytes (TILs) were assessed. High Risk HPV testing was performed using an isothermal, multiplex nucleic acid amplification method from ATILA biosystem (Mountain View California, USA). The FFPE blocks were tested for 15 hrHPV genotypes. Results were analyzed using SPSS v.26.0, with descriptive statistics and cross-tabulation and chi-square tests done with significance established at p < 0.05. A total of 297 cases were identified for the study with ages ranging from 20 to 95 years. The peak age group for cervical cancer was 46 to 55 years. For those tested, hrHPV positivity rate was 85.4% [EAC (84.6%) and SCC (85.6%)]. The top five hrHPV serotypes for both histological cancers were 59 (40.0%), 35 (32.0%), 18 (30.0%), 16 (15.0%), and 33 (10.0%) respectively. Approximately, 58.2% of infections were multiple. Single hrHPV infections were mostly caused by hrHPV 59 (28.9%), and 16 (26.3%). TBNS grade for SCC, SILVA pattern of invasion for EAC and TILs did not show any statistically significant relationship with hrHPV. We affirm reported differences in hrHPV types associated with cervical cancer in Ghana with hrHPV types such as 59, 35, and 33 forming a significant proportion of hrHPV types associated with cervical cancer. This difference in hrHPV types should guide vaccine improvement and triaging of hrHPV positives. Though multiple infections are more common, some hrHPV types such as hrHPV 16 and 59 are responsible for most single infections associated with cervical cancer. Simple haematoxylin and eosin-based morphological assessments can improve the prognostication of patients with cervical cancer.
The burden of critical illness is a global issue. Healthcare systems often fail to provide essential emergency and critical care for deteriorating patients, and the optimal strategy for ensuring safe care is not fully known. This study aimed to explore the capability to identify and manage critical conditions and to evaluate how an interprofessional training intervention that included theory as well as high-fidelity simulation (proACT) in the short and long term affected the capability. A questionnaire study was performed. A cross-sectional survey of all in-hospital nurses and physicians in a Swedish region (n538) and a longitudinal cohort of participants entering the proACT course during a six-month period (n99) were included. Descriptive and comparative statistics were generated. Additionally, qualitative content analysis was performed for free text answers. The findings demonstrated that the intervention improved the individual healthcare professionals' competence with a sustained effect over time. The coverage of proACT trained staff increased from 13.2% to 26.5%, but no correlation was observed with workplace conditions that support safe care. Collaboration and workplace climate were perceived to be mainly positive, but for safer care, an overall need for improved competence and staffing was emphasized. The present study confirms previously identified issues and the need for improvements in the care of critically ill patients in general hospital wards. It supports the notion that a training intervention, such as proACT, can increase the capability to identify and manage patients with critical conditions. All healthcare professions increased the competence. Hence, more effort is needed to enable staff of all professions to participate in such training. Studies of interventions cover higher number of trained staff in the setting are warranted to clarify whether the training can also improve workplace conditions that support safe care of deteriorating and critically ill patients.
The burden of neurological disease disproportionately affects low- and middle-income countries, where the lowest number of neurologists are located. Building local training opportunities in resource-limited settings is a foundational step to enhancing the neurological workforce and improving access to neurological care in these regions. In this article, we describe the development and growth of the first neurology residency program in East Africa, which was established in 2006 at Zewditu Memorial Hospital and the Tikur Anbessa Specialized Hospital, Addis Ababa University, Ethiopia. We highlight the impact of the program on clinical care, research, collaborations between neurologists across Ethiopia, and ways to build educational opportunities and mentorship while faced with limited resources. The main challenges in starting the residency program included lack of faculty with neurological expertise, lack of a precedent for subspecialty training in our setting, as well as limited resources and space. The formation of sustainable international collaborations with clinicians at established institutions in high-income countries and neurological societies has been a major source of support in developing the initial infrastructure, curriculum and educational content, knowledge assessments, and mentored research projects. Local partnerships with related medical specialties, including internal medicine, critical care, neurological surgery, and psychiatry, were also instrumental in creating training opportunities. As the program continues to evolve, many challenges remain, including limited diagnostics, lack of access to advanced treatment modalities, lack of fellowship training opportunities in various neurological subspecialties, and insufficient training and experience in scientific writing. Despite these challenges, the residency program has persevered and its creation resulted in many positive changes: since its inception in 2006, we graduated 80 neurologists and the number of practicing neurologists in Ethiopia has increased from 5 to 78, our institution has evolved into a national referral center for neurology, graduates have published 61 articles in the past 3 years and contributed to international neurology research, and alumni of the program have grown the Association of Ethiopian Neurologists. Future directions include development of fellowship opportunities, creation of international rotations, and implementation of teleneurology to further strengthen neurological care across Ethiopia.
