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Primary care providers practice patterns regarding female pelvic floor disorders. 初级保健提供者有关女性盆底障碍的实践模式。
IF 6.1 3区 医学
Family Medicine and Community Health Pub Date : 2024-03-14 DOI: 10.1136/fmch-2023-002448
Anna Weimer, Jennifer L Hallock, Chi Chiung Grace Chen
{"title":"Primary care providers practice patterns regarding female pelvic floor disorders.","authors":"Anna Weimer, Jennifer L Hallock, Chi Chiung Grace Chen","doi":"10.1136/fmch-2023-002448","DOIUrl":"10.1136/fmch-2023-002448","url":null,"abstract":"<p><strong>Introduction: </strong>Pelvic floor disorders (PFDs) pose substantial physical and psychological burdens for a growing number of women. Given the ubiquity of these conditions and known patient reluctance to seek care, primary care providers (PCPs) have a unique opportunity to increase treatment and provide appropriate referrals for these patients.</p><p><strong>Methods: </strong>An online survey was administered to PCPs to assess provider practices, knowledge, comfort managing and ease of referral for PFDs. Logistic regression was used to assess the association between demographic/practice characteristics of PCPs and two primary outcomes of interest: discomfort with management and difficulty with referral of PFDs.</p><p><strong>Results: </strong>Of the 153 respondents to the survey, more felt comfortable managing stress urinary incontinence (SUI) and overactive bladder (OAB), compared with pelvic organ prolapse (POP) and faecal incontinence (FI) and were less likely to refer patients with urinary symptoms. Few providers elicited symptoms for POP and FI as compared with SUI and OAB. Provider variables that were significantly associated with discomfort with management varied by PFD, but tended to correlate with less exposure to PFDs (eg, those with fewer years of practice, and internal medicine and family physicians as compared with geriatricians); whereas the factors that were significantly associated with difficulty in referral, again varied by PFD, but were related to practice characteristics (eg, specialist network, type of practice, practice setting and quantity of patients).</p><p><strong>Conclusion: </strong>These findings highlight the need to increase PCPs awareness of PFDs and develop effective standardised screening protocols, as well as collaboration with pelvic floor specialists to improve screening, treatment and referral for patients with PFDs.</p>","PeriodicalId":44590,"journal":{"name":"Family Medicine and Community Health","volume":null,"pages":null},"PeriodicalIF":6.1,"publicationDate":"2024-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10941109/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140132779","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Twin studies as an innovative approach to address research questions in cancer care within primary care settings. 双胞胎研究是解决初级医疗机构癌症护理研究问题的一种创新方法。
IF 6.1 3区 医学
Family Medicine and Community Health Pub Date : 2024-02-10 DOI: 10.1136/fmch-2023-002623
Monalisha Sahu
{"title":"Twin studies as an innovative approach to address research questions in cancer care within primary care settings.","authors":"Monalisha Sahu","doi":"10.1136/fmch-2023-002623","DOIUrl":"10.1136/fmch-2023-002623","url":null,"abstract":"<p><p>This paper proposes the utilisation of twin studies as a novel and powerful methodological approach to investigate critical research questions pertaining to cancer prevention, screening, diagnosis, treatment and survivorship within primary care contexts. The inherent genetic similarity between monozygotic (MZ) (identical) twins provides a unique opportunity to disentangle genetic and environmental influences on cancer-related outcomes. MZ twins share virtually identical genetic makeup, offering a unique opportunity to discern the relative contributions of genetic and environmental factors to cancer-related outcomes. In contrast, dizygotic (DZ) twins, also known as fraternal twins, develop from two separate eggs fertilised by two different sperm and share on average 50% of their genetic material, the same level of genetic similarity found in non-twin siblings. Comparisons between MZ and DZ twins enable researchers to disentangle hereditary factors from shared environmental influences. This methodology has the potential to advance our understanding of the multifaceted interplay between genetic predisposition, lifestyle factors and healthcare interventions in the context of cancer care. This paper outlines the rationale, design considerations and potential applications of twin studies in primary care-based cancer research.</p>","PeriodicalId":44590,"journal":{"name":"Family Medicine and Community Health","volume":null,"pages":null},"PeriodicalIF":6.1,"publicationDate":"2024-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10862323/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139716491","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring conservative management for cervical intraepithelial neoplasia grade 2 in organised cervical cancer screening programmes: a multicentre study in Italy. 在有组织的宫颈癌筛查计划中探索宫颈上皮内瘤变 2 级的保守治疗:意大利的一项多中心研究。
