The Community Primary Care Champions Fellowship: a mixed methods evaluation of an interprofessional fellowship for physician assistants and physicians.

BACKGROUND: Primary care in the US faces challenges with clinician recruitment, retention, and burnout, with further workforce shortages predicted in the next decade. Team-based care can be protective against clinician burnout, and opportunities for interprofessional education (IPE) on professional development and leadership could encourage primary care transformation. Despite an increasingly important role in the primary care workforce, IPE initiatives training physician assistants (PAs) alongside physicians are rare. We describe the design, curriculum, and outcomes from an interprofessional primary care transformation fellowship for community-based primary care physicians and PAs. METHODS: The Community Primary Care Champions (CPCC) Fellowship was a one-year, part-time fellowship which trained nine PAs, fourteen physicians, and a behavioralist with at least two years of post-graduate clinical experience in six content pillars: quality improvement (QI), wellness and burnout, mental health, social determinants of health, medical education, and substance use disorders. The fellowship included a recurring schedule of monthly activities in self-study, lectures, mentoring, and community expert evening discussions. Evaluation of the fellowship included pre, post, and one-year follow-up self-assessments of knowledge, attitudes, and confidence in the six content areas, pre- and post- wellness surveys, lecture and discussion evaluations, and midpoint and exit focus groups. RESULTS: Fellows showed significant improvement in 24 of 28 self-assessment items across all content areas post-fellowship, and in 16 of 18 items one-year post-fellowship. They demonstrated reductions in emotional exhaustion and depersonalization post-fellowship and increased confidence in working in interprofessional teams post-fellowship which persisted on one-year follow-up assessments. All fellows completed QI projects and four presented their work at national conferences. Focus group data showed that fellows experienced collaborative, meaningful professional development that was relevant to their clinical work. They appreciated the flexible format and inclusion of interprofessional community experts in evening discussions. CONCLUSIONS: The CPCC fellowship fostered an interprofessional community of practice that provided an effective IPE experience for physicians and PAs. The learning activities, and particularly the community expert discussions, allowed for a flexible, relevant experience, resulting in personal and professional growth along with increased confidence working within interprofessional teams.

Access to primary health care: perspectives of primary care physicians and community stakeholders.

BACKGROUND: Action on the social determinants of health is important to strengthen primary health care and promote access among underserved populations. We report on findings from stakeholder consultations undertaken at one of the Canadian sites of the Innovative Models Promoting Access-to-Care Transformation (IMPACT) program, as part of the development of a best practice intervention to improve access to primary health care. The overarching objective of this qualitative study was to understand the processes, barriers, and facilitators to connect patients to health enabling community resources (HERs) to inform a patient navigation model situated in primary care. METHODS: Focus groups and interviews were conducted with primary care physicians, and community health and social service providers to understand their experiences in supporting patients in reaching HERs. Current gaps in access to primary health care and the potential of patient navigation were also explored. We applied Levesque et al., (2013) access framework to code the data and four themes emerged: (1) Approachability and Ability to Perceive, (2) Acceptability and Ability to Seek, (3) Availability and Accommodation, and Ability to Reach, and (4) Appropriateness. RESULTS: Determinants of access included patient and provider awareness of HERs, the nature of the patient-provider relationship, funding of HERs, integration of primary and community care services, and continuity of information. Participants' perspectives about the potential scope and role of a patient navigator provided valuable insight for the development of the Access to Resources in the Community (ARC) navigation model and how it could be embedded in a primary care setting. CONCLUSION: Additional consultation with key stakeholders in the health region is needed to gain a broader understanding of the challenges in caring for primary care patients with social barriers and how to support them in accessing community-based primary health care to inform the design of the ARC intervention.

Claims data analysis of provider-to-provider tele-mentoring program impact on opioid prescribing in Missouri.

