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Causal reasoning about epidemiological associations in conversational AI 会话人工智能中流行病关联的因果推理
Global Epidemiology Pub Date : 2023-03-08 DOI: 10.1016/j.gloepi.2023.100102
Louis Anthony Cox Jr
{"title":"Causal reasoning about epidemiological associations in conversational AI","authors":"Louis Anthony Cox Jr","doi":"10.1016/j.gloepi.2023.100102","DOIUrl":"10.1016/j.gloepi.2023.100102","url":null,"abstract":"<div><p>We present a Socratic dialogue with ChatGPT, a large language model (LLM), on the causal interpretation of epidemiological associations between fine particulate matter (PM2.5) and human mortality risks. ChatGPT, reflecting probable patterns of human reasoning and argumentation in the sources on which it has been trained, initially holds that “It is well-established that exposure to ambient levels of PM2.5 does increase mortality risk” and adds the unsolicited remark that “Reducing exposure to PM2.5 is an important public health priority.” After patient questioning, however, it concludes that “It is not known with certainty that current ambient levels of PM2.5 increase mortality risk. While there is strong evidence of an association between PM2.5 and mortality risk, the causal nature of this association remains uncertain due to the possibility of omitted confounders.” This revised evaluation of the evidence suggests the potential value of sustained questioning in refining and improving both the types of human reasoning and argumentation imitated by current LLMs and the reliability of the initial conclusions expressed by current LLMs.</p></div>","PeriodicalId":36311,"journal":{"name":"Global Epidemiology","volume":"5 ","pages":"Article 100102"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/a5/75/main.PMC10445972.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10483845","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Epidemiologic studies of glyphosate and non-Hodgkin's lymphoma: A review with consideration of exposure frequency, systemic dose, and study quality 草甘膦和非霍奇金淋巴瘤的流行病学研究:一项考虑暴露频率、全身剂量和研究质量的综述
Global Epidemiology Pub Date : 2023-02-25 DOI: 10.1016/j.gloepi.2023.100101
John Acquavella
{"title":"Epidemiologic studies of glyphosate and non-Hodgkin's lymphoma: A review with consideration of exposure frequency, systemic dose, and study quality","authors":"John Acquavella","doi":"10.1016/j.gloepi.2023.100101","DOIUrl":"10.1016/j.gloepi.2023.100101","url":null,"abstract":"<div><p>I reviewed the epidemiologic literature for glyphosate and non-Hodgkin's lymphoma (NHL) in the context of the frequency of exposure in each epidemiologic study, systemic dose from biomonitoring studies of applicators, and aspects of study quality. Nine studies were identified, 7 case control and 2 cohort, by a literature search and a review of reference lists from published studies and recent regulatory evaluations. All but one study involved exposure scenarios that were so infrequent that they are not credible for cancer causation. Most studies failed to address potential confounding from other pesticides. Only one study – the US Agricultural Health Study (AHS) – included individuals with relatively frequent exposure to glyphosate and involved comprehensive statistical analyses to address potential confounding by personal factors and other pesticide exposures. The AHS did not find an association between glyphosate and NHL, even among the most frequently exposed participants (≥ 109 days of use) (RR = 0.80, 95% CI 0.60, 1.06). These findings are consistent with observations that glyphosate systemic doses from agricultural applications are many orders of magnitude less than daily lifetime doses considered by regulatory agencies to impart no excess risk of deleterious health effects, even for sensitive subpopulations.</p></div>","PeriodicalId":36311,"journal":{"name":"Global Epidemiology","volume":"5 ","pages":"Article 100101"},"PeriodicalIF":0.0,"publicationDate":"2023-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/3f/2f/main.PMC10445963.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10465686","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Modifiable risk factors for diphtheria: A systematic review and meta-analysis 白喉的可修改危险因素:系统综述和荟萃分析
Global Epidemiology Pub Date : 2023-02-21 DOI: 10.1016/j.gloepi.2023.100100
Juniorcaius Ikejezie , Busola Adebusoye , Winifred Ekezie , Tessa Langley , Sarah Lewis , Revati Phalkey