IF 2.6 3区 医学
Family Medicine and Community Health Pub Date : 2024-02-02 DOI: 10.1136/fmch-2023-002595
Silvia Gori, Helena Frayle, Alessio Pagan, Marika Soldà, Cesare Romagnolo, Egle Insacco, Licia Laurino, Mario Matteucci, Giuseppe Sordi, Enrico Busato, Manuel Zorzi, Tiziano Maggino, Annarosa Del Mistro
{"title":"Exploring conservative management for cervical intraepithelial neoplasia grade 2 in organised cervical cancer screening programmes: a multicentre study in Italy.","authors":"Silvia Gori, Helena Frayle, Alessio Pagan, Marika Soldà, Cesare Romagnolo, Egle Insacco, Licia Laurino, Mario Matteucci, Giuseppe Sordi, Enrico Busato, Manuel Zorzi, Tiziano Maggino, Annarosa Del Mistro","doi":"10.1136/fmch-2023-002595","DOIUrl":"10.1136/fmch-2023-002595","url":null,"abstract":"<p><p>Cervical intraepithelial neoplasia grade 2 (CIN2) lesions may regress spontaneously, offering an alternative to immediate treatment, especially for women of childbearing age (15-45 years).We conducted a prospective multicentre study on conservative CIN2 management, with semiannual follow-up visits over 24 months, biomarkers' investigation and treatment for progression to CIN3+ or CIN2 persistence for more than 12 months. Here, we assess women's willingness to participate and adherence to the study protocol.The study was set in population-based organised cervical cancer screening.From April 2019 to October 2021, 640 CIN2 cases were diagnosed in women aged 25-64 participating in the screening programmes.According to our predefined inclusion and exclusion criteria, 228 (35.6%) women were not eligible; 93 (22.6%) of the 412 eligible refused, and 319 (77.4%) were enrolled. Refusal for personal reasons (ie, desire to become pregnant, anxiety, difficulty in complying with the study protocol) and external barriers (ie, residence elsewhere and language problems) accounted for 71% and 17%, respectively. Only 9% expressed a preference for treatment. The primary ineligibility factor was the upper age limit of 45 years. After enrolment, 12 (4%) women without evidence of progression requested treatment, 125 (39%) were lost to follow-up (mostly after 6-12 months) and 182 (57%) remained compliant. Remarkably, 40% of enrolees did not fully adhere to the protocol, whereas only 5% (20/412) of the eligible women desired treatment.Our study demonstrates a good acceptance of conservative management for CIN2 lesions by the women, supporting its implementation within cervical screening programmes.</p>","PeriodicalId":44590,"journal":{"name":"Family Medicine and Community Health","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10840026/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139673246","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Implementation and evaluation of Exercise is Medicine in primary care clinics within a large academic health system 在大型学术医疗系统的初级保健诊所实施和评估 "运动即医疗 "项目
IF 6.1 3区 医学
Family Medicine and Community Health Pub Date : 2024-02-01 DOI: 10.1136/fmch-2023-002608
John Kevin Ong Dayao, Caroline E L Duffy, Amalia M Cristiano, Gene 'Rusty' Kallenberg, Sarah E Linke
{"title":"Implementation and evaluation of Exercise is Medicine in primary care clinics within a large academic health system","authors":"John Kevin Ong Dayao, Caroline E L Duffy, Amalia M Cristiano, Gene 'Rusty' Kallenberg, Sarah E Linke","doi":"10.1136/fmch-2023-002608","DOIUrl":"https://doi.org/10.1136/fmch-2023-002608","url":null,"abstract":"Objective Exercise is Medicine (EIM) is a global initiative encouraging healthcare providers to routinely assess and promote physical activity (PA) among patients. The objective of this study was to evaluate the feasibility, adoption, implementation and effectiveness of EIM from patient, clinician and healthcare staff perspectives using a combination of electronic health record (EHR), survey and interview data. Design This study used a combination of the Practical Robust Implementation and Sustainability Model (PRISM) and the Learning Evaluation model to implement EIM. Data captured from the EHR, including Physical Activity Vital Sign (PAVS) scores, and data collected from qualitative surveys and interviews were used to evaluate the programme’s Reach, Effectiveness, Adoption, Implementation, Maintenance (RE-AIM, which is embedded within PRISM) from provider, staff and patient perspectives. Setting Five primary care clinics within a large academic health system. Participants A total of 24 443 patients from all participating clinics had at least one PAVS score during the study period. A total of 17 clinicians completed surveys, and 4 clinicians, 8 medical assistants and 9 patients completed