OBJECTIVE: The objective of this study was to assess opioid prescribing patterns of primary care providers (PCPs) participating in a virtual tele-mentoring program for patients with chronic pain as compared to nonparticipants. DESIGN: We utilized Missouri Medicaid claims from 2013 to 2021 to compare opioid prescription dosages and daily supply of opioids prescribed by PCPs. Participants and nonparticipants were matched using propensity score matching. SETTING: Missouri Medicaid data were received through partnership with the Center for Health Policy's MO HealthNet Data Project, the state's leading provider of Medicaid data. PARTICIPANTS: Missouri-based prescribers. INTERVENTION: Show-Me Project Extension for Community Healthcare Outcomes (ECHO), an evidence-based provider-to-provider telehealth intervention that connects PCPs with a team of specialists. MAIN OUTCOME MEASURES: We compared the rate of prescription opioid >50 morphine milligram equivalents (MMEs), mean MMEs/day, and mean number of daily supply to understand the impact of the ECHO model on providers' opioid prescribing. RESULTS: Patients treated by ECHO providers have 33 percent lower odds of being prescribed opioid dose >50 MME/day (p < 0.001) compared to non-ECHO providers. There is also a 14 percent reduction in the average opioid dose prescribed to patients of ECHO providers (p < 0.001). We observed a 3 percent (p < 0.001) reduction in average daily supply of opioids among patients of ECHO providers compared to the comparison group. CONCLUSIONS: Pain Management ECHO supports PCPs with needed education and skills to provide specialty care in the management of pain conditions and safe prescribing of opioid medications.

Assessment and management of chronic insomnia disorder: an algorithm for primary care physicians.

BACKGROUND: Primary care physicians often lack resources and training to correctly diagnose and manage chronic insomnia disorder. Tools supporting chronic insomnia diagnosis and management could fill this critical gap. A survey was conducted to understand insomnia disorder diagnosis and treatment practices among primary care physicians, and to evaluate a diagnosis and treatment algorithm on its use, to identify ways to optimize it specifically for these providers. METHODS: A panel of experts developed an algorithm for diagnosing and treating chronic insomnia disorder, based on current guidelines and experience in clinical practice. An online survey was conducted with primary care physicians from France, Germany, Italy, Spain, and the United Kingdom, who treat chronic insomnia patients, between January and February 2023. A sub-sample of participants provided open-ended feedback on the algorithm and gave suggestions for improvements. RESULTS: Overall, 106 primary care physicians completed the survey. Half (52%, 55/106) reported they did not regularly screen for insomnia and half (51%, 54/106) felt they did not have enough time to address patients' needs in relation to insomnia or trouble sleeping. The majority (87%,92/106) agreed the algorithm would help diagnose chronic insomnia patients and 82% (87/106) agreed the algorithm would help improve their clinical practice in relation to managing chronic insomnia. Suggestions for improvements were making the algorithm easier to read and use. CONCLUSION: The algorithm developed for, and tested by, primary care physicians to diagnose and treat chronic insomnia disorder may offer significant benefits to providers and their patients through ensuring standardization of insomnia diagnosis and management.

Disparities in Access to a Regular Primary Care Physician Among First-Generation Migrants with Early Psychosis in Ontario, Canada.

Disparities in primary care utilization among migrants with early psychosis may be related to lack of access to a regular primary care physician. This study aimed to investigate access to a regular primary care physician among first-generation migrants with early psychosis. People aged 14-35 years with first onset non-affective psychotic disorder in Ontario, Canada were identified in health administrative data (N = 39,440). Access to a regular primary care physician through enrollment in the year prior to diagnosis was compared between first-generation migrants (categorized by country of birth) and the general population using modified Poisson regression. Most migrant groups had a lower prevalence of regular primary care physician access relative to the general population, particularly migrants from Africa (African migrants: 81% vs. non-migrants: 89%). Adjustment for sociodemographic and clinical factors attenuated these differences, although the disparities for migrants from Africa remained (PR = 0.96, 95%CI = 0.94-0.99). Interventions aimed at improving primary care physician access in migrant groups may facilitate help-seeking and improve pathways to care in early psychosis.

Effect of Health Service Area on Primary Care Physician Provision of Low-Value Cancer Screening.

