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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    临床实践中迫切需要预防血清肿的新干预措施。动物模型是测试这些干预措施的关键工具;然而,在临床和动物模型结果之间仍然存在显著的翻译差距.本系统综述旨在评估用于血清瘤预防的动物模型的方法学特征和质量。进行荟萃分析以估计对照组的预期血清肿发生率,并确定典型干预措施的效果大小。我们系统地检索了所有描述诱导血清肿形成的动物模型的研究。方法论特征,偏见的风险,并对研究质量进行评估。血清瘤体积和发病率数据用于荟萃分析。总的来说,包括55项研究,42人符合荟萃分析的条件。大鼠(69%)是最常用的物种,在这些模型中,乳房切除术(50%)是主要的外科手术。尽管所有研究都存在很大的偏见风险,观察到报告质量每十年有改善的趋势.荟萃分析显示,典型对照组的平均血清瘤发生率为90%。平均干预措施使血清肿发生率减半(RR=0.49;CI0.35,0.70),血清肿体积显着减少(SMD=-3.31;CI-4.21,-2.41),尽管存在明显的异质性。总之,用于血清肿预防的动物模型表现出方法学缺陷和多种偏倚风险。实施足够有效的阳性和阴性对照组可以提高这些模型的内部有效性。需要更多的研究来进一步开发动物血清瘤模型。
    Novel interventions for seroma prevention are urgently needed in clinical practice. Animal models are pivotal tools for testing these interventions; however, a significant translational gap persists between clinical and animal model outcomes. This systematic review aims to assess the methodological characteristics and quality of animal models utilized for seroma prevention. A meta-analysis was performed to estimate the expected seroma incidence rate for control groups and determine the effect size of typical interventions. We systematically retrieved all studies describing animal models in which seroma formation was induced. Methodological characteristics, risks of bias, and study quality were assessed. Seroma volume and -incidence data were used for the meta-analysis. In total, 55 studies were included, with 42 eligible for meta-analysis. Rats (69%) were the most frequently used species, with mastectomy (50%) being the predominant surgical procedure in these models. Despite significant risks of bias across all studies, an improving trend in reporting quality per decade was observed. The meta-analysis revealed an average seroma incidence of 90% in typical control groups. The average intervention halved the seroma incidence (RR = 0.49; CI 0.35, 0.70) and significantly reduced seroma volume (SMD = -3.31; CI -4.21, -2.41), although notable heterogeneity was present. In conclusion, animal models for seroma prevention exhibit methodological flaws and multiple risks of bias. Implementing sufficiently powered positive and negative control groups could improve the internal validity of these models. More research is needed for further development of animal seroma models.
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  • 文章类型: Journal Article
    Emulsions in the form of creams, lotions, gels or foams are the most widely used personal care formulations to improve the condition and feel of the skin. Achieving an optimal balance between their performance, effectiveness and sensory profile is essential, with the sensory profile being a key factor in consumer satisfaction and the success of these products in the market. Well-established methods using highly trained and semi-trained panels (e.g. Spectrum descriptive analysis, Flash Profile method, Quantitative Descriptive Analysis method and \'Check-all-that-apply\') are available and commonly used for the sensory assessment of personal care products. Nevertheless, a common drawback among all these methods is their inherent cost, both in terms of financial resources and time requirements. In recent years, research studies have emerged to address this limitation by investigating potential correlations between tactile sensory attributes and instrumental data associated with the physical characteristics of topical formulations. In other words, significant efforts have been invested in the development of robust instrumental methods specifically designed to accurately predict the sensory description that a panel of assessors could establish. These methods are not only faster, cheaper and more objective compared to traditional sensory testing, but they can also be applied to formulations that have not undergone extensive safety and toxicological testing. This review summarizes the most relevant findings, trends and current challenges in predicting tactile sensory attributes of personal care emulsions based on instrumental parameters.
