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The exponential growth of artificial intelligence (AI) in the last two decades has been recognized by many as an opportunity to improve the quality of patient care. However, medical education systems have been slow to adapt to the age of AI, resulting in a paucity of AI-specific education in medical schools. The purpose of this systematic review is to evaluate the current evidence-based recommendations for the inclusion of an AI education curriculum in undergraduate medicine. Six databases were searched from inception to April 23, 2022 for cross sectional and cohort studies of fair quality or higher on the Newcastle-Ottawa scale, systematic, scoping, and integrative reviews, randomized controlled trials, and Delphi studies about AI education in undergraduate medical programs. The search yielded 991 results, of which 27 met all the criteria and seven more were included using reference mining. Despite the limitations of a high degree of heterogeneity among the study types and a lack of follow-up studies evaluating the impacts of current AI strategies, a thematic analysis of the key AI principles identified six themes needed for a successful implementation of AI in medical school curricula. These themes include ethics, theory and application, communication, collaboration, quality improvement, and perception and attitude. The themes of ethics, theory and application, and communication were further divided into subthemes, including patient-centric and data-centric ethics; knowledge for practice and knowledge for communication; and communication for clinical decision-making, communication for implementation, and communication for knowledge dissemination. Based on the survey studies, medical professionals and students, who generally have a low baseline knowledge of AI, have been strong supporters of adding formal AI education into medical curricula, suggesting more research needs to be done to push this agenda forward.
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Background: The CanMEDS physician competency framework will be updated in 2025. The revision occurs during a time of disruption and transformation to society, healthcare, and medical education caused by the COVID-19 pandemic and growing acknowledgement of the impacts of colonialism, systemic discrimination, climate change, and emerging technologies on healthcare and training. To inform this revision, we sought to identify emerging concepts in the literature related to physician competencies. Methods: Emerging concepts were defined as ideas discussed in the literature related to the roles and competencies of physicians that are absent or underrepresented in the 2015 CanMEDS framework. We conducted a literature scan, title and abstract review, and thematic analysis to identify emerging concepts. Metadata for all articles published in five medical education journals between October 1, 2018 and October 1, 2021 were extracted. Fifteen authors performed a title and abstract review to identify and label underrepresented concepts. Two authors thematically analyzed the results to identify emerging concepts. A member check was conducted. Results: 1017 of 4973 (20.5%) of the included articles discussed an emerging concept. The thematic analysis identified ten themes: Equity, Diversity, Inclusion, and Social Justice; Anti-racism; Physician Humanism; Data-Informed Medicine; Complex Adaptive Systems; Clinical Learning Environment; Virtual Care; Clinical Reasoning; Adaptive Expertise; and Planetary Health. All themes were endorsed by the authorship team as emerging concepts. Conclusion: This literature scan identified ten emerging concepts to inform the 2025 revision of the CanMEDS physician competency framework. Open publication of this work will promote greater transparency in the revision process and support an ongoing dialogue on physician competence. Writing groups have been recruited to elaborate on each of the emerging concepts and how they could be further incorporated into CanMEDS 2025.
Contexte: Le référentiel de compétences CanMEDS pour les médecins sera mis à jour en 2025. Cette révision arrive à un moment où la société, les soins de santé et l'enseignement médical sont bouleversés et en pleine mutation à cause de la pandémie de la COVID-19. On est aussi à l'heure où l'on reconnaît de plus en plus les effets du colonialisme, de la discrimination systémique, des changements climatiques et des nouvelles technologies sur les soins de santé et la formation des médecins. Pour effectuer cette révision, nous avons avons extrait de la littérature scientifique les concepts émergents se rapportant aux compétences des médecins. Méthodes: Les concepts émergents ont été définis comme des idées ayant trait aux rôles et aux compétences des médecins qui sont débattues dans la littérature, mais qui sont absentes ou sous-représentées dans le cadre CanMEDS 2015. Nous avons réalisé une recherche documentaire, un examen des titres et des résumés, et une analyse thématique pour repérer les concepts émergents. Les métadonnées de tous les articles publiés dans cinq revues d'éducation médicale entre le 1er octobre 2018 et le 1er octobre 2021 ont été extraites. Quinze auteurs ont effectué un examen des titres et des résumés pour relever et étiqueter les concepts sous-représentés. Deux auteurs ont procédé à une analyse thématique des résultats pour dégager les concepts émergents. Une vérification a été faite par les membres de l'équipe. Résultats: Parmi les 4973 articles dépouillés, 1017 (20,5 %) abordaient un concept émergent. Les dix thèmes suivants sont ressortis de l'analyse thématique: l'équité, la diversité, l'inclusion et la justice sociale; l'antiracisme; l'humanité du médecin; la médecine fondée sur les données; les systèmes adaptatifs complexes; l'environnement de l'apprentissage clinique; les soins virtuels; le raisonnement clinique; l'expertise adaptative; et la santé planétaire. L'ensemble de ces thèmes ont été approuvés comme concepts émergents par l'équipe de rédaction. Conclusion: Cet examen de la littérature a permis de relever dix concepts émergents qui peuvent servir à éclairer la révision du référentiel de compétences CanMEDS pour les médecins qui aura lieu en 2025. La publication en libre accès de ce travail favorisera la transparence du processus de révision et le dialogue continu sur les compétences des médecins. Des groupes de rédaction ont été recrutés pour développer chacun des concepts émergents et pour examiner la façon dont ils pourraient être intégrés dans la version du référentiel CanMEDS de 2025.