BACKGROUND: Using a health systems approach to investigate low-value care (LVC) may provide insights into structural drivers of this pervasive problem. OBJECTIVE: To evaluate the influence of service area practice patterns on low-value mammography and prostate-specific antigen (PSA) testing. DESIGN: Retrospective study analyzing LVC rates between 2008 and 2018, leveraging physician relocation in 3-year intervals of matched physician and patient groups. SETTING: U.S. Medicare claims data. PARTICIPANTS: 8254 physicians and 56 467 patients aged 75 years or older. MEASUREMENTS: LVC rates for physicians staying in their original service area and those relocating to new areas. RESULTS: Physicians relocating from higher-LVC areas to low-LVC areas were more likely to provide lower rates of LVC. For mammography, physicians staying in high-LVC areas (LVC rate, 10.1% [95% CI, 8.8% to 12.2%]) or medium-LVC areas (LVC rate, 10.3% [CI, 9.0% to 12.4%]) provided LVC at a higher rate than physicians relocating from those areas to low-LVC areas (LVC rates, 6.0% [CI, 4.4% to 7.5%] [difference, -4.1 percentage points {CI, -6.7 to -2.3 percentage points}] and 5.9% [CI, 4.6% to 7.8%] [difference, -4.4 percentage points {CI, -6.7 to -2.4 percentage points}], respectively). For PSA testing, physicians staying in high- or moderate-LVC service areas provided LVC at a rate of 17.5% (CI, 14.9% to 20.7%) or 10.6% (CI, 9.6% to 13.2%), respectively, compared with those relocating from those areas to low-LVC areas (LVC rates, 9.9% [CI, 7.5% to 13.2%] [difference, -7.6 percentage points {CI, -10.9 to -3.8 percentage points}] and 6.2% [CI, 3.5% to 9.8%] [difference, -4.4 percentage points {CI, -7.6 to -2.2 percentage points}], respectively). Physicians relocating from lower- to higher-LVC service areas were not more likely to provide LVC at a higher rate. LIMITATION: Use of retrospective observational data, possible unmeasured confounding, and potential for relocating physicians to practice differently from those who stay. CONCLUSION: Physicians relocating to service areas with lower rates of LVC provided less LVC than physicians who stayed in areas with higher rates of LVC. Systemic structures may contribute to LVC. Understanding which factors are contributing may present opportunities for policy and interventions to broadly improve care. PRIMARY FUNDING SOURCE: National Cancer Institute of the National Institutes of Health.

Effects of task shifting from primary care physicians to nurses: a protocol for an overview of systematic reviews.

INTRODUCTION: Task-shifting from primary care physicians (PCPs) to nurses is one option to better and more efficiently meet the needs of the population in primary care and to overcome PCP shortages. This protocol outlines an overview of systematic reviews to assess the effects of delegation or substitution by nurses of PCPs' activities regarding clinical, patient-relevant, professional and health services-related outcomes. METHODS AND ANALYSIS: We will conduct a systematic literature search for secondary literature in PubMed/MEDLINE, EMBASE, CINAHL and Cochrane databases. Systematic reviews, meta-analyses and Health Technology Assessments in German and English comprising randomised controlled trials and prospective controlled trials will be considered for inclusion. Search terms will include Medical Subject Headings combined with free text words. At least one-third of abstracts and full-text articles are reviewed by two independent reviewers. Methodological quality will be assessed using the Overview Quality Assessment Questionnaire. We will only consider reviews if they include controlled trials, if the profession that substituted or delegated tasks was a nurse, if the profession of the control was a PCP, if the assessed intervention was the same in the intervention and control group and if the Overview Quality Assessment Questionnaire score is ≥5. The corrected covered area will be calculated to describe the degree of overlap of studies in the reviews included in the study. We will report the overview according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses. ETHICS AND DISSEMINATION: The overview of secondary literature does not require the approval of an Ethics Committee and will be published in a peer-reviewed journal. PROSPERO REGISTRATION NUMBER: CRD42020183327.

Primary Care Physician Network Overlap Between Medicaid and the Patient Protection and Affordable Care Act Marketplace.

This cross-sectional study quantifies Medicaid and the Patient Protection and Affordable Care Act (ACA) Marketplace overlap among primary care physicians.

Promotion of Physical Activity by Québec Primary Care Physicians: What Has Changed in the Last Decade?