    Les émulsions sous forme de crèmes, lotions, gels ou mousses sont les formulations de soins personnels les plus largement utilisées pour améliorer l\'état et la sensation de la peau. Il est essentiel de parvenir à un équilibre parfait entre leur performance, leur efficacité et leur profil sensoriel, ce dernier étant un facteur clé de la satisfaction des consommateurs et du succès de ces produits sur le marché. Des méthodes bien établies utilisant des panels hautement qualifiés et semi‐qualifiés sont disponibles et couramment utilisées pour l\'évaluation sensorielle des produits de soins personnels. Néanmoins, un inconvénient commun à toutes ces méthodes est leur coût inhérent, tant en termes de ressources financières que de temps. Ces dernières années, nous avons assisté à l\'émergence d\'études de recherche tentant de remédier à ces limites en étudiant les corrélations potentielles entre les descripteurs sensoriels tactiles et les données instrumentales associées aux caractéristiques physiques des formulations topiques. En d\'autres termes, des efforts importants ont été déployés dans le développement de méthodes instrumentales robustes spécifiquement conçues pour prédire avec précision la description sensorielle qu\'un panel d\'évaluateurs pourrait établir. Ces méthodes sont non seulement plus rapides, moins coûteuses et plus objectives par rapport aux tests sensoriels traditionnels, mais elles peuvent également être appliquées à des formulations qui n\'ont pas été entièrement testées en termes de sécurité et de profils toxicologiques. La présente revue résume les résultats, tendances et défis actuels les plus pertinents dans la prédiction des attributs sensoriels tactiles des émulsions de soins personnels à partir de paramètres instrumentaux.
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  • 文章类型: Journal Article
    目的:颞下颌关节紊乱病(TMD)是用于描述咀嚼肌和颞下颌关节(TMJ)的病理(功能障碍和疼痛)的术语。牙科研究的出版有明显的上升趋势,需要不断提高研究质量。因此,本研究旨在分析TMD随机对照试验中样本量和效应量计算的使用.
    方法:期限限制为整整5年,即,2019年、2020年、2021年、2022年和2023年发表的论文。使用过滤器文章类型-“随机对照试验”。这些研究以两级量表进行分级:0-1。在1的情况下,计算样本量(SS)和效应量(ES)。
    结果:在整个研究样本中,58%的研究中使用了SS,而15%的研究使用ES。
    结论:质量应该随着研究的增加而提高。影响质量的一个因素是统计水平。SS和ES计算为理解作者获得的结果提供了基础。访问公式,在线计算器和软件促进了这些分析。高质量的试验为医学进步提供了坚实的基础,促进个性化疗法的发展,提供更精确和有效的治疗,增加患者康复的机会。提高TMD研究的质量,和一般的医学研究,有助于增加公众对医疗进步的信心,并提高病人护理的标准。
    OBJECTIVE: Temporomandibular disorder (TMD) is the term used to describe a pathology (dysfunction and pain) in the masticatory muscles and temporomandibular joint (TMJ). There is an apparent upward trend in the publication of dental research and a need to continually improve the quality of research. Therefore, this study was conducted to analyse the use of sample size and effect size calculations in a TMD randomised controlled trial.
    METHODS: The period was restricted to the full 5 years, i.e., papers published in 2019, 2020, 2021, 2022, and 2023. The filter article type-\"Randomized Controlled Trial\" was used. The studies were graded on a two-level scale: 0-1. In the case of 1, sample size (SS) and effect size (ES) were calculated.
    RESULTS: In the entire study sample, SS was used in 58% of studies, while ES was used in 15% of studies.
    CONCLUSIONS: Quality should improve as research increases. One factor that influences quality is the level of statistics. SS and ES calculations provide a basis for understanding the results obtained by the authors. Access to formulas, online calculators and software facilitates these analyses. High-quality trials provide a solid foundation for medical progress, fostering the development of personalized therapies that provide more precise and effective treatment and increase patients\' chances of recovery. Improving the quality of TMD research, and medical research in general, helps to increase public confidence in medical advances and raises the standard of patient care.