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COVID-19 , Education, Medical , Physicians , Humans , Pandemics , Clinical Competence , Education, Medical/methodsABSTRACT
The "Teddy Bear Hospital Project" (TBHP) is a low cost, international initiative aimed at reducing children's fears associated with healthcare visits by modelling these interactions using teddy bears. The University of Ottawa program had the additional objective of assessing whether TBHP increased pre-clerkship medical students' comfort communicating medical concepts to children. Our student volunteers reported a statistically significant increase in their comfort communicating medical topics to young children and all volunteers would recommend TBHP to a colleague interested in pursuing family medicine or pediatrics. Our program could also be easily replicated by Pediatric Interest Groups at other Canadian medical schools.
Le «Teddy Bear Hospital Project¼ (TBHP) est une initiative internationale à faible coût visant à apaiser les craintes des enfants liées aux visites médicales en modélisant ces interactions à l'aide d'ourson en peluche. Le programme de l'Université d'Ottawa avait pour objectif supplémentaire de déterminer si le TBHP permettait aux étudiants du pré-externat de communiquer plus facilement des concepts médicaux aux enfants. Nos étudiants bénévoles ont signalé une augmentation statistiquement significative de leur aisance à communiquer des notions médicales à de jeunes enfants et tous les bénévoles recommanderaient le TBHP à des collègues intéressés par la médecine familiale ou la pédiatrie. Notre programme peut être facilement reproduit par les groupes d'intérêt en pédiatrie d'autres facultés de médecine au Canada.
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BACKGROUND: Appropriate combinations of lactic acid bacteria (LAB) strains should be selected to optimize the ensiling process, and the additives should be adjusted to the ensiled forage crops. The aim of this study was to determine the effect of inoculation with three Lactobacillus species on the chemical parameters and microbiological quality (beneficial and harmful microbiota) of grass silage. RESULTS: Three species: L. paracasei (LPa), L. brevis (LB) and L. plantarum (LPl), isolated from sugar beet silage and characterized based on 16S rDNA sequences and biochemical parameters, were analyzed in the study. Single strains and their combinations were used as silage inoculants. The basic chemical and microbiological (qPCR) parameters of silages were determined. Based on the results of agglomerative hierarchical clustering (AHC) and principal component analysis (PCA) it was determined that silages inoculated with single LAB strains and LPa + LB and commercial additive (0+) were the best quality ones, particularly with regard to microbiological parameters and they effectively lowered the pH value. A consortium of three Lactobacillus species had no influence on silage quality, whereas LPa + LB and LPl + LB combinations as well as a commercial additive exerted positive effects. Inoculation inhibited the growth of toxin-producing fungi. CONCLUSION: Only the appropriate LAB composition can improve the quality of the ensiled material (antagonistic relationship). Only the LPa + LB combination was able to improve the value of low dry silage; nevertheless, almost all combinations were able to reduced concentrations of toxin-producing fungi. © 2019 Society of Chemical Industry.
Subject(s)
Animal Feed/microbiology , Lactobacillus/metabolism , Poaceae/microbiology , Silage/microbiology , Animal Feed/analysis , Beta vulgaris/microbiology , Fermentation , Food Additives/analysis , Fungi/genetics , Fungi/growth & development , Fungi/isolation & purification , Poaceae/chemistry , Silage/analysisABSTRACT
BACKGROUND: Educators need to ensure trainees have access to the rotation orientation information they need in the most effective way possible. We wanted to find the best method to distribute this information. METHODS: We provided post-graduate medical trainees rotating through the Pediatric Emergency Medicine program at the Children's Hospital of Eastern Ontario in Ottawa, Canada, the regular rotation information package three ways: email, online, and paper. We surveyed them to find out which method(s) they used and which they found most useful. RESULTS: All trainees were able to access the electronic orientation package via email and most found this method useful. Most also found the paper package distributed at the orientation helpful. Few accessed the online wiki site. CONCLUSION: Using email is efficient and effective and can save both the time and cost of producing paper packages. The wiki site was not used frequently in our cohort, but may be worth future exploration.