{"title":"Modifiable risk factors for diphtheria: A systematic review and meta-analysis","authors":"Juniorcaius Ikejezie ,&nbsp;Busola Adebusoye ,&nbsp;Winifred Ekezie ,&nbsp;Tessa Langley ,&nbsp;Sarah Lewis ,&nbsp;Revati Phalkey","doi":"10.1016/j.gloepi.2023.100100","DOIUrl":"10.1016/j.gloepi.2023.100100","url":null,"abstract":"<div><h3>Objective</h3><p>To identify modifiable risk factors for diphtheria and assess their strengths of association with the disease.</p></div><div><h3>Methods</h3><p>This review was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) statement. Electronic databases and grey literature were searched from inception until January 2023. Studies had to report on diphtheria cases and estimates of association for at least one potential risk factor or sufficient data to calculate these. The quality of non-ecological studies was assessed using the Newcastle-Ottawa Scale (NOS), while the quality of evidence was evaluated using the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) criteria.</p></div><div><h3>Results</h3><p>The search yielded 37,705 papers, of which 29 were ultimately included. All the non-ecological studies were of moderate to high quality. Meta-analysis of 20 studies identified three factors increasing the risk of diphtheria: incomplete vaccination (&lt;3 doses) (pooled odds ratio (POR) = 2.2, 95% confidence interval (CI) = 1.4–3.4); contact with a person with skin lesions (POR = 4.8, 95% CI = 2.1–10.9); and low knowledge of diphtheria (POR = 2.4, 95% CI = 1.2–4.7). Contact with a case of diphtheria; sharing a bed or bedroom; sharing utensils, cups, and glasses; infrequent bathing; and low parental education were associated with diphtheria in multiple studies. Evidence for other factors was inconclusive. The quality of evidence was low or very low for all the risk factors.</p></div><div><h3>Conclusions</h3><p>Findings from the review suggest that countries seeking to control diphtheria need to strengthen surveillance, improve vaccination coverage, and increase people's knowledge of the disease. Future research should focus on understudied or inconclusive risk factors.</p></div>","PeriodicalId":36311,"journal":{"name":"Global Epidemiology","volume":"5 ","pages":"Article 100100"},"PeriodicalIF":0.0,"publicationDate":"2023-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10445968/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10465684","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Marital transitions during earlier adulthood and subsequent health and well-being in mid- to late-life among female nurses: An outcome-wide analysis 女性护士成年早期的婚姻转变以及随后中后期的健康和幸福感:一项全结果分析
Global Epidemiology Pub Date : 2023-02-10 DOI: 10.1016/j.gloepi.2023.100099
Ying Chen , Maya B. Mathur , Brendan W. Case , Tyler J. VanderWeele
{"title":"Marital transitions during earlier adulthood and subsequent health and well-being in mid- to late-life among female nurses: An outcome-wide analysis","authors":"Ying Chen ,&nbsp;Maya B. Mathur ,&nbsp;Brendan W. Case ,&nbsp;Tyler J. VanderWeele","doi":"10.1016/j.gloepi.2023.100099","DOIUrl":"10.1016/j.gloepi.2023.100099","url":null,"abstract":"<div><p>Comparing outcomes for individuals remaining married to those for single or divorced individuals might overstate the positive effects of the decision to marry, since marriage carries an inherent risk of divorce and its associated negative outcomes. While a growing literature has examined marital transitions, confounding by past marital history remains a concern and only a limited set of outcomes have been examined. To address these issues, this study examined incident first-time marriage and incident divorce/separation in relation to multiple subsequent physical health, health behavior, psychological distress, and psychosocial well-being outcomes in a large sample of female nurses in the U.S.. Data from the Nurses' Health Study II were studied (1993 to 2015/2017 questionnaire wave, N<sub>marriage analyses</sub> = 11,830, N<sub>divorce/separation analyses</sub> = 73,018, interquartile range of baseline age = 35 to 42 years). A set of regression models were used to regress each outcome on marital transition status, adjusting for a wide range of initial health and wellbeing status in addition to other covariates. Bonferroni correction was performed to account for multiple testing. Among the initially never married, those who became married had lower mortality (RR = 0.65, 95%CI = 0.50, 0.84), lower risks of cardiovascular diseases (e.g., RR<sub>stroke</sub> = 0.64, 95%CI = 0.50, 0.82), greater psychological wellbeing and less psychological distress (e.g., ß<sub>depressive symptoms</sub> = −0.10, 95%CI = -0.15, −0.06). Among the initially married, those who became divorced/separated had lower social integration (β = −0.15, 95%CI = -0.19, −0.11), greater psychosocial distress (e.g., RR<sub>depression</sub> = 1.23, 95%CI = 1.10, 1.37), and possibly greater risks of mortality, cardiovascular diseases, and smoking. Future research could study similar questions using data from more recent cohorts, examine potential mechanisms and heterogeneity, and also examine alternative social relationship types.