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  • 文章类型: Journal Article
    背景:强阿片类药物是治疗癌症相关疼痛的基石。
    目的:本研究旨在比较不同强阿片类药物治疗癌症相关疼痛的镇痛效果。
    方法:搜索PubMed和Embase的RCT,这些RCT比较了强阿片类药物治疗癌症相关疼痛的效果。进行了网络荟萃分析,并计算了基于累积腐蚀(SUCRA)的治疗等级下的相关表面。主要结果是疼痛强度(数字评定量表(NRS))和/或疼痛减轻≥50%的患者百分比,1和2-4周后。
    结果:共纳入16个RCTs(1813例)。美沙酮显示,有很高的证据确定性,在1周时治疗成功的OR增加,与吗啡相比,丁丙诺啡,芬太尼,和羟考酮,范围3.230-36.833。美沙酮成为优先治疗(ToP)的可能性最高(SUCRA0.9720)。对于芬太尼,OR较低,无论多么重要,而且具有很高的确定性。2-4周后,美沙酮再次显示出最高的可能性,然而,具有中等的确定性和不显著的OR。吗啡/美沙酮的组合,与吗啡相比,丁丙诺啡,芬太尼,氢吗啡酮,美沙酮,和羟考酮在2-4周后在-1.100和-1.528之间实现了平均NRS差异的治疗效果,并且具有最高的ToP可能性。
    结论:结果表明,美沙酮作为癌症相关疼痛的一线治疗药物可能值得进一步推广。
    BACKGROUND: Strong opioids are the cornerstone in the treatment of cancer-related pain.
    OBJECTIVE: This study aims to compare analgesic effectiveness of different strong opioids for the treatment of cancer-related pain.
    METHODS: PubMed and Embase were searched for RCTs that compared strong opioids for treatment of cancer-related pain against one another. A network meta-analysis was conducted and the related Surface Under the Cumulative RAnking (SUCRA)-based treatment ranks were calculated. Primary outcome was pain intensity (numerical rating scale (NRS)) and/or the percentage of patients with ≥50% pain reduction, after 1 and 2-4 weeks.
    RESULTS: Sixteen RCTs (1813 patients) were included. Methadone showed, with a high certainty of evidence, increased ORs for treatment success at 1 week, compared with morphine, buprenorphine, fentanyl, and oxycodone, range 3.230-36.833. Methadone had the highest likelihood to be the treatment of preference (ToP) (SUCRA 0.9720). For fentanyl, ORs were lower, however significant and with high certainty. After 2-4 weeks, methadone again showed the highest likelihood for ToP, however, with moderate certainty and nonsignificant ORs. The combination of morphine/methadone, compared with morphine, buprenorphine, fentanyl, hydromorphone, methadone, and oxycodone achieved a treatment effect of mean NRS difference after 2-4 weeks between -1.100 and -1.528 and had the highest likelihood for ToP.
    CONCLUSIONS: The results suggest that methadone possibly deserves further promotion as first-line treatment for the treatment of cancer-related pain.
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  • 文章类型: Systematic Review
    背景:炎症性肠病(IBD)关键疗法的随机对照试验(RCT)通常在完整发表之前的重要时间内作为摘要提供。经常被用来制定战略和临床处方决策。我们比较了仅出版前摘要报告及其各自的全文手稿的一致性。
    方法:对相同的RCT结果的全文手稿及其各自的出版前摘要报告,同时纳入分析的时间点.RCT在2010年至2023年之间发表了全文手稿,以治疗IBD。
    结果:我们发现了77对全文手稿及其出版前的仅摘要报告。在报告所述计划结果时存在重大不匹配(65/77匹配,p<0.001)和主要结果报告在其结果部分(67/77,p<0.001);试验注册(34/65,p<0.001);随机参与者人数(49/77,p=0.18);达到研究结束的参与者(21/71,p<0.001)和主要结果数据(40/73,p<0.001)。作者的结论一致(75/77,p=0.157)。作者没有对上述任何项目的缺失或不一致提供明确或暗示的理由。
    结论:仅摘要报告与以后的全文出版物相比,主要信息报告有限,数据差异显着。这些与患者的进一步招募或单词计数限制无关,并且从未得到解释。由于摘要经常在指南中使用,审查和利益相关者对处方的决策,强烈建议谨慎使用。需要进一步的工作来提高仅抽象作品的最低报告标准,并确保与最终发表的论文保持一致。
    BACKGROUND: Randomised controlled trials (RCTs) of key therapies in inflammatory bowel disease (IBD) are often presented and available as abstracts for significant periods of time prior to full publication, often being employed to make strategic and clinical prescribing decisions. We compared the concordance of prepublication abstract-only reports and their respective full-text manuscripts.
    METHODS: Pairs of full-text manuscripts and their respective prepublication abstract-only reports for the same RCT outcomes, at the same time point of analysis were included. The RCTs were on treatments for IBD with full-text manuscripts published between 2010 and 2023.