interviews. Results Implementation fidelity metrics varied widely between components and across clinics but were generally consistent over time, indicating a high degree of programme maintenance. Fidelity was highest during the first 6 months of the COVID-19 pandemic when most visits were virtual. Mean PAVS scores increased from 57.7 (95% CI: 56 to 59.4) to 95.2 (95% CI: 91.6 to 98.8) min per week at 6 months for patients not meeting PA guidelines at baseline and decreased from 253.84 (95% CI: 252 to 255.7) to 208.3 (95% CI: 204.2 to 212.4) min per week at 6 months for patients meeting PA guidelines at baseline. After EIM implementation, clinician-estimated time spent discussing PA with patients increased for 35% of providers and stayed the same for 53%. Conclusion Overall, this study established EIM’s feasibility, adoption, implementation and maintenance in routine primary care practice within a large academic health system. From a population health perspective, EIM is a model to emulate to help primary care providers efficiently address healthy lifestyle behaviours in routine primary care visits. All data relevant to the study are included in the article or uploaded as supplemental information.","PeriodicalId":44590,"journal":{"name":"Family Medicine and Community Health","volume":null,"pages":null},"PeriodicalIF":6.1,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139665957","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Potential applications and implications of large language models in primary care. 大语言模型在初级保健中的潜在应用和影响。
IF 2.6 3区 医学
Family Medicine and Community Health Pub Date : 2024-01-30 DOI: 10.1136/fmch-2023-002602
Albert Andrew
{"title":"Potential applications and implications of large language models in primary care.","authors":"Albert Andrew","doi":"10.1136/fmch-2023-002602","DOIUrl":"10.1136/fmch-2023-002602","url":null,"abstract":"<p><p>The recent release of highly advanced generative artificial intelligence (AI) chatbots, including ChatGPT and Bard, which are powered by large language models (LLMs), has attracted growing mainstream interest over its diverse applications in clinical practice, including in health and healthcare. The potential applications of LLM-based programmes in the medical field range from assisting medical practitioners in improving their clinical decision-making and streamlining administrative paperwork to empowering patients to take charge of their own health. However, despite the broad range of benefits, the use of such AI tools also comes with several limitations and ethical concerns that warrant further consideration, encompassing issues related to privacy, data bias, and the accuracy and reliability of information generated by AI. The focus of prior research has primarily centred on the broad applications of LLMs in medicine. To the author's knowledge, this is, the first article that consolidates current and pertinent literature on LLMs to examine its potential in primary care. The objectives of this paper are not only to summarise the potential benefits, risks and challenges of using LLMs in primary care, but also to offer insights into considerations that primary care clinicians should take into account when deciding to adopt and integrate such technologies into their clinical practice.</p>","PeriodicalId":44590,"journal":{"name":"Family Medicine and Community Health","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10828839/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139643105","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Utility of Goal Attainment Scaling (GAS) in evaluating a multicomponent exercise programme for community-dwelling pre-frail older adults. 目标达成量表(GAS)在评估针对居住在社区的前期体弱老年人的多成分锻炼计划中的实用性。
IF 2.6 3区 医学
Family Medicine and Community Health Pub Date : 2024-01-24 DOI: 10.1136/fmch-2023-002410
Juan Fang, Jianping Ren, Jinjing Wang, Xiantao Qiu, Shiyan Zhang, Shuang Yuan, Liangfeng Wu, Lin Xie, Le Yu
{"title":"Utility of Goal Attainment Scaling (GAS) in evaluating a multicomponent exercise programme for community-dwelling pre-frail older adults.","authors":"Juan Fang, Jianping Ren, Jinjing Wang, Xiantao Qiu, Shiyan Zhang, Shuang Yuan, Liangfeng Wu, Lin Xie, Le Yu","doi":"10.1136/fmch-2023-002410","DOIUrl":"10.1136/fmch-2023-002410","url":null,"abstract":"<p><strong>Objectives: </strong>This study aimed to investigate the effectiveness of Goal Attainment Scaling (GAS) in assessing an intervention for pre-frail senior citizens. Additionally, the study aimed to explain how the GAS goals were established based on the International Classification of Functioning, Disability and Health (ICF) categories, including body function, activity and participation and environmental factors.