The burden of noncommunicable diseases (NCD) is increasing at an alarming rate, contributing to about 23% of the mortality in the rural and 30% of the total mortality in the urban population in India. Even with high health literacy in Kerala, the state has higher rates of NCD risk factors and lower diabetes and hypertension control rates. The objectives were to qualitatively assess the facilitators and barriers of NCD prevention from the patients' and health care providers' perspectives and assess the perceptions of healthy lifestyle behaviors among NCD risk persons and patients. This was a qualitative study conducted in Thrissur district, Kerala, India. Qualitative study was conducted using the grounded theory approach. A total of nine in-depth interviews and ten focus group discussions were conducted among health care providers and NCD risk persons and patients. The audio-recorded data were transcribed, coded, and thematically analyzed. The data were transcribed and analyzed using the Framework approach to qualitative data analysis. The main themes identified were healthy lifestyle behaviors, facilitators, and barriers to NCD prevention. The main facilitators for NCD prevention were NCD screening, the national program for NCD, health education sessions, and yoga classes in school. Lack of time, laziness, unavailability of space for exercise, and safety issues were identified as barriers to physical activity. People are aware of the facilitators and barriers of NCD prevention. Availability of a favorable environment and behavior change is needed to combat the silent epidemic of NCDs.
The burden of sickle cell disease (SCD) is high in Saudi Arabia, with a significant impact on patients' quality of life (QoL). This study aimed to assess the health-related quality of life (HRQoL) among adults with SCD. A cross-sectional study was conducted among adults with SCD attending hematology clinics at Qatif Central Hospital in the Eastern Province of Saudi Arabia. The questionnaire included subsections to collect information from participants, including sociodemographic attributes, SCD characteristics, HRQoL based on SF-36, and opinions regarding barriers to service. Among 272 SCD patients, the highest mean score of HRQoL was observed in the social functioning (SF) domain (65.0±23.4), whereas the lowest score was observed in the role limitations due to physical health (RP) domain (47.2±40.4). The mean score for participants' opinions regarding service provision was 19.27±4.68 (min-max:10-30), and only 24.6% had a positive opinion regarding the accessibility of service provision. A total of 38.6% of the respondents acknowledged shortcomings in the services offered by healthcare staff, and 43% identified weaknesses in communication with healthcare staff. Moreover, 40.1% agreed about feeling stigmatized about their condition. SCD patients who were <40 years old, males, had a university degree, had health insurance, waited <15 minutes before receiving health care, and had positive opinions regarding service provision were more likely to have better HRQoL scores. Adults with SCD exhibited low HRQoL in general, and different factors were related to low HRQoL scores. Counselling, empowerment, and improvement of doctor-patient communication are important strategies to improve healthcare provision, and consequently, HRQoL among adults with SCD.
The burden of type 2 diabetes mellitus (T2DM) in China continues to escalate. To investigate the impact of family support system on the self-management behaviour of patients with T2DM. In this cross-sectional study, 1,042 participants were sampled using a multistage stratified probability-proportionate-to-size method. On-site interviews were conducted using a structured questionnaire administered by 122 family doctors from 13 community health service centres in 8 administrative districts. A structural equation model was established to investigate the impact of individual factors and family support system on the self-management behaviour of T2DM patients. Statistical analysis was performed using the SPSS 25.0 software. The self-management behaviour pass rate among individuals with T2DM was 40.9%. In terms of individual factors, those with a high school education level or above demonstrated higher self-management behaviour scores than those with a junior high school education level or lower. The structural equation model revealed a path of interactions among individual factors, family support system-related factors, and the self-management behaviour of patients with T2DM: Family function → Family support → Patients' self-management behaviour → Quality of life. The coefficient of the direct path from family function to family support was 0.74 (P < 0.001), while the coefficient of the direct path from family support to self-management behaviour was 0.68 (P = 0.001). There is significant room for improvement in the self-management behaviour of T2DM patients in China. Family function can enhance the self-management behaviour of T2DM patients by promoting family support.