</p></div>","PeriodicalId":36311,"journal":{"name":"Global Epidemiology","volume":"5 ","pages":"Article 100099"},"PeriodicalIF":0.0,"publicationDate":"2023-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/fd/6e/main.PMC10445961.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10109831","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Incidence of Guillain-Barré syndrome in the world between 1985 and 2020: A systematic review 1985年至2020年世界格林-巴利综合征的发病率:一项系统综述
Global Epidemiology Pub Date : 2023-01-11 DOI: 10.1016/j.gloepi.2023.100098
Virginia Kagure Wachira , Cecília Menezes Farinasso , Roberta Borges Silva , Henry Maia Peixoto , Maria Regina Fernandes de Oliveira
{"title":"Incidence of Guillain-Barré syndrome in the world between 1985 and 2020: A systematic review","authors":"Virginia Kagure Wachira ,&nbsp;Cecília Menezes Farinasso ,&nbsp;Roberta Borges Silva ,&nbsp;Henry Maia Peixoto ,&nbsp;Maria Regina Fernandes de Oliveira","doi":"10.1016/j.gloepi.2023.100098","DOIUrl":"10.1016/j.gloepi.2023.100098","url":null,"abstract":"<div><h3>Introduction</h3><p>Guillain-Barré syndrome (GBS) is an acute inflammatory demyelinating polyradiculoneuropathy that affects the peripheral nervous system. The study aimed to describe the incidence of GBS in the world up to the year 2020.</p></div><div><h3>Methods</h3><p>A systematic review was conducted. Searches were done in four databases, PUBMED, EMBASE, EBSCO and <em>Biblioteca virtual em Saude (BVS)</em>, and in grey literature and manual search in the reference lists of eligible studies.</p></div><div><h3>Results</h3><p>A total of 72 studies were included. The incidence of GBS among the cohort studies varied from 0.30 to 6.08 cases per 100.000 habitants and 0.42 to 6.58 cases per 100.000 person-years. Among the self-controlled studies, the risk incidence ranged from 0.072 to 1 case per 100.000 habitants and 1.73 to 4.30 cases per 100.000 person-years.</p></div><div><h3>Conclusions</h3><p>The reported incidence of GBS in the world among the studies included in the review is slightly higher than that reported in previous studies. The highest incidence rates were associated with public health events of international concern.</p></div>","PeriodicalId":36311,"journal":{"name":"Global Epidemiology","volume":"5 ","pages":"Article 100098"},"PeriodicalIF":0.0,"publicationDate":"2023-01-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/4f/a8/main.PMC10445966.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10483846","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Missing pieces: People in models 缺失的部分:模型中的人
Global Epidemiology Pub Date : 2023-01-05 DOI: 10.1016/j.gloepi.2022.100096
Richard Rothenberg
{"title":"Missing pieces: People in models","authors":"Richard Rothenberg","doi":"10.1016/j.gloepi.2022.100096","DOIUrl":"10.1016/j.gloepi.2022.100096","url":null,"abstract":"","PeriodicalId":36311,"journal":{"name":"Global Epidemiology","volume":"5 ","pages":"Article 100096"},"PeriodicalIF":0.0,"publicationDate":"2023-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/05/35/main.PMC9841917.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9147118","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Colorectal cancer spatial pattern in the northeast region of São Paulo, Brazil 巴西圣保罗东北部地区结直肠癌癌症空间格局
Global Epidemiology Pub Date : 2022-12-10 DOI: 10.1016/j.gloepi.2022.100097
Adeylson Guimarães Ribeiro , Allini Mafra da Costa , Talita Fernanda Pereira , Denise Peixoto Guimarães , José Humberto Tavares Guerreiro Fregnani