OBJECTIVE: This study aimed to assess the changes in the frequency of physical activity (PA) counseling and in the predictors of primary care PA promotion in Québec primary care physicians (PCPs) between 2010 and 2020. METHODS: In 2010, we conducted a survey among Québec PCPs. Questions included: frequency of promoting PA to patients, perceived barriers, needs to improve PA promotion practice, frequency of PCPs' PA practice, and sociodemographic information. In 2020, we took over the 2010 questionnaire to document the evolution of the PA promotion practice. RESULTS: The proportion of PCPs discussing PA with their patients significantly increased (P < .05) in 2020 for the following health conditions: depression, low back pain, chronic obstructive pulmonary disease, and cancer; it declined (P < .05) for overweight patients, those with metabolic syndrome, and in primary prevention. Collaboration with PA professionals was the major need identified, and it increased in 2020. PCPs' own practice of PA was a predictor of PA promotion in 2010 (odds ratio = 6.679; P < .001) and in 2020 (odds ratio = 6.679; P < .001). In both 2010 and in 2020, older or more experienced PCPs were more likely to discuss PA with their patients without diagnosed diseases than younger ones or those with less experience. CONCLUSIONS: Over the last 10 years, there has been a significant increase in PCPs promoting PA in Québec; however, it has been mainly oriented toward secondary prevention. It is concerning that PA counseling in primary prevention has declined, notably among younger PCPs. The stronger claim for closer collaboration with kinesiologists suggests that PCPs are in favor of an interprofessional strategy, namely collaboration with PA specialists.

Racial, ethnic, and rural disparities in distance to physicians among decedents with Alzheimer's disease and related dementias in Washington State.

INTRODUCTION: Distance to physicians may explain some of the disparities in Alzheimer's disease and related dementia (AD/ADRD) outcomes. METHODS: We generated round trip distance between residences of decedents with AD/ADRD and the nearest neurologist and primary care physician in Washington State. RESULTS: The overall mean distance to the nearest neurologist and primary care physician was 17 and 4 miles, respectively. Non-Hispanic American Indian and/or Alaska Native and Hispanic decedents would have had to travel 1.12 and 1.07 times farther, respectively, to reach the nearest neurologist compared to non-Hispanic White people. Decedents in micropolitan, small town, and rural areas would have had to travel 2.12 to 4.01 times farther to reach the nearest neurologist and 1.14 to 3.32 times farther to reach the nearest primary care physician than those in metropolitan areas. DISCUSSION: These results underscore the critical need to identify strategies to improve access to specialists and primary care physicians to improve AD/ADRD outcomes. HIGHLIGHTS: Distance to neurologists and primary care physicians among decedents with AD/ADRD American Indian and/or Alaska Native decedents lived further away from neurologists Hispanic decedents lived further away from neurologists Non-metropolitan decedents lived further away from neurologists and primary care Decrease distance to physicians to improve dementia outcomes.

Primary Care Physicians In Medicare Advantage Were Less Costly, Provided Similar Quality Versus Regional Average.

The use of many services is lower in Medicare Advantage (MA) compared with traditional Medicare, generating cost savings for insurers, whereas the quality of ambulatory services is higher. This study examined the role of selective contracting with providers in achieving these outcomes, focusing on primary care physicians. Assessing primary care physician costliness based on the gap between observed and predicted costs for their traditional Medicare patients, we found that the average primary care physician in MA networks was $433 less costly per patient (2.9 percent of baseline) compared with the regional mean, with less costly primary care physicians included in more networks than more costly ones. Favorable selection of patients by MA primary care physicians contributed partially to this result. The quality measures of MA primary care physicians were similar to the regional mean. In contrast, primary care physicians excluded from all MA networks were $1,617 (13.8 percent) costlier than the regional mean, with lower quality. Primary care physicians in narrow networks were $212 (1.4 percent) less costly than those in wide networks, but their quality was slightly lower. These findings highlight the potential role of selective contracting in reducing costs in the MA program.

Primary care doctors retirements in the context of an ageing population in Italy.