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BACKGROUND: The pediatric reproductive organs are optimally imaged with a full bladder. The filling of the bladder, however, often leads to significant delay in diagnosis and can subject the patient to invasive bladder catheterization. As the key imaging feature in ovarian torsion is unilateral ovarian enlargement, we suspected that a torsed ovary is large enough to be visualized even if the bladder is not well distended. OBJECTIVE: The purpose of this study was to retrospectively investigate if clinically suspected adnexal torsion can be excluded based on non-visualization of the ovaries on transabdominal ultrasound (US) with a non-distended bladder in pediatric patients. MATERIALS AND METHODS: This retrospective study comprised 349 girls (1-19 years old) between Jan. 1, 2013, and July 30, 2018. Three hundred and forty-one of the girls were referred to transabdominal US to assess for adnexal torsion and/or appendicitis, and the ovaries were initially not visualized on US. Their bladders were subsequently filled and rescanned with a distended bladder showing the ovaries. Ovarian volumes and time between US scans were documented. The ratio of the volume of the larger ovary to the smaller one was calculated. Nine girls had surgically proven adnexal torsion and a preoperative transabdominal US with a non-distended bladder. There was an overlap of one girl between the two groups. The negative predictive value (NPV), positive predictive value (PPV), and sensitivity and specificity for exclusion of adnexal torsion based on non-visualization of the ovaries on US with a non-distended bladder were calculated. RESULTS: One of the girls (1/341) who had a US study done with a non-distended bladder in which the ovaries were not visualized had a positive diagnosis of adnexal torsion. In eight of the nine girls who had surgically proven adnexal torsion, the torted ovary was identified with a non-distended bladder. The NPV and PPV for exclusion of adnexal torsion with a non-distended bladder was 1.0 and 0.8, respectively. The specificity and sensitivity were 99.4% and 88.9%, respectively. The mean and median time difference between the initial scan and the scan after bladder filling was 105.1 min (standard deviation [SD] -65.8) and 89.0 min (interquartile range [IQR]- 59.0, 130.5), respectively. CONCLUSION: Non-visualization of the ovaries with a non-distended bladder on transabdominal US study can help exclude clinically suspected adnexal torsion, alleviating the need for bladder filling and prolonging the wait time in the emergency department. Inclusion of non-visualization of the ovaries as one of the features in a predictive score for adnexal torsion should be considered.
Subject(s)
Adnexal Diseases/diagnostic imaging , Torsion Abnormality/diagnostic imaging , Ultrasonography/methods , Adnexa Uteri/diagnostic imaging , Adolescent , Adult , Child , Child, Preschool , Female , Humans , Infant , Ovary/diagnostic imaging , Retrospective Studies , Sensitivity and Specificity , Young AdultABSTRACT
BACKGROUND: Residents must strive for excellence in their nontechnical skills (NTS). However, NTS have not traditionally been well-assessed in pediatric emergency departments (EDs). One underutilized assessment strategy is to have parents assess the residents caring for their children. Prior to involving parents in resident assessment, it is essential to identify which NTS parents in pediatric EDs can assess. AIM: To explore which resident NTS parents in pediatric EDs can assess. METHODS: An exploratory qualitative study design was used. It included interviews with faculty members involved in the supervision and assessment of residents in a pediatric ED and residents who had experience working in a pediatric ED, as well as focus groups with parents who had visited a pediatric ED at least twice in the past year. RESULTS: Participants in this study suggested that parents, if provided with the opportunity, can assess residents' communication skills, comfort in a pediatric setting, adaptability, and collaboration. CONCLUSIONS: This study demystifies how parents can become involved in the assessment of residents' NTS. The findings will inform the development of assessment strategies and could be used to develop assessment instruments that enable parents to become actively involved in the assessment of residents in pediatric EDs.
