randomized controlled trials

随机对照试验
  • 文章类型: Journal Article
    BACKGROUND: Dengue fever continues to pose significant health challenges globally, with recent outbreaks in Bihar, India, prompting a search for effective therapeutic interventions. This study assesses the effectiveness of Montelukast, traditionally used for asthma, in mitigating the severity of dengue fever symptoms and its progression to dengue shock syndrome (DSS).
    OBJECTIVE: To evaluate the impact of Montelukast on the prevalence of dengue warning signs and the incidence of DSS in adult patients.
    METHODS: A prospective observational study was conducted at the Indira Gandhi Institute of Medical Sciences (IGIMS), Patna, India, from August 2022 to October 2023, enrolling 500 patients diagnosed with dengue fever. Participants were divided into two groups. About 250 were treated with Montelukast and 250 received standard care. Outcomes measured included the incidence of warning signs, DSS, length of hospital stay, and 30-day mortality.
    RESULTS: The Montelukast group exhibited a 24% lower prevalence of dengue warning signs compared to the control group, with 90 out of 250 patients (36%) in the Montelukast group versus 150 out of 250 patients (60%) in the control group (p < 0.001). The incidence of DSS was significantly reduced in the Montelukast group, with 4 out of 250 patients (1.6%) compared to 21 out of 250 patients (8.4%) in the control group (odds ratio: 0.178, p < 0.001). Furthermore, Montelukast users experienced shorter hospital stays (average 4.52 days vs. 6.54 days, T-statistic: -7.59, p = 1.58×10-13) and a reduced 30-day mortality rate, with 5 out of 250 patients (2%) in the Montelukast group versus 12 out of 250 patients (5%) in the control group (p < 0.03).
    CONCLUSIONS: Montelukast significantly lowers the incidence of dengue warning signs and DSS, shortens hospital stays, and decreases mortality rates among dengue patients, supporting its potential integration into existing dengue treatment protocols. This study highlights the need for further clinical trials to confirm these findings and fully understand the therapeutic mechanisms of Montelukast in dengue management.
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  • 文章类型: Journal Article
    BACKGROUND: The outcomes of several randomized trials on extracorporeal cardiopulmonary resuscitation (ECPR) in patients with refractory out-of-hospital cardiac arrest were examined using frequentist methods, resulting in a dichotomous interpretation of results based on p-values rather than in the probability of clinically relevant treatment effects. To determine such a probability of a clinically relevant ECPR-based treatment effect on neurological outcomes, the authors of these trials performed a Bayesian meta-analysis of the totality of randomized ECPR evidence.
    METHODS: A systematic search was applied to three electronic databases. Randomized trials that compared ECPR-based treatment with conventional CPR for refractory out-of-hospital cardiac arrest were included. The study was preregistered in INPLASY (INPLASY2023120060). The primary Bayesian hierarchical meta-analysis estimated the difference in 6-month neurologically favorable survival in patients with all rhythms, and a secondary analysis assessed this difference in patients with shockable rhythms (Bayesian hierarchical random-effects model). Primary Bayesian analyses were performed under vague priors. Outcomes were formulated as estimated median relative risks, mean absolute risk differences, and numbers needed to treat with corresponding 95% credible intervals (CrIs). The posterior probabilities of various clinically relevant absolute risk difference thresholds were estimated.
    RESULTS: Three randomized trials were included in the analysis (ECPR, n = 209 patients; conventional CPR, n = 211 patients). The estimated median relative risk of ECPR for 6-month neurologically favorable survival was 1.47 (95%CrI 0.73-3.32) with a mean absolute risk difference of 8.7% (- 5.0; 42.7%) in patients with all rhythms, and the median relative risk was 1.54 (95%CrI 0.79-3.71) with a mean absolute risk difference of 10.8% (95%CrI - 4.2; 73.9%) in patients with shockable rhythms. The posterior probabilities of an absolute risk difference > 0% and > 5% were 91.0% and 71.1% in patients with all rhythms and 92.4% and 75.8% in patients with shockable rhythms, respectively.