Background: Ongoing shortages in primary care doctors/primary care paediatricians and increasing healthcare needs due to ageing of the population represent a great challenge for healthcare providers, managers, and policymakers. To support planning of primary healthcare resource allocation we analyzed the geographic distribution of primary care doctors/primary care paediatricians across Italian regions, accounting for area-specific number and age of the population. Additionally, we estimated the number of primary care doctors/primary care paediatricians expected to retire over the next 25 years, with a focus on the next five years. Study design: Ecological study. Methods: We gathered the list of Italian general practitioners and primary care paediatricians and combined them with the data from the National Federation of Medical Doctors, Surgeons and Dentists. Using data from the National Institutes of Statistics, we calculated the average number of patients per doctor for each region using the number of residents above and under 14 years of age for general practitioners and primary care paediatricians respectively. We also calculated the number of residents over-65 and over-75 years of age per general practitioner, as elderly patients typically have higher healthcare needs. Results: On average the number of patients per general practitioner was 1,447 (SD: 190), while for paediatricians it was 1,139 (SD: 241), with six regions above the threshold of 1,500 patients per general practitioner and only one region under the threshold of 880 patients per paediatrician. We estimated that on average 2,228 general practitioners and 444 paediatricians are going to retire each year for the next five years, reaching more than 70% among the current workforce for some southern regions. The number of elderly patients per general practitioner varies substantially between regions, with two regions having >15% more patients aged over 65 years compared to the expected number. Conclusions: over 65 years compared to the expected number. Conclusions. The study highlighted that some regions do not currently have the required primary care workforce, and the expec-ted retirements and the ageing of the population will exacerbate the pressure on the already over-stretched healthcare services. A response from healthcare administrations and policymakers is urgently required to allow equitable access to quality primary care across the country.

An Analysis of Trainee Status of the Primary Care Physician and Ambulatory Care Outcomes.

PURPOSE: Prior studies report disparities in outcomes for patients cared for by trainees versus faculty physicians at academic medical centers. This study examined the effect of having a trainee as the primary care physician versus a faculty member on routine population health outcomes after adjusting for differences in social determinants of health and primary care retention. METHOD: This cohort study assessed 38,404 patients receiving primary care at an academic hospital-affiliated practice by 60 faculty and 110 internal medicine trainees during academic year 2019. The effect of primary care practitioner trainee status on routine ambulatory care metrics was modeled using log-binomial regression with generalized estimating equation methods to account for physician-level clustering. Risk estimates before and after adjusting for social determinants of health and loss to follow-up are presented. RESULTS: Trainee and faculty cohorts had similar distributions of acute illness burden; however, patients in the trainee cohort were significantly more likely to identify as a race other than White (2,476 [52.6%] vs 14,785 [38.5%], P < .001), live in a zip code associated with poverty (1,688 [35.9%] vs 9,122 [23.8%], P < .001), use public health insurance (1,021 [21.7%] vs 6,108 [15.9%], P < .001), and have limited English proficiency (1,415 [30.1%] vs 5,203 [13.6%], P < .001). In adjusted analyses, trainee status of primary care physician was not associated with lack of breast cancer screening but was associated with missed opportunities to screen for colorectal cancer (relative risk [RR], 0.77; 95% confidence interval [CI], 0.68-0.88), control type 2 diabetes mellitus (RR, 0.78; 95% CI, 0.64-0.94), and control hypertension (RR, 0.80; 95% CI, 0.69-0.94). CONCLUSIONS: Primary care physician trainee status was associated with poorer quality of care in the ambulatory setting after adjusting for differences in socioeconomic factors and loss to follow-up, highlighting a potential ambulatory training gap.

Enhancing availability of services to control hypertension through a team-based care approach that includes pharmacists.

BACKGROUND: Primary care physician (PCP) shortages are expected to increase. The Michigan Medicine Hypertension Pharmacists' Program uses a team-based care (TBC) approach to redistribute some patient care responsibilities from PCPs to pharmacists for patients with diagnosed hypertension. OBJECTIVE: This evaluation analyzed whether the Michigan Medicine Hypertension Pharmacists' Program increased the availability of hypertension management services and described facilitators that addressed barriers to program sustainability and replicability. METHODS: We conducted a retrospective observational study that used a mixed methods approach. We examined the availability of hypertension management services using the number of pharmacists' referrals of patients to other services and the number of PCP appointments. We analyzed qualitative interviews with program staff and site-level quantitative data to examine the program's impact on the availability of services, the impact of TBC that engaged pharmacists, and program barriers and facilitators. RESULTS: Patients who visited a pharmacist had fewer PCP visits over 3- and 6-month periods compared to a matched comparison group that did not see a pharmacist and were 1.35 times more likely to receive a referral to a specialist within a 3-month period. Support from leaders and physicians, shared electronic health record access, and financial backing emerged as leading factors for program sustainability and replicability. CONCLUSION: Adding pharmacists to the care team reduced the number of PCP appointments per patient while increasing the availability of hypertension management services; this may in turn improve PCPs' availability. Similar models may be sustainable and replicable by relying on organizational buy-in, accessible infrastructure, and financing.