    RESULTS: We found 77 pairs of full-text manuscripts and their prepublication abstract-only reports. There were significant mismatches in the reporting of stated planned outcomes (65/77 matched, p<0.001) and primary outcomes reported in their results sections (67/77, p<0.001); trial registrations (34/65, p<0.001); the number of randomised participants (49/77, p=0.18); participants reaching end of study (21/71, p<0.001) and primary outcome data (40/73, p<0.001). Authors conclusions matched (75/77, p=0.157). Authors did not provide explicit or implied justifications for the absence or non-concordance for any of the above items.
    CONCLUSIONS: Abstract-only reports have consistent issues with both limited reporting of key information and significant differences in data when compared with their later full-text publications. These are not related to further recruitment of patients or word count limitations and are never explained. As abstracts are often used in guidelines, reviews and stakeholder decision-making on prescribing, caution in their use is strongly suggested. Further work is needed to enhance minimum reporting standards in abstract-only works and ensure consistency with final published papers.
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  • 文章类型: Systematic Review
    倦怠是一种具有各种健康后果的公共卫生问题,其中心血管疾病是研究最多的,但仍在争论中。我们的目的是对倦怠对心血管疾病的影响进行系统评价和荟萃分析。
    报告风险的研究(赔率比,相对风险,和危险比)在PubMed中搜索了倦怠后的心血管疾病,PsycINFO,科克伦,Embase,和科学直接。我们进行了按心血管疾病类型分层的随机效应荟萃分析,并搜索了推定的影响变量。我们使用调整最多的模型和粗略的风险进行了敏感性分析。
    我们在系统综述中纳入了25项研究,在荟萃分析中纳入了9项研究(4项横断面,4个队列,和1项病例对照研究),共26,916名参与者。使用最调整的风险时,倦怠会使心血管疾病的风险增加21%(OR=1.21,95%CI1.03至1.39),而使用粗略风险时,倦怠会使心血管疾病的风险增加27%(OR=1.27,95%CI1.10至1.43)。使用按心血管疾病类型和最调整的风险进行分层,经历倦怠后,高血压前期风险显著增加85%(OR=1.85,95%CI1.00~2.70),心血管疾病相关住院风险显著增加10%(OR=1.10,95%CI1.02~1.18),而冠心病(OR=1.79,95%CI0.79~2.79)和心肌梗死(OR=1.78,95%CI0.85~2.71)的风险增加不显著。使用粗比值比的结果也相似。职业倦怠后心血管疾病的风险不受性别影响。数据不足排除了其他元回归。
    倦怠似乎会增加心血管疾病的风险,尽管检索到的研究很少,而且因果关系被横断面研究削弱了。然而,许多研究集中在与倦怠相关的心血管风险的病理生理学上,这可能有助于在工作场所建立预防策略。
    UNASSIGNED: Burnout is a public health problem with various health consequences, among which cardiovascular disease is the most investigated but still under debate. Our objective was to conduct a systematic review and meta-analysis on the influence of burnout on cardiovascular disease.
    UNASSIGNED: Studies reporting risk (odds ratio, relative risk, and hazard ratio) of cardiovascular disease following burnout were searched in PubMed, PsycINFO, Cochrane, Embase, and ScienceDirect. We performed a random-effect meta-analysis stratified by type of cardiovascular disease and searched for putative influencing variables. We performed sensitivity analyses using the most adjusted models and crude risks.
    UNASSIGNED: We included 25 studies in the systematic review and 9 studies in the meta-analysis (4 cross-sectional, 4 cohort, and 1 case-control study) for a total of 26,916 participants. Burnout increased the risk of cardiovascular disease by 21% (OR = 1.21, 95% CI 1.03 to 1.39) using the most adjusted risks and by 27% (OR = 1.27, 95% CI 1.10 to 1.43) using crude risks. Using stratification by type of cardiovascular disease and the most adjusted risks, having experienced burnout significantly increased the risk of prehypertension by 85% (OR = 1.85, 95% CI 1.00 to 2.70) and cardiovascular disease-related hospitalization by 10% (OR = 1.10, 95% CI 1.02 to 1.18), whereas the risk increase for coronary heart disease (OR = 1.79, 95% CI 0.79 to 2.79) and myocardial infarction (OR = 1.78, 95% CI 0.85 to 2.71) was not significant. Results were also similar using crude odds ratio. The risk of cardiovascular disease after a burnout was not influenced by gender. Insufficient data precluded other meta-regressions.