    CONCLUSIONS: The current Bayesian meta-analysis found a 71.1% and 75.8% posterior probability of a clinically relevant ECPR-based treatment effect on 6-month neurologically favorable survival in patients with all rhythms and shockable rhythms. These results must be interpreted within the context of the reported credible intervals and varying designs of the randomized trials.
    BACKGROUND: INPLASY (INPLASY2023120060, December 14th, 2023, https://doi.org/10.37766/inplasy2023.12.0060 ).
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  • 文章类型: Journal Article
    OBJECTIVE: To evaluate the efficacy and safety of intra-articular injections of a novel aggrecan mimetic, SB-061, in subjects with knee OA.
    METHODS: This was a randomized, placebo-controlled, double-blind phase II study comparing intra-articular injections of SB-061 with placebo (isotonic saline) for 52 weeks, administered at baseline, Wk 16, and Wk 32. Eligible subjects had a KL grade of 2 or 3 on X-ray of the target knee and a WOMAC pain score ≥20 out of 50 at screening and baseline visits. Subjects having any other knee condition were excluded. Use of analgesics was prohibited, except for rescue medication. The primary endpoint was change from baseline (CFB) in WOMAC pain at Week 8. Secondary endpoints were CFB in WOMAC function and total, ICOAP, PGA, and 20-meter walk test. Exploratory endpoints included structural CFB in MRI entities.
    RESULTS: 288 subjects were randomized to SB-061 (n=145) or placebo (n=143), and 252 (87.5%) completed injections. The groups were comparable at baseline. The primary endpoint was not met, as no significant difference in the CFB of the WOMAC pain score at Week 8 between groups was observed, nor at any other time point during the study. Similarly, neither of the secondary or exploratory endpoints indicated any significant difference between groups. The frequency and type of adverse events was similar between groups. SB-061 was well-tolerated.
    CONCLUSIONS: Intra-articular injections of SB-061 administered at baseline, Wk 16, and Wk 32, over one year in subjects with knee OA was safe but did not show any statistically significant effect on knee pain nor on other symptomatic or structural entities compared to placebo.
    UNASSIGNED: 2019-004515-31.
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  • 文章类型: Journal Article
    这篇综述评估了干预成人状态焦虑(牙科治疗期间的恐惧和情绪困扰)的随机对照试验(RCT),慢性牙科(特质焦虑)或牙科恐惧症(不成比例的高特质焦虑;符合特定恐惧症的诊断标准)。系统检索了7个在线数据库。173项RCT符合纳入标准,其中67人符合14项汇总分析的资格。为了减轻口腔手术期间的状态焦虑,中度确定性证据支持使用催眠(SMD=-0.31,95CI[-0.56,-0.05]),低确定性证据支持使用苯二氮卓类药物(SMD=-0.43,[-0.74,-0.12])。关于心理治疗,减少状态焦虑的证据尚无定论,并且不支持虚拟现实暴露疗法(VRET),虚拟现实分心,音乐,芳香疗法,视频信息和针灸。为了减少特质焦虑,中度确定性证据支持使用认知行为疗法(CBT;SMD=-0.65,[-1.06,-0.24])。关于牙科恐惧症,具有低到中等确定性的证据支持采用心理治疗(SMD=-0.48,[-0.72,-0.24]),特别是CBT(SMD=-0.43,[-0.68,-0.17]),但不是VRET。这些结果表明牙齿焦虑是可控制和可治疗的。临床医生应确保干预措施符合他们在治疗期间管理急性情绪的目的,或缓解慢性焦虑和回避倾向。现有的研究差距强调了未来试验最小化偏倚和遵循CONSORT报告指南的必要性。
    This review evaluates randomized controlled trials (RCTs) intervening on adult state anxiety (fear and emotional distress during dental treatment), chronic dental (trait) anxiety or dental phobia (disproportionately high trait anxiety; meeting diagnostic criteria for specific phobia). Seven online databases were systematically searched. 173 RCTs met inclusion criteria, of which 67 qualified for 14 pooled analyses. To alleviate state anxiety during oral surgery, moderate-certainty evidence supports employing hypnosis (SMD=-0.31, 95 %CI[-0.56,-0.05]), and low-certainty evidence supports prescribing benzodiazepines (SMD=-0.43, [-0.74,-0.12]). Evidence for reducing state anxiety is inconclusive regarding psychotherapy, and does not support virtual reality exposure therapy (VRET), virtual reality distraction, music, aromatherapy, video information and acupuncture. To reduce trait anxiety, moderate-certainty evidence supports using Cognitive Behavioral Therapy (CBT; SMD=-0.65, [-1.06, -0.24]). Regarding dental phobia, evidence with low-to-moderate certainty supports employing psychotherapy (SMD=-0.48, [-0.72,-0.24]), and CBT specifically (SMD=-0.43, [-0.68,-0.17]), but not VRET. These results show that dental anxieties are manageable and treatable. Clinicians should ensure that interventions match their purpose-managing acute emotions during treatment, or alleviating chronic anxiety and avoidance tendencies. Existing research gaps underscore the necessity for future trials to minimize bias and follow CONSORT reporting guidelines.