Knowledge and Behavior of Primary Care Physicians Regarding Utilization of Standardized Tools in Screening and Assessment of Anxiety, Depression, and Mood Disorders at a Large Integrated Health System.

INTRODUCTION: Standardized screening, objective evaluation, and management of behavioral health conditions are major challenges in primary care. The Generalized Anxiety Disorder Scale (GAD-7), Patient Health Questionnaire (PHQ-9), and Mood Disorder Questionnaire (MDQ) provide standardized screening and symptom management tools for generalized anxiety disorder (GAD), major depressive disorder (MDD), and Mood Disorders (MD), respectively. This study explores family physicians' knowledge, attitudes, and practices regarding the utilization of GAD-7, PHQ-9, and MDQ in outpatient primary care offices. METHODS: The study method was a cross-sectional electronic and paper survey utilizing a self-administered questionnaire that assessed primary care physicians' demographics, knowledge, attitudes, and practices in rural and urban outpatient clinical settings regarding GAD-7, PHQ-9, and MDQ. Statistical software SAS 9.4 was used for descriptive and Chi-Square statistics. RESULTS: Out of 320 total participants,145 responded (45.3%). Responding family physicians demonstrated a high level of familiarity with the GAD-7 (97.9%), PHQ-9 (97.9%), and MDQ (81.3%) assessment tools. However, the reported utilization rates were relatively lower than knowledge, with 62.7%, 73.1%, and 31.9% extremely likely or likely to utilize the GAD-7, PHQ-9, and MDQ as screening and monitoring tools, respectively. Less than a quarter of the total respondents use the objective score for the future management of GAD, with significantly more residents utilizing the score for GAD-7 compared to attendings (P < .05). There was no statistical significance difference between residents and attendings for the objective evaluation of Major Depressive Disorder (P = .26) and Mood Disorders (P = .05). CONCLUSIONS: Despite being knowledgeable of the utility of GAD-7, PHQ-9, and MDQ, the primary care physicians in a large integrated health system in Central Pennsylvania and Northern Maryland report inconsistent utilization in their practice. Further studies are needed to determine the underlying factors contributing to the suboptimal usage of these screening tools and ways to increase it.

Perspectives of primary care physicians on academic detailing for antimicrobial stewardship: feasibility and impact assessment.

OBJECTIVE: To understand primary care physicians' perspectives on academic detailing from an antimicrobial stewardship team to combat antibiotic overuse for upper respiratory infections and bronchitis in the COVID-19 era, which will help prevent avoidable outpatient visits. METHODS: In this prospective study, 14 female Croatian physicians completed standardized qualitative interviews using a semi-structured guide. The data were analyzed using inductive methodology based on reflexive thematic analysis. We used a theoretically informed approach based on a conceptual framework of healthcare intervention implementability focused on three domains: acceptability, fidelity, and feasibility. RESULTS: We identified six key themes highlighting barriers to changing prescribing practices, with patient pressure and specialist recommendations having an impact on the effectiveness of academic detailing. Despite challenges, primary care physicians described appreciation of direct interaction with evidence-based practices and reported usefulness, effectiveness, and further need for academic detailing. CONCLUSION: This study highlights the complex dynamics involved in implementing healthcare interventions and provides valuable insights for enhancing strategies directed at improving antibiotic prescribing practices. Specifically, our findings emphasize factors influencing behavior changes in physicians' antibiotic prescribing. The authors advocate for a collaborative approach involving community and hospital-based professionals to provide tailored guidance and address questions, ultimately improving prescribing practices.

RECAP-KG: Mining Knowledge Graphs from Raw Primary Care Physician Notes for Remote COVID-19 Assessment in Primary Care.