</p><p><strong>Methods: </strong>In this study, 220 pre-frail older adults were randomly selected to participate in a controlled trial. The intervention group engaged in multicomponent exercise three times a week, once at a community health service location and twice at home. The control group received advice on physical activity but did not have supervised exercise. Participants in both groups selected individualised GAS goals from 23 goals developed based on ICF by focus group discussion. The study used generalised estimating equations to analyse the differences between the groups.</p><p><strong>Results: </strong>The study included 144 participants, 72 in the exercise group and 72 in the control group. The top three individualised goals for all participants were vestibular functions (53.5%), pain management (43.1%) and lifting and carrying objects (31.9%). Both groups saw a significant increase in GAS scores at week 8 and week 24 of the intervention (p<0.05), but the exercise group showed a more significant improvement (p<0.05). The participants living alone were associated with lower postintervention improvements in the GAS scores. In contrast, the participants who were using a smartphone were likely to get higher postintervention improvements in the GAS scores.</p><p><strong>Conclusions: </strong>GAS can be a valuable tool for setting and evaluating individualised and meaningful goals in body functions, activity and participation and environmental factors. The multicomponent exercise interventions can help pre-frail older adults achieve their expected goals as measured by the GAS.</p>","PeriodicalId":44590,"journal":{"name":"Family Medicine and Community Health","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10824033/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139547489","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development and validation of multicentre study on novel Artificial Intelligence-based Cardiovascular Risk Score (AICVD). 基于人工智能的新型心血管风险评分(AICVD)多中心研究的开发与验证。
IF 2.6 3区 医学
Family Medicine and Community Health Pub Date : 2024-01-18 DOI: 10.1136/fmch-2023-002340
Shiv Kumar Jalepalli, Prashant Gupta, Andre L A J Dekker, Inigo Bermejo, Sujoy Kar
{"title":"Development and validation of multicentre study on novel Artificial Intelligence-based Cardiovascular Risk Score (AICVD).","authors":"Shiv Kumar Jalepalli, Prashant Gupta, Andre L A J Dekker, Inigo Bermejo, Sujoy Kar","doi":"10.1136/fmch-2023-002340","DOIUrl":"10.1136/fmch-2023-002340","url":null,"abstract":"<p><strong>Objective: </strong>Cardiovascular diseases (CVD) are one of the most prevalent diseases in India amounting for nearly 30% of total deaths. A dearth of research on CVD risk scores in Indian population, limited performance of conventional risk scores and inability to reproduce the initial accuracies in randomised clinical trials has led to this study on large-scale patient data. The objective is to develop an Artificial Intelligence-based Risk Score (AICVD) to predict CVD event (eg, acute myocardial infarction/acute coronary syndrome) in the next 10 years and compare the model with the Framingham Heart Risk Score (FHRS) and QRisk3.</p><p><strong>Methods: </strong>Our study included 31 599 participants aged 18-91 years from 2009 to 2018 in six Apollo Hospitals in India. A multistep risk factors selection process using Spearman correlation coefficient and propensity score matching yielded 21 risk factors. A deep learning hazards model was built on risk factors to predict event occurrence (classification) and time to event (hazards model) using multilayered neural network. Further, the model was validated with independent retrospective cohorts of participants from India and the Netherlands and compared with FHRS and QRisk3.</p><p><strong>Results: </strong>The deep learning hazards model had a good performance (area under the curve (AUC) 0.853). Validation and comparative results showed AUCs between 0.84 and 0.92 with better positive likelihood ratio (AICVD -6.16 to FHRS -2.24 and QRisk3 -1.16) and accuracy (AICVD -80.15% to FHRS 59.71% and QRisk3 51.57%). In the Netherlands cohort, AICVD also outperformed the Framingham Heart Risk Model (AUC -0.737 vs 0.707).</p><p><strong>Conclusions: </strong>This study concludes that the novel AI-based CVD Risk Score has a higher predictive performance for cardiac events than conventional risk scores in Indian population.</p><p><strong>Trial registration number: </strong>CTRI/2019/07/020471.</p>","PeriodicalId":44590,"journal":{"name":"Family Medicine and Community Health","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-01-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10806469/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139492488","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
COVID-19 patient experiences in prehospital pathways: a processual approach using life-events calendar method and state sequence analysis shows detrimental delays. COVID-19 院前路径中的患者体验:使用生命事件日历法和状态序列分析的过程性方法显示了有害的延迟。
IF 2.6 3区 医学
Family Medicine and Community Health Pub Date : 2024-01-11 DOI: 10.1136/fmch-2023-002447