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  • 文章类型: Journal Article
    背景:免疫疗法联合化疗已被批准为不可切除的晚期胃癌(GC)的初始治疗策略。然而,在局部晚期可切除的胃或胃食管交界部腺癌(GC/GEJC)的围手术期化疗中加入免疫治疗的疗效仍不确定.因此,我们对随机对照试验(RCTs)进行了荟萃分析,比较了围手术期免疫检查点抑制剂(ICIs)加化疗与单纯化疗在局部晚期可切除GC/GEJC患者中的有效性.
    方法:对在线数据库进行了全面搜索,以确定直到2023年11月30日发布的RCT。计算主要结局的几率(OR)和95%置信区间(CI),包括R0切除率,D2淋巴结清扫术,病理完全缓解(pCR),和治疗相关不良事件(TRAEs)。
    结果:共纳入5份RCTs(6份报告)的2718例患者纳入分析。R0切除率和D2淋巴结清扫术的合并OR表明,与ICIs联合治疗与单独化疗相比没有显着差异。然而,ICIs的添加显著提高了pCR率(OR=3.43,95%CI2.61-4.50,p<0.0001)。在任何等级的TRAE和3-4等级的TRAE的发生率中没有观察到显著差异。然而,ICIs联合治疗与任何等级irAE的发生率显着升高相关(OR=4.03,95%CI:2.70-6.00,p<0.0001),以及3-4级IRAE(OR=4.51,95%CI:2.27-8.97,p<0.0001)。
    结论:本研究是首次荟萃分析,证明与化疗相比,局部晚期GC/GEJC患者围手术期联合治疗ICIs可产生更高的pCR率。
    BACKGROUND: Immunotherapy in combination with chemotherapy has been approved as an initial treatment strategy for unresectable advanced gastric cancer (GC). However, the efficacy of adding immunotherapy to perioperative chemotherapy in locally advanced resectable gastric or gastroesophageal junction adenocarcinoma (GC/GEJC) remains uncertain. Therefore, a meta-analysis of randomized controlled trials (RCTs) was performed to compare the effectiveness of perioperative immune checkpoint inhibitors (ICIs) plus chemotherapy versus chemotherapy alone in patients with locally advanced resectable GC/GEJC.
    METHODS: A comprehensive search of online databases was conducted to identify RCTs published until November 30, 2023. Odds ratios (ORs) with 95% confidence interval (CI) were calculated for primary outcomes, including R0 resection rate, D2 lymphadenectomy, pathologic complete response (pCR), and treatment-related adverse events (TRAEs).
    RESULTS: A total of 2718 patients from five RCTs (six reports) were included in the analysis. The pooled ORs of R0 resection rate and D2 lymphadenectomy demonstrated that combination therapy with ICIs showed no significant difference compared to chemotherapy alone. However, the addition of ICIs significantly improved pCR rates (OR = 3.43, 95 % CI 2.61-4.50, p < 0.0001). There were no significant differences observed in the incidence of any grade TRAEs and grade 3-4 TRAEs. However, ICIs combination therapy was associated with significantly higher incidences of any grade irAEs (OR = 4.03, 95 % CI: 2.70-6.00, p < 0.0001), as well as grade 3-4 irAEs (OR = 4.51, 95 % CI: 2.27-8.97, p < 0.0001).
    CONCLUSIONS: This study represents the first meta-analysis to demonstrate that perioperative combination therapy with ICIs yields superior pCR rates for patients with locally advanced GC/GEJC compared to chemotherapy.