Building Clinical Decision Support Systems, whether from regression models or machine learning requires clinical data either in standard terminology or as text for Natural Language Processing (NLP). Unfortunately, many clinical notes are written quickly during the consultation and contain many abbreviations, typographical errors, and a lack of grammar and punctuation Processing these highly unstructured clinical notes is an open challenge for NLP that we address in this paper. We present RECAP-KG - a knowledge graph construction frame workfrom primary care clinical notes. Our framework extracts structured knowledge graphs from the clinical record by utilising the SNOMED-CT ontology both the entire finding hierarchy and a COVID-relevant curated subset. We apply our framework to consultation notes in the UK COVID-19 Clinical Assessment Service (CCAS) dataset and provide a quantitative evaluation of our framework demonstrating that our approach has better accuracy than traditional NLP methods when answering questions about patients.

A retomada do Programa Mais Médicos em 2023 / La reanudación del Programa Mais Médicos en 2023 / The resumption of the Mais Médicos Program in 2023

RESUMO: Os vazios assistenciais e a demanda por médicos no Sistema Único de Saúde são problemas crônicos, principalmente nas regiões mais vulneráveis do Norte e Nordeste e em áreas periféricas de centros urbanos. Frente a essa necessidade, o governo federal está recompondo o Programa Mais Médicos para o Brasil, por meio dos ministérios da Saúde, da Educação e da Fazenda. Os principais eixos do programa são a provisão de médicos na Atenção Primária em Saúde e a formação desses profissionais, nessa versão associados à especialização e mestrado profissional, tendo como referência a concepção de Atenção Primária à Saúde integral. Nesta nota de conjuntura, trazemos informações sobre a trajetória oficial deste movimento de retomada, recuperando brevemente características e avanços proporcionados por essa política - instituída primeiramente em 2013 - e apresentando peculiaridades da versão atual, proposta pewla medida provisória n. 1.165, de 20 de março de 2023, convertida em lei (n. 14.621/2023) e sancionada em julho deste ano.

RESUMEN: Las brechas de asistencia y la demanda de médicos en el Sistema Único de Salud son problemas crónicos, especialmente en las regiones más vulnerables del Norte y del Noreste y en las zonas periféricas de los centros urbanos. Ante esta necesidad, el gobierno federal está recomponiendo el Programa Mais Médicos para Brasil, a través de los ministerios de Salud, Educación y Hacienda. Los principales ejes del programa son la provisión de médicos en Atención Primaria de Salud y la formación de estos profesionales, en esta versión asociada a la especialización y maestría profesional, con referencia al concepto de atención primaria para la salud integral. En esta nota de coyuntura, traemos información sobre la trayectoria oficial de este movimiento de reanudación, recuperando brevemente las características y los avances proporcionados por esta política - establecida por primera vez en 2013 - y presentando las peculiaridades de la versión actual, propuesta por la medida provisional n. 1.165, del 20 de marzo de 2023, convertida en ley (n. 14.621/2023) y sancionado en julio de este año.

ABSTRACT: Healthcare gaps and the demand for physicians in the Brazilian Health System are chronic problems, especially in the most vulnerable regions of the North and Northeast and in peripheral areas of urban centers. In view of this need, the federal government is recomposing the Mais Médicos Program for Brazil, through the ministries of Health, Education and Finance. The main axes of the program are the provision of doctors in Primary Health Care and the training of these professionals, in this version associated with specialization and professional master's, with reference to the concept of primary care for integral health. In this note of conjuncture, we bring information about the official trajectory of this recovery movement, briefly recovering characteristics and advances provided by this policy - first established in 2013 - and presenting peculiarities of the current version, proposed by provisional measure n. 1.165, of March 20th, 2023, converted into law (n. 14.621/2023) and sanctioned in July of this year.

Effect of More Doctors (Mais Médicos) Program on geographic distribution of primary care physicians / Efeito do Programa Mais Médicos na distribuição geográfica dos médicos na atenção básica

Abstract This study assesses the effect of More Doctors Program (Programa Mais Médicos - PMM) on the equality in the distribution of primary care physicians (PCPs) in Brazil. Spatial data analysis, Lorenz curve and Gini coefficient were used to evaluate the geographic distribution of PCPs before and after the implementation of PMM (2012 and 2016). Data from 5,564 municipalities were used in the analyses. The results indicate that the distribution of PCPs has become more equal after PMM implementation. Between 2012 and 2016, overall Gini coefficient decreased by 11% from 0.255 to 0.227. At the state level, a statistically significant trend towards a more equal distribution of PCPs was found in 21 out of 26 Brazilian states. However, there still remains a substantial difference in the level of equality in PCP distribution, especially across states, with Gini coefficient ranging from 0.093 to 0.341 in 2016.