Romain Lutaud, Sebastien Cortaredona, Lea Delorme, Patrick Peretti-Watel, Juliette Mirouse, Manon Borg, Lucie Cattaneo, Didier Thery, Gaetan Gentile, Christian Pradier, Touitou Irit, Philippe Brouqui, Sophie Tardieu, Michel Carles, Stéphanie Gentile
{"title":"COVID-19 patient experiences in prehospital pathways: a processual approach using life-events calendar method and state sequence analysis shows detrimental delays.","authors":"Romain Lutaud, Sebastien Cortaredona, Lea Delorme, Patrick Peretti-Watel, Juliette Mirouse, Manon Borg, Lucie Cattaneo, Didier Thery, Gaetan Gentile, Christian Pradier, Touitou Irit, Philippe Brouqui, Sophie Tardieu, Michel Carles, Stéphanie Gentile","doi":"10.1136/fmch-2023-002447","DOIUrl":"10.1136/fmch-2023-002447","url":null,"abstract":"<p><strong>Objectives: </strong>To our best knowledge, no study in France has comprehensively investigated the prehospital history of patients admitted for severe cases of COVID-19. 'Patients' voice is an excellent means to capture data on primary care pathways.We aimed to identify clusters of COVID-19 hospitalised patients with similar prehospital symptom sequences, and to test whether these clusters were associated with a higher risk of poor clinical outcomes.</p><p><strong>Design: </strong>Cross-sectional online survey using life-event calendars.</p><p><strong>Setting: </strong>All patients hospitalised for COVID-19 between September 2020 and May 2021 in the Infectious Disease Departments in Nice and in Marseilles in France.</p><p><strong>Participants: </strong>312 patients responded to the survey.</p><p><strong>Main outcome measures: </strong>From the day of symptom onset to the day of hospitalisation, we defined a symptom sequence as the time-ordered vector of the successive symptom grades (grade 1, grade 2, grade 3). State sequence analysis with optimal matching was used to identify clusters of patients with similar symptom sequences. Multivariate logistic regressions were performed to test whether these clusters were associated with admission to intensive care unit (ICU) and COVID-19 sequelae after hospitalisation.</p><p><strong>Results: </strong>Three clusters of symptom sequences were identified among 312 complete prehospital pathways. A specific group of patients (29%) experienced extended symptoms of severe COVID-19, persisting for an average duration of 7.5 days before hospitalisation. This group had a significantly higher probability of being admitted to ICU (adjusted OR 2.01). They were less likely to know a loved one who was a healthcare worker, and more likely to have a lower level of education. Similarly, this group of patients, who were more likely to have previously visited the emergency room without exhibiting severe symptoms at that time, may have been inclined to postpone reassessment when their health worsened.Their relatives played a decisive role in their hospitalisation.</p><p><strong>Conclusion and relevance: </strong>This study highlights the negative impact of delayed hospitalisation on the health outcomes of French patients with severe COVID-19 symptoms during the first wave and underscores the influence of socioeconomic factors, such as lower education levels and limited connections to the medical field, on patients' experiences.</p>","PeriodicalId":44590,"journal":{"name":"Family Medicine and Community Health","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-01-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10806557/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139433052","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessing prognosis in depression: comparing perspectives of AI models, mental health professionals and the general public. 评估抑郁症的预后:比较人工智能模型、心理健康专业人员和普通大众的观点。
IF 2.6 3区 医学
Family Medicine and Community Health Pub Date : 2024-01-09 DOI: 10.1136/fmch-2023-002583
Zohar Elyoseph, Inbar Levkovich, Shiri Shinan-Altman
{"title":"Assessing prognosis in depression: comparing perspectives of AI models, mental health professionals and the general public.","authors":"Zohar Elyoseph, Inbar Levkovich, Shiri Shinan-Altman","doi":"10.1136/fmch-2023-002583","DOIUrl":"10.1136/fmch-2023-002583","url":null,"abstract":"<p><strong>Background: </strong>Artificial intelligence (AI) has rapidly permeated various sectors, including healthcare, highlighting its potential to facilitate mental health assessments. This study explores the underexplored domain of AI's role in evaluating prognosis and long-term outcomes in depressive disorders, offering insights into how AI large language models (LLMs) compare with human perspectives.</p><p><strong>Methods: </strong>Using case vignettes, we conducted a comparative analysis involving different LLMs (ChatGPT-3.5, ChatGPT-4, Claude and Bard), mental health professionals (general practitioners, psychiatrists, clinical psychologists and mental health nurses), and the general public that reported previously. We evaluate the LLMs ability to generate prognosis, anticipated outcomes with and without professional intervention, and envisioned long-term positive and negative consequences for individuals with depression.