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  • 文章类型: Journal Article
    背景:人工智能(AI)医疗设备具有改变现有临床工作流程并最终改善患者预后的潜力。人工智能医疗设备已经显示出用于诊断等一系列临床任务的潜力。预测,和治疗决策,如药物剂量。有,然而,迫切需要确保这些技术对所有人口都是安全的。最近的文献表明,需要进行严格的性能误差分析,以识别诸如伪相关性的算法编码等问题(例如,受保护的特征)或可能导致患者伤害的特定故障模式。评估人工智能医疗设备的研究报告指南要求提及性能错误分析;然而,仍然缺乏对临床研究中应如何分析性能错误的理解,以及作者应该旨在发现和报告的危害。
    目的:本系统评价将评估研究AI医疗设备作为临床干预措施的随机对照试验(RCT)中AI错误和不良事件(AE)的频率和严重程度。审查还将探讨如何分析绩效错误,包括分析是否包括对子组级结果的调查。
    方法:本系统综述将确定和选择评估AI医疗设备的RCT。搜索策略将部署在MEDLINE(Ovid)中,Embase(Ovid),科克伦中部,和临床试验登记处,以确定相关论文。书目数据库中确定的RCT将与临床试验注册中心交叉引用。感兴趣的主要结果是AI错误的频率和严重程度,病人的伤害,并报告AE。RCT的质量评估将基于Cochrane偏差风险工具(RoB2)的第2版。数据分析将包括比较研究小组之间的错误率和患者伤害,在适当情况下,将对对照组和干预组的患者伤害率进行荟萃分析.
    结果:该项目于2023年2月在PROSPERO上注册。初步搜索已经完成,搜索策略是与信息专家和方法学家协商设计的。标题和摘要筛选于2023年9月开始。全文筛选正在进行中,数据收集和分析于2024年4月开始。
    结论:对人工智能医疗器械的评估显示出了有希望的结果;然而,研究报告是可变的。检测,分析,以及报告性能错误和患者危害对于可靠地评估RCT中AI医疗设备的安全性至关重要。范围搜索表明,危害的报告是可变的,通常没有提到AE。这项系统评价的结果将确定AI表现错误和患者危害的频率和严重程度,并深入了解如何分析错误以考虑整体和小组表现。
    背景:PROSPEROCRD42023387747;https://www.crd.约克。AC.uk/prospro/display_record.php?RecordID=387747。
    PRR1-10.2196/51614。
    BACKGROUND: Artificial intelligence (AI) medical devices have the potential to transform existing clinical workflows and ultimately improve patient outcomes. AI medical devices have shown potential for a range of clinical tasks such as diagnostics, prognostics, and therapeutic decision-making such as drug dosing. There is, however, an urgent need to ensure that these technologies remain safe for all populations. Recent literature demonstrates the need for rigorous performance error analysis to identify issues such as algorithmic encoding of spurious correlations (eg, protected characteristics) or specific failure modes that may lead to patient harm. Guidelines for reporting on studies that evaluate AI medical devices require the mention of performance error analysis; however, there is still a lack of understanding around how performance errors should be analyzed in clinical studies, and what harms authors should aim to detect and report.
    OBJECTIVE: This systematic review will assess the frequency and severity of AI errors and adverse events (AEs) in randomized controlled trials (RCTs) investigating AI medical devices as interventions in clinical settings. The review will also explore how performance errors are analyzed including whether the analysis includes the investigation of subgroup-level outcomes.
    METHODS: This systematic review will identify and select RCTs assessing AI medical devices. Search strategies will be deployed in MEDLINE (Ovid), Embase (Ovid), Cochrane CENTRAL, and clinical trial registries to identify relevant papers. RCTs identified in bibliographic databases will be cross-referenced with clinical trial registries. The primary outcomes of interest are the frequency and severity of AI errors, patient harms, and reported AEs. Quality assessment of RCTs will be based on version 2 of the Cochrane risk-of-bias tool (RoB2). Data analysis will include a comparison of error rates and patient harms between study arms, and a meta-analysis of the rates of patient harm in control versus intervention arms will be conducted if appropriate.