Resumo Este artigo avalia o efeito do Programa Mais Médicos (PMM) na distribuição de médicos na atenção básica no Brasil. As técnicas de análise de dados espaciais, curva de Lorenz e coeficiente de Gini foram empregadas para avaliar a distribuição geográfica dos médicos antes e após a implementação do PMM (2012 e 2016). Para tanto, foram utilizados dados secundários de 5.564 municípios. Os resultados indicaram que a distribuição de médicos se tornou mais igualitária após a implementação do PMM. Entre 2012 e 2016, o coeficiente geral de Gini diminuiu 11%, passando de 0,255 para 0,227. No âmbito estadual, uma tendência estatisticamente significativa em direção a uma distribuição mais igualitária de médicos foi encontrada em 21 estados brasileiros. No entanto, ainda persiste uma diferença substancial na distribuição de médicos na atenção básica, especialmente entre os estados, com o coeficiente de Gini variando de 0,093 a 0,341 em 2016.

Pandemia: vivências de médicos da atenção primária à saúde e de mestrandos em Saúde da Família / Pandemic: experiences of primary health care doctors and master's degree students in family health

Resumo: Introdução: A Covid-19 trouxe uma série de desafios para o Sistema Único de Saúde. Na atenção primária à saúde (APS), tais desafios se somam aos já existentes. Objetivo: Este estudo teve como objetivo analisar a vivência de enfrentamento da pandemia de Covid-19 entre médicos do Programa Mais Médicos Brasil, mestrandos em Saúde da Família e atuantes na APS. Método: Trata-se de estudo qualitativo envolvendo oito médicos da APS de Alagoas que cursam o Mestrado Profissional em Saúde da Família (PROFSAÚDE). Foram elaboradas cinco questões, cujas respostas foram analisadas com base na teoria de Análise de Conteúdo. Resultado: Observaram-se três categorias e quatro subcategorias: categoria 1 - "Processo de estudo e de trabalho" (subcategoria 1.1 - "Características do PROFSAÚDE" - e subcategoria 1.2 - "Estratégias pessoais desenvolvidas"), categoria 2 - "Desafios no gerenciamento da vida" (subcategoria 2.1 - "Mudanças no cotidiano" - e subcategoria 2.2 - "Impacto nas emoções") e categoria 3 - "Crescimento pessoal e profissional". Conclusão: Em tempos de pandemia, os profissionais médicos vivenciam situações complexas e dinâmicas em razão de um duplo e acumulativo processo - o trabalho na APS e a condição de mestrando. Apesar de todas as dificuldades enfrentadas, o mestrado possibilitou o aprimoramento das habilidades em lidar com situações críticas.

Abstract: Introduction: COVID-19 has brought numerous challenges for the Health System in Brazil. In Primary Health Care, these challenges add to those that already exist. Objective: To analyze the experience of facing the COVID-19 pandemic among doctors of the Mais Médicos Brasil Program and master's degree students in Family Health and those working in Primary Health Care. Methods: Qualitative study involving eight doctors from Primary Health Care in Alagoas who are also studying the professional master's degree in Family Health (PROFSAÚDE). Five questions were developed, the answers to which were analyzed based on Content Analysis theory. Results: Three categories and four subcategories were observed: Category 1 - Study and work process (Subcategory 1.1- Characteristics of PROFSAÚDE; Subcategory 1.2 - Personal strategies developed); Category 2 - Challenges in Life Management (Subcategory 2.1 - Changes in daily life; Subcategory 2.2 - Impact on emotions) and Category 3 - Personal and Professional Growth. Conclusion: During the pandemic, medical professionals experience complex and dynamic situations due to a dual and cumulative process - working in PHC and studying for their master's degree. Despite all the difficulties faced, the master's degree allowed them to improve skills in dealing with critical situations.