</p><p><strong>Results: </strong>In most of the examined cases, the four LLMs consistently identified depression as the primary diagnosis and recommended a combined treatment of psychotherapy and antidepressant medication. ChatGPT-3.5 exhibited a significantly pessimistic prognosis distinct from other LLMs, professionals and the public. ChatGPT-4, Claude and Bard aligned closely with mental health professionals and the general public perspectives, all of whom anticipated no improvement or worsening without professional help. Regarding long-term outcomes, ChatGPT 3.5, Claude and Bard consistently projected significantly fewer negative long-term consequences of treatment than ChatGPT-4.</p><p><strong>Conclusions: </strong>This study underscores the potential of AI to complement the expertise of mental health professionals and promote a collaborative paradigm in mental healthcare. The observation that three of the four LLMs closely mirrored the anticipations of mental health experts in scenarios involving treatment underscores the technology's prospective value in offering professional clinical forecasts. The pessimistic outlook presented by ChatGPT 3.5 is concerning, as it could potentially diminish patients' drive to initiate or continue depression therapy. In summary, although LLMs show potential in enhancing healthcare services, their utilisation requires thorough verification and a seamless integration with human judgement and skills.</p>","PeriodicalId":44590,"journal":{"name":"Family Medicine and Community Health","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10806564/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139418320","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Attitudes, beliefs, behaviours and perspectives on barriers and enablers of Australian general practitioners towards non-drug interventions: a national survey 澳大利亚全科医生对非药物干预措施的态度、信念、行为以及对障碍和促进因素的看法:全国调查
IF 6.1 3区 医学
Family Medicine and Community Health Pub Date : 2024-01-01 DOI: 10.1136/fmch-2023-002457
Loai Albarqouni, Hannah Greenwood, Caroline Dowsett, Tammy Hoffmann, Rae Thomas, Paul Glasziou
{"title":"Attitudes, beliefs, behaviours and perspectives on barriers and enablers of Australian general practitioners towards non-drug interventions: a national survey","authors":"Loai Albarqouni, Hannah Greenwood, Caroline Dowsett, Tammy Hoffmann, Rae Thomas, Paul Glasziou","doi":"10.1136/fmch-2023-002457","DOIUrl":"https://doi.org/10.1136/fmch-2023-002457","url":null,"abstract":"Background Many guidelines recommend non-drug interventions (NDIs) for managing common conditions in primary care. However, compared with drug interventions, NDIs are less widely known, promoted and used. We aim to (1) examine general practitioners’ (GPs’) knowledge, attitudes and practices for NDIs, including their use of the Royal Australian College of General Practitioners (RACGP) Handbook of Non-Drug Interventions (HANDI), and (2) identify factors influencing their use of NDIs and HANDI. Methods We conducted a web-based cross-sectional survey of practicing GP members in Australia during October–November 2022. The survey contained five sections: characteristics of GP; knowledge and use of NDIs; attitudes towards NDIs; barriers and enablers to using HANDI; and suggestions of NDIs and ideas to improve the uptake of NDIs in primary care. Results Of the 366 GPs who completed the survey, 242 (66%) were female, and 248 (74%) were ≥45 years old. One in three GPs reported that they regularly (‘always’) recommend NDIs to their patients when appropriate (34%), whereas one-third of GPs were unaware of HANDI (39%). GPs identified several factors that improve the uptake of HANDI, including ‘access and integration of HANDI in clinical practice’, ‘content and support to use in practice’ and ‘awareness and training’. Conclusions While many GPs are aware of the effectiveness of NDIs and often endorse their use, obstacles still prevent widespread adoption in primary care. The results of this survey can serve as a foundation for developing implementation strategies to improve the uptake of effective evidence-based NDIs in primary care. Data are available upon reasonable request. The authors had full access to all of the data in the study. Aggregated data that underlie the results reported in this article are available on request to the corresponding author.","PeriodicalId":44590,"journal":{"name":"Family Medicine and Community Health","volume":null,"pages":null},"PeriodicalIF":6.1,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139412396","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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