    RESULTS: The project was registered on PROSPERO in February 2023. Preliminary searches have been completed and the search strategy has been designed in consultation with an information specialist and methodologist. Title and abstract screening started in September 2023. Full-text screening is ongoing and data collection and analysis began in April 2024.
    CONCLUSIONS: Evaluations of AI medical devices have shown promising results; however, reporting of studies has been variable. Detection, analysis, and reporting of performance errors and patient harms is vital to robustly assess the safety of AI medical devices in RCTs. Scoping searches have illustrated that the reporting of harms is variable, often with no mention of AEs. The findings of this systematic review will identify the frequency and severity of AI performance errors and patient harms and generate insights into how errors should be analyzed to account for both overall and subgroup performance.
    BACKGROUND: PROSPERO CRD42023387747; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=387747.
    UNASSIGNED: PRR1-10.2196/51614.
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  • 文章类型: Journal Article
    在心力衰竭(HF)随机对照试验(RCTs)中,女性与疾病患病率相关的比例历来偏低。试验流程中的性别差异,包括提款和后续损失,可能会进一步限制结果的普遍性。
    本研究旨在评估试验流程的性别特异性报告频率,治疗功效,和HF随机对照试验中的不良事件。
    我们系统地搜索了MEDLINE,Embase,2000年至2020年在影响因子≥10的期刊上发表的HFRCTs的CINAHL。我们评估了试验流程,治疗效果,不良事件按性别分类。我们使用多变量回归来评估试验特征与性别亚组分析之间的关联。我们分析了性别特异性报告的时间趋势。
    我们纳入了224个随机对照试验,总共有228,801名参与者(28.2%为女性)。没有RCT报告按性别分类的筛查,同意,或戒断率;2例(0.9%)报告了按性别分列的随访损失。75个RCT(33.4%)进行了性别亚组分析,63例(28.3%)报告了性别-治疗相互作用。没有RCT报告性别特异性不良事件。大试验规模(比值比:13.16,95%CI:5.67-30.52;P<0.001)和器械/程序干预(比值比:5.13,95%CI:1.55-16.95;P<0.007)与性别亚组分析独立相关。在学习期间,性别亚组分析(P<0.001)和性别-治疗交互作用检验(P<0.001)增加.
    HF随机对照试验很少报告试验流程或不良事件的性别差异,也很少进行性别亚组分析。改进的按性别分列的报告可以突出试验参与中性别差异的原因和程度,并促进对治疗效果的适当推断。
    UNASSIGNED: Females are historically underenrolled in heart failure (HF) randomized controlled trials (RCTs) relative to disease prevalence. Sex differences in trial flow, including withdrawals and losses to follow up, may further limit the generalizability of results.
    UNASSIGNED: This study aimed to assess the frequency of sex-specific reporting of trial flow, treatment efficacy, and adverse events in HF RCTs.
    UNASSIGNED: We systematically searched MEDLINE, Embase, and CINAHL for HF RCTs published between 2000 and 2020 in journals with an impact factor ≥10. We assessed whether trial flow, treatment effect, and adverse events were disaggregated by sex. We used multivariable regression to assess associations between trial characteristics and sex subgroup analysis. We analyzed temporal trends in sex-specific reporting.
    UNASSIGNED: We included 224 RCTs with 228,801 total participants (28.2% female). No RCT reported sex-disaggregated screening, consent, or withdrawal rates; and 2 (0.9%) reported sex-disaggregated losses to follow-up. Seventy-five RCTs (33.4%) presented sex subgroup analysis, and 63 (28.3%) reported sex-treatment interaction. No RCT reported sex-specific adverse events. Large trial size (odds ratio: 13.16, 95% CI: 5.67-30.52; P < 0.001) and device/procedure interventions (odds ratio: 5.13, 95% CI: 1.55-16.95; P < 0.007) were independently associated with sex subgroup analysis. Over the study period, there was an increase in sex subgroup analysis (P < 0.001) and testing for sex-treatment interaction (P < 0.001).
    UNASSIGNED: HF RCTs rarely reported sex differences in trial flow or adverse events and uncommonly performed sex subgroup analysis. Improved sex-disaggregated reporting could highlight the causes and extent of sex differences in trial participation and facilitate appropriate inferences about treatment effect.