{"title":"Colorectal cancer spatial pattern in the northeast region of São Paulo, Brazil","authors":"Adeylson Guimarães Ribeiro ,&nbsp;Allini Mafra da Costa ,&nbsp;Talita Fernanda Pereira ,&nbsp;Denise Peixoto Guimarães ,&nbsp;José Humberto Tavares Guerreiro Fregnani","doi":"10.1016/j.gloepi.2022.100097","DOIUrl":"10.1016/j.gloepi.2022.100097","url":null,"abstract":"<div><h3>Background</h3><p>This study examined the spatial pattern of the colorectal cancer (CRC) in the 18 municipalities that compose the Regional Health Department of Barretos (RHD-V), which is in the northeast of the state of São Paulo, Brazil.</p></div><div><h3>Methods</h3><p>All incident cases and deaths from CRC between 2002 and 2016 were included. Age-standardized rates (ASR) for incidence and mortality per 100,000 person-years were used to evaluate the spatial distribution for the total and five-year periods. The lethality rates were also assessed. Excess risk maps compared the observed and expected events. Age-standardized net survival was used to evaluate CRC survival.</p></div><div><h3>Results</h3><p>For CRC incidence, the ASR value for the general population over the entire period (2002–2016) was 17.7 (95% CI: 16.7, 18.6), ranging from 16.7 (95% CI: 14.9, 18.4) (2002–2006) to 20.0 (95% CI: 18.3, 21.7) (2012–2016) per 100,000. When males and females were compared, the ASR was 20.1 (95% CI: 18.6, 21.6) and 15.7 (95% CI: 14.5, 17.0) per 100,000, respectively. For CRC mortality (2002–2016), the ASR was 8.2 (95% CI: 7.6, 8.9), ranging from 9.0 (95% CI: 7.8, 10.3) (2002–2006) to 8.2 (95% CI: 7.2, 9.3) (2012–2016) per 100,000. Overall, the excess risk up to 2.0 was more frequent. In terms of survival, municipalities with large port populations had lower survival in comparison with medium port.</p></div><div><h3>Conclusions</h3><p>This study showed a variation in CRC incidence and mortality, with differences considering five-year periods and gender, being the incidence higher in males than females in the entire period, with mortality equivalent to half the incidence. The survival was lower in municipalities with large port populations in comparison with medium port. Knowing spatial patterns of incidence, mortality, lethality, and survival can be necessary to support policymakers to advance or implement effective cancer control programs.</p></div>","PeriodicalId":36311,"journal":{"name":"Global Epidemiology","volume":"5 ","pages":"Article 100097"},"PeriodicalIF":0.0,"publicationDate":"2022-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/4c/93/main.PMC10446010.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10483848","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Commentary: Quantifying the impact of bias to inform quality assessments in systematic reviews: The case of perchloroethylene and Non-Hodgkin's lymphoma 评论:在系统综述中量化偏差的影响以告知质量评估:全氯乙烯和非霍奇金淋巴瘤的病例。
Global Epidemiology Pub Date : 2022-12-01 DOI: 10.1016/j.gloepi.2022.100090
Matthew P. Fox , Maya B. Mathur , Ellicott C. Matthay
{"title":"Commentary: Quantifying the impact of bias to inform quality assessments in systematic reviews: The case of perchloroethylene and Non-Hodgkin's lymphoma","authors":"Matthew P. Fox ,&nbsp;Maya B. Mathur ,&nbsp;Ellicott C. Matthay","doi":"10.1016/j.gloepi.2022.100090","DOIUrl":"10.1016/j.gloepi.2022.100090","url":null,"abstract":"","PeriodicalId":36311,"journal":{"name":"Global Epidemiology","volume":"4 ","pages":"Article 100090"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/74/f0/main.PMC10445960.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10164483","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Who is responsible for global health inequalities after Covid-19? 谁应对2019冠状病毒病后的全球卫生不平等负责?
Global Epidemiology Pub Date : 2022-12-01 DOI: 10.1016/j.gloepi.2022.100081
Eric Winsberg
{"title":"Who is responsible for global health inequalities after Covid-19?","authors":"Eric Winsberg","doi":"10.1016/j.gloepi.2022.100081","DOIUrl":"10.1016/j.gloepi.2022.100081","url":null,"abstract":"","PeriodicalId":36311,"journal":{"name":"Global Epidemiology","volume":"4 ","pages":"Article 100081"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/44/28/main.PMC9472702.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10342025","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Blame or reflection? Response to Winsberg 责备还是反思?对温斯伯格的回应
Global Epidemiology Pub Date : 2022-12-01 DOI: 10.1016/j.gloepi.2022.100083
Peter Streicher , Alex Broadbent
{"title":"Blame or reflection? Response to Winsberg","authors":"Peter Streicher ,&nbsp;Alex Broadbent","doi":"10.1016/j.gloepi.2022.100083","DOIUrl":"10.1016/j.gloepi.2022.100083","url":null,"abstract":"","PeriodicalId":36311,"journal":{"name":"Global Epidemiology","volume":"4 ","pages":"Article 100083"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9473746/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"40371835","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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