The burnout levels of nurses, who have an important place in the delivery of health services, are increasing day by day. As the burnout levels of nurses increase, there may be undesirable situations such as compassion fatigue specific to them, their patients and their institutions. The aim of this study is to determine the effect of compassion fatigue seen in nurses on burnout and the mediating role of empathy in this effect. The research was conducted on nurses working in three public hospitals operating in Sakarya, Turkey, between 2 January and 16 April 2019. Since the research was conducted in more than one hospital, the minimum number of participants was determined for each hospital using the stratified sampling method in the first stage. In the second stage, the participants were selected by convenience sampling method. Descriptive statistics, linear regression and process macro regression analysis were used to analyse the data. The results showed the effect of nurses' compassion fatigue on burnout and empathy (β = 0.673). In addition, empathy has a mediating role in the effect of compassion fatigue on burnout (β = 0.251). Reducing the burnout levels of nurses, who have a very important place in the delivery of health services, is important for both themselves and patients. It is recommended that the results of this study, which may contribute to the development of the awareness of nurse managers, should be made with the ability to understand the symptoms of compassion fatigue and burnout, teaching coping methods and providing support by experts when necessary.
The C-reactive protein-albumin-lymphocyte (CALLY) score is a novel indicator associated with inflammation, immunity, and nutrition, utilized for cancer prognostic stratification. This study aimed to evaluate the integrated prognostic significance of the pre-treatment CALLY score and Epstein-Barr virus (EBV) DNA levels in nasopharyngeal carcinoma (NPC) patients and to develop prognostic models. A total of 1707 NPC patients from September 2015 to December 2017 were retrospectively enrolled. The cut-off point for the CALLY score, determined by maximum selected rank statistics, integrates with the published cut-off point for pre-EBV DNA to develop a comprehensive index. Subsequently, patients were randomly allocated in a 1:1 ratio into training and validation cohorts. Survival analysis was conducted using the Kaplan-Meier method with Log rank tests, and the Cox proportional hazards model was applied to identify independent prognostic factors for constructing predictive nomograms. The predictive ability of the nomograms were assessed through the concordance index (C-index), calibration curves, and decision curve analysis. By integrating CALLY scores and EBV-DNA levels, patients were categorized into three risk clusters. Kaplan-Meier curves reveal significant differences in overall survival (OS), distant metastasis-free survival (DMFS), and locoregional relapse-free survival (LRRFS) outcomes among different risk groups (all P values < 0.05). Multivariate analysis revealed that CALLY-EBV DNA index serves as an independent prognostic factor for the OS, DMFS, and LRRFS. The prognostic nomograms based on the CALLY-EBV DNA index provided accurate predictions for 1-year, 3-year, and 5-year OS, DMFS, and LRRFS. Additionally, compared to the traditional TNM staging system, the nomograms exhibited enhanced discriminatory power, calibration capability, and clinical applicability. All results were in agreement with the validation cohort. The CALLY-EBV DNA index is an independent prognostic biomarker. The nomogram prediction models, constructed based on the CALLY-EBV DNA index, demonstrates superior predictive performance compared to the traditional TNM staging.
The Canadian Assessment of Physical Literacy (CAPL) is the first comprehensive protocol designed to assess a child's level of physical literacy. Current approaches to analyzing CAPL-2 raw data are tedious, inefficient, and/or can lead to computation errors. In this paper we introduce the capl R package (open source), designed to compute and visualize CAPL-2 scores and interpretations from raw data. The capl package takes advantage of the R environment to provide users with a fast, efficient, and reliable approach to analyzing their CAPL-2 raw data and a "quiet" user experience, whereby "noisy" error messages are suppressed via validation. We begin by discussing several preparatory steps that are required prior to using the capl package. These steps include preparing, formatting, and importing CAPL-2 raw data. We then use demo data to show that computing the CAPL-2 scores and interpretations is as simple as executing one line of code. This one line of code uses the main function in the capl package (get_capl()) to compute 40 variables within a matter of seconds. Next, we showcase the helper functions that are called within the main function to compute individual variables and scores for each test element within the four domains as well as an overall physical literacy score. Finally, we show how to visualize CAPL-2 results using the ggplot2 R package.