Subject(s)
Communication , Educational Measurement/methods , Emergency Medicine/education , Internship and Residency/methods , Parents , Pediatrics/education , Cooperative Behavior , Emergency Service, Hospital/organization & administration , Female , Focus Groups , Humans , Leadership , Male , Physician's Role , Professional-Family Relations , Qualitative ResearchABSTRACT
BACKGROUND: Canadian pediatric emergency department visits are increasing, with a disproportionate increase in low-acuity visits locally (33% of volume in 2008-09, 41% in 2011-12). We sought to understand: 1) presentation patterns and resource implications; 2) parents' perceptions and motivations; and 3) alternate health care options considered prior to presenting with low-acuity problems. METHODS: We conducted a prospective cohort study at our tertiary pediatric emergency department serving two provinces to explore differences between patients with and without a primary care provider. During four, 2-week study periods over 1 year, parents of low-acuity visits received an anonymous survey. Presentation times, interventions, diagnoses and dispositions were captured on a data collection form linked to the survey by study number. RESULTS: Parents completed 2,443 surveys (74.1% response rate), with survey-data collection form pairs available for 2,146 visits. Overall, 89.7% of respondents had a primary care provider; 68% were family physicians. Surprisingly, 40% of visits occurred during weekday office hours and 27.3% occurred within 4 hours of symptom onset; 67.5% of those early presenters were for injuries. Few parents sought care from their primary care provider (25%), health information line (20.7%), or urgent care clinic (18.5%); 36% reported that they believed their child's problem required the emergency department. Forty-five percent required only a history, physical exam and reassurance; only 11% required an intervention not available in an office setting. Patients without a primary care provider were significantly more likely to present during weekday office hours (p = 0.003), have longer symptom duration (p<0.001), and not know of other options (p = 0.001). CONCLUSIONS: Many parents seek pediatric emergency department care for low-acuity problems despite their child having a primary care provider. Ensuring timely access to these providers may help reduce pediatric emergency department overuse. Educational initiatives should inform parents about low-acuity problems and where appropriate care can/should be accessed.
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Emergency Service, Hospital , Medical Overuse/statistics & numerical data , Office Visits/statistics & numerical data , Parents/psychology , Adolescent , Canada , Child , Child, Preschool , Female , Health Care Surveys , Humans , Infant , Infant, Newborn , Male , Medical Overuse/prevention & control , Patient Education as Topic , Prospective Studies , Tertiary HealthcareABSTRACT
Disasters affect all segments of the population. Many subsets of the general adult population have specific needs and vulnerabilities. One group with specific needs and which is always at high risk in disasters is children. The physiological, anatomical, developmental and psychological requirements in children differ from those of adults. Disaster planning must recognise and adapt to this. For the past 3 years, the Centre of Excellence in Emergency Preparedness (CEEP) has been developing a document that will outline specific paediatric issues in disasters and provide general (and, where possible, specific) guidelines for Canadian health-care providers and disaster planners. This paper discusses special issues of emergency preparedness for children and reviews the content of the document being developed at CEEP.
Subject(s)
Civil Defense/organization & administration , Disaster Planning/organization & administration , Pediatrics/organization & administration , Risk Management/organization & administration , Vulnerable Populations , Canada , Child , Disaster Medicine/organization & administration , Humans , Risk Assessment/methods , Risk FactorsABSTRACT
OBJECTIVES: Fever is common in children and causes misconceptions among parents. Many investigators have called for improved parental education to dispel "fever phobia." Our objectives were to assess parental and health care provider understanding of fever, its treatment, and beliefs about its consequences, as well as to identify parental sources of information about fever. METHODS: Self-administered surveys were distributed to 3 parent groups and 4 health care provider groups. Parent groups included parents of children with fever presenting to the emergency department (ED) (fever group, n = 209), parents of children with an injury presenting to ED (injury group, n = 160), and parents of healthy school children (school group, n = 141). Provider groups included pediatric ED physicians (n = 16), pediatric ED nurses (n = 39), general pediatricians (n = 26) and family physicians (n = 79). RESULTS: Parent groups considered a temperature of 37.9 degrees C to be a fever, 39.1 degrees C to be a high fever, and 39.9 degrees C to be a dangerous fever. Parents were most concerned about discomfort, seizures and dehydration, and parents in the "fever group" worried more about dehydration (p = 0.01) and brain damage (p = 0.03) than other parents. Most physicians were concerned about dehydration and seizures, but family physicians were most likely to express concerns about brain damage (40.5%) and death (34.1%). CONCLUSIONS: Fever phobia exists among parents and health care providers and is most likely in parents of febrile children and family physicians. Health care providers varied in their knowledge of fever and its treatment. Greater education of health care workers is required in order to provide families with appropriate information.