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  • 文章类型: Journal Article
    随机对照试验(RCT)影响临床决策,其数量正在增加。然而,RCT国际合作趋势和医疗保健相关行业的参与,后者可能会导致偏见,不知道。目标是确定围绕RCT的问题,并量化(1)高临床重要性期刊中RCT文章数量的变化,(2)国际合作,和(3)作者在对科学文献贡献最大的国家对RCT的商业参与。这不是对医学文献的系统回顾。这是对过去二十年趋势的描述性研究。我们从MEDLINE数据(1997-2019年)中提取了RCT文章。按作者国家/地区分组时,分析仅限于自然科学领域的10个主要国家,由自然指数2019年表定义。PubMed中的核心临床期刊(CCJ)过滤器用于识别可能与临床实践高度相关的期刊。包括来自多个国家的作者的RCT文章被用作国际合作的例子,至少有一位作者的从属关系是公司的RCT被认为有商业参与。RCT文章的年度数量增加了一倍以上(从10,360到22,384),但CCJ公布的数字基本没有变化(从2,245到2,346)。绝大多数RCT文章都有美国作者。在所研究的10个国家中,有9个国家的国际合作有所增加,这在欧洲的研究人员中尤其常见,加拿大,和澳大利亚。相比之下,中国的国际合作减少。关于商业参与,在1997年至2019年期间,具有商业参与的单一国家RCT的比例下降(美国从12.4%下降到3.8%,欧洲-加拿大-澳大利亚从2.5%到0.0%)。相比之下,具有商业参与的国际合作RCT的比例增加(美国从9.2%增加到17.6%,欧洲-加拿大-澳大利亚的比例从17.9%降至21.3%)。商业参与的最大变化是日本的12倍增长:从3%增加到36%(1997-2019)。日本也值得注意的是,从2012年到2019年,RCT文章的第一作者人数下降了28个百分点。总之,最近RCT文章数量的增加几乎完全发生在CCJ之外。因此,许多较新的RCT文章可能具有相对较低的临床相关性或影响.国际合作普遍增加,以及商业参与。后者在日本变得特别普遍,增加赞助偏见的可能性。应该评估正在进行的扭转这一趋势的努力的效果。
    Randomized controlled trials (RCTs) affect clinical decisions and their number is increasing. However, trends in international collaboration on RCTs and involvement of healthcare-related industries, the latter of which may contribute to bias, are not known. The objectives were to identify concerns surrounding RCTs, and to quantify changes in (1) the numbers of RCT articles in journals of high clinical importance, (2) international collaboration, and (3) commercial involvement in RCTs by authors in countries that contribute the most to the scientific literature. This was not a systematic review of the medical literature. It is a descriptive study of trends during the past two decades. We extracted RCT articles from MEDLINE data (1997-2019). When grouped by authors\' country, the analyses were limited to the 10 leading countries in the natural sciences, as defined by the Nature Index 2019 Annual Tables. The Core Clinical Journals (CCJ) filter in PubMed was used to identify journals that were likely to be highly relevant to clinical practice. RCT articles that included authors from multiple countries were used as examples of international collaboration, and RCTs in which at least one author\'s affiliation was corporate were considered to have commercial involvement. The annual number of RCT articles more than doubled (from 10,360 to 22,384), but the number published in the CCJ was essentially unchanged (from 2,245 to 2,346). The vast majority of RCT articles had US-based authors. International collaboration increased in nine of the 10 countries studied, and it was particularly common among researchers in Europe, Canada, and Australia. In contrast, international collaboration decreased in China. Regarding commercial involvement, between 1997 and 2019 the proportion of single-country RCTs with commercial involvement decreased (from 12.4% to 3.8% for the United States, and from 2.5% to 0.0% for Europe-Canada-Australia). In contrast, the proportion of international-collaborative RCTs with commercial involvement increased (from 9.2% to 17.6% for the United States, and from 17.9% to 21.3% for Europe-Canada-Australia). The largest change in commercial involvement was the 12-fold increase in Japan: from 3% to 36% (1997-2019). Japan was also noteworthy for its 28-percentage-point decrease in first-authorship of RCT articles from 2012 to 2019. In conclusion, recent increases in the number of RCT articles have occurred almost exclusively outside the CCJ. Thus, many newer RCT articles might have relatively low clinical relevance or impact. International collaboration has generally increased, along with commercial involvement. The latter has become particularly common in Japan, increasing the potential for sponsorship bias. The effects of ongoing attempts to reverse that trend should be evaluated.