The Canadian Association of Radiation Oncology Annual Scientific Meeting Medical Student Research and Mentorship Award was established in 2020 to support medical students pursuing radiation oncology (RO) research and RO as a career. This study is an evaluation of the effect of this national research and mentorship award on medical students, resident mentors, and research supervisors over 3 iterations. Three separate surveys were created for medical student mentees, RO resident mentors, and attending research supervisors. These surveys were developed using best practice strategies for medical education surveys and circulated for peer review among experts in oncology medical education. The surveys were sent to the 52 individuals (18 students, 18 residents, 16 supervisors) who participated in 3 cycles of Canadian Association of Radiation Oncology ASM MSRMA (2020-21, 2021-22, 2022-23). After anonymization, quantitative answers were analyzed using descriptive statistics, and narrative responses were evaluated using a grounded theory approach. There was a 90% survey response rate. For medical student mentees, the award maintained (71%) or increased (24%) interest in pursuing an RO career. Students reported receiving helpful tips for residency applications and insight into RO residency, research, and career planning advice. Only the first student cohort currently has matching results for residency, with approximately 50% matching to RO. All resident mentor respondents felt the program either maintained or increased motivation to mentor students in RO. Research project supervisors unanimously enjoyed their role in this program and would recommend and participate in this program again. A national research and mentorship award for medical students has shown a positive effect on participants. Medical students felt this award program motivated them to continue pursuing oncology research and a potential career in RO. The program also enhanced mentorship skills in residents and research supervisors, which encourages further RO mentorship, teaching, and exposure for future generations of students.
The Canadian Little Developmental Coordination Disorder Questionnaire (Little DCDQ-CA) is a parent-report screening instrument that identifies 3- to 4-year-old children who may be at risk for Developmental Coordination Disorder (DCD). We tested the factor structure and criterion validity of the Little DCDQ-CA in a sample of preschool-aged children in the United States (N = 233). Factor analysis indicated that the DCDQ-CA was best represented by one factor. Using cutoff scores that were proposed by the developer, 45% of the sample was identified as at-risk for DCD. Although a much larger percentage of children was identified as at-risk than would be expected based on the prevalence of formal DCD diagnoses in the population, the Little DCDQ-CA demonstrated good criterion validity. Specifically, compared with their peers, children who exceeded the at-risk criterion demonstrated worse motor competence, executive functioning skills, and early numeracy skills and were rated as having greater ADHD behaviors by their teachers, all consistent with expectations for children who are at risk for DCD. Results are discussed as they relate to future use of the Little DCDQ-CA.
The CardioSwitch-study demonstrated that patients with solid tumors who develop cardiotoxicity on capecitabine or 5-fluorouracil (5-FU) treatment can be safely switched to S-1, an alternative fluoropyrimidine (FP). In light of the European Medicines Agency approval of S-1 in metastatic colorectal cancer (mCRC), this analysis provides more detailed safety and efficacy information, and data regarding metastasectomy and/or local ablative therapy (LAT), on the mCRC patients from the original study. This retrospective cohort study was conducted at 12 European centers. The primary endpoint was recurrence of cardiotoxicity after switch. For this analysis, safety data are reported for 78 mCRC patients from the CardioSwitch cohort (N = 200). Detailed efficacy and outcomes data were available for 66 mCRC patients. Data for the safety of S-1 in mCRC patients were similar to the original CardioSwitch cohort and that expected for FP-based treatment, with no new concerns. Recurrent cardiotoxicity (all grade 1) with S-1-based treatment occurred in 4/78 (5%) mCRC patients; all were able to complete FP treatment. Median progression-free survival from initiation of S-1-based treatment was 9.0 months and median overall survival 26.7 months. Metastasectomy and/or LAT was performed in 33/66 (50%) patients, and S-1 was successfully used in recommended neoadjuvant/conversion or adjuvant-like combination regimens and schedules as for standard FPs. S-1 is a safe and effective FP alternative when mCRC patients are forced to discontinue 5-FU or capecitabine due to cardiotoxicity and can be safely used in the standard recommended regimens, settings, and schedules.
The care of adolescents in reclusion has been a field of work for occupational therapists in different parts of the world. The objective of this study was to describe and analyze Brazilian occupational therapists' practices with adolescents in reclusion. Research conducted in Brazil, identifying 56 professionals, invited to answer a questionnaire (n = 43); participate in discussion groups (n = 9); and interview (n = 4). Professionals reported different visions that guide their practices, including the identification of individual skills and the profession's possibilities for social action. Occupational therapists have specificities to work in these institutions, highlighting the possibilities of acting with a focus on social change. Practices in occupational therapy can lead to social change if focused on social issues. Social occupational therapy offers theoretical and methodological elements that inform the profession. Reflections on the practice carried out, according to a critical perspective, enable a performance in occupational therapy that intends social change.