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  • 文章类型: Editorial
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  • 文章类型: Journal Article
    手持式单导联心电图(1LECG)设备越来越多地用于房颤(AF)筛查,但是他们在现实世界中的表现并没有得到很好的理解。
    本研究的目的是量化用于前瞻性AF筛查的1LECG自动解释的诊断测试特征。
    我们计算了AliveCorKardiaMobile1LECG的诊断测试特征(AliveCor,US)采用非盲心脏病专家的算法作为黄金标准,使用由医疗助理对年龄≥65岁的参与VITAL-AF试验(NCT03515057)的基于人群的房颤筛查纳入常规初级保健的个体进行单30s示踪。
    共有14,230人(平均年龄74±7岁,60%的女性,82%的白人)有13名心脏病专家审查的31,376条线索。共有24,906条(79.6%)追踪有AliveCor对正常的解释,5,046(16.1%)未分类,797(2.5%)是可能的AF,573(1.8%)无分析。心脏病专家将808(2.6%)示踪视为AF。AliveCor可能房颤的PPV为51.7%(95%CI:47.8%-55.6%)。AliveCor正常的NPV为99.8%(95%CI:99.7%-99.8%)。AliveCor算法的总体敏感性为51.0%(95%CI:47.1%-54.9%),特异性为98.7%(95%CI:98.6%-98.9%)。AliveCor描记被解释为未分类(PPV5.9%,95%CI:5.1%-6.7%)且无分析(PPV6.5%,95%CI:4.6%-8.9%)对房颤的预测值较低,并且在老年人中越来越普遍(65-69岁为13.7%,≥85岁为28.1%,P<0.01)。
    在使用手持1L心电图进行房颤筛查的老年初级保健人群中,自动算法解释足够准确,可以排除AF的存在,但不能建立AF诊断.
    UNASSIGNED: Handheld single-lead electrocardiographic (1L ECG) devices are increasingly used for atrial fibrillation (AF) screening, but their real-world performance is not well understood.
    UNASSIGNED: The purpose of this study was to quantify the diagnostic test characteristics of 1L ECG automated interpretations for prospective AF screening.
    UNASSIGNED: We calculated the diagnostic test characteristics of the AliveCor KardiaMobile 1L ECG (AliveCor, US) algorithm using unblinded cardiologist overread as the gold standard using single 30s tracings administered by medical assistants among individuals aged ≥65 years participating in the VITAL-AF trial (NCT03515057) of population-based AF screening embedded within routine primary care.
    UNASSIGNED: A total of 14,230 individuals (mean age 74 ± 7 years, 60% women, 82% White) had 31,376 tracings reviewed by 13 cardiologists. A total of 24,906 (79.6%) tracings had an AliveCor interpretation of normal, 5,046 (16.1%) were unclassified, 797 (2.5%) were possible AF, and 573 (1.8%) were no analysis. Cardiologists read 808 (2.6%) tracings as AF. AliveCor possible AF had a PPV of 51.7% (95% CI: 47.8%-55.6%). AliveCor normal had an NPV of 99.8% (95% CI: 99.7%-99.8%). The AliveCor algorithm had an overall sensitivity of 51.0% (95% CI: 47.1%-54.9%) and a specificity of 98.7% (95% CI: 98.6%-98.9%). AliveCor tracings interpreted as unclassified (PPV 5.9%, 95% CI: 5.1%-6.7%) and no analysis (PPV 6.5%, 95% CI: 4.6%-8.9%) had low predictive values for AF and were increasingly prevalent at older ages (13.7% for age 65-69 years to 28.1% for age ≥85 years, P < 0.01).
    UNASSIGNED: In an older primary care population undergoing AF screening with handheld 1L ECGs, automated algorithm interpretations were sufficiently accurate to exclude the presence of AF but not to establish an AF diagnosis.
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