    UNASSIGNED: Burnout seems to increase the risk of cardiovascular disease, despite the few retrieved studies and a causality weakened by cross-sectional studies. However, numerous studies focused on the pathophysiology of cardiovascular risk linked to burnout, which may help to build a preventive strategy in the workplace.
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  • 文章类型: Journal Article
    对外部验证ADNEX(附件中不同肿瘤形成的评估)模型以诊断卵巢癌的研究进行系统评价,并对其性能进行荟萃分析。
    外部验证研究的系统评价和荟萃分析。
    Medline,Embase,WebofScience,Scopus,和欧洲PMC,2014年10月15日至2023年5月15日。
    ADNEX性能的所有外部验证研究,任何研究设计和任何附件肿块患者的研究人群。两个独立的审阅者提取了数据。分歧通过讨论解决。根据TRIPOD(个体预后或诊断的多变量预测模型的透明报告)报告指南对研究的报告质量进行评分,以及使用PROBAST(预测模型风险偏差评估工具)的方法学行为和偏差风险。受试者工作特征曲线下面积(AUC)的随机效应荟萃分析,10%恶性肿瘤风险阈值的敏感性和特异性,在10%的恶性肿瘤风险阈值下进行净获益和相对效用。
    包括47项研究(17007例肿瘤),研究样本量中位数为261(范围24-4905)。平均而言,报告了61%的TRIPOD项目。处理丢失的数据,样本量的合理性,和模型校准很少描述。91%的验证存在高偏倚风险,主要是因为无法解释的排除了不完整的案例,小样本量,或没有校准评估。在接受手术的患者中,ADNEX与血清生物标志物区分良性和恶性肿瘤的汇总AUC为0.93(95%置信区间0.92至0.94,95%预测区间0.85至0.98)。癌抗原125(CA125),作为预测因子(9202个肿瘤,43个中心,18个国家,和21项研究)和0.93(95%置信区间0.91至0.94,95%预测区间0.85至0.98)的ADNEX没有CA125(6309肿瘤,31个中心,13个国家,和12项研究)。该模型在新中心临床使用的估计概率为95%(使用CA125)和91%(不使用CA125)。当将分析限制在低偏倚风险的研究时,总结AUC值分别为0.93(有CA125)和0.91(无CA125),模型在临床上使用的估计概率为89%(有CA125)和87%(无CA125).
    荟萃分析的结果表明,ADNEX在区分来自不同国家和地区的人群中的良性和恶性肿瘤方面表现良好,无论血清生物标志物,CA125被用作预测因子。一个关键的限制是很少评估校准。
    PROSPEROCRD42022373182。
    UNASSIGNED: To conduct a systematic review of studies externally validating the ADNEX (Assessment of Different Neoplasias in the adnexa) model for diagnosis of ovarian cancer and to present a meta-analysis of its performance.
    UNASSIGNED: Systematic review and meta-analysis of external validation studies.
    UNASSIGNED: Medline, Embase, Web of Science, Scopus, and Europe PMC, from 15 October 2014 to 15 May 2023.
    UNASSIGNED: All external validation studies of the performance of ADNEX, with any study design and any study population of patients with an adnexal mass. Two independent reviewers extracted the data. Disagreements were resolved by discussion. Reporting quality of the studies was scored with the TRIPOD (Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis) reporting guideline, and methodological conduct and risk of bias with PROBAST (Prediction model Risk Of Bias Assessment Tool). Random effects meta-analysis of the area under the receiver operating characteristic curve (AUC), sensitivity and specificity at the 10% risk of malignancy threshold, and net benefit and relative utility at the 10% risk of malignancy threshold were performed.
    UNASSIGNED: 47 studies (17 007 tumours) were included, with a median study sample size of 261 (range 24-4905). On average, 61% of TRIPOD items were reported. Handling of missing data, justification of sample size, and model calibration were rarely described. 91% of validations were at high risk of bias, mainly because of the unexplained exclusion of incomplete cases, small sample size, or no assessment of calibration. The summary AUC to distinguish benign from malignant tumours in patients who underwent surgery was 0.93 (95% confidence interval 0.92 to 0.94, 95% prediction interval 0.85 to 0.98) for ADNEX with the serum biomarker, cancer antigen 125 (CA125), as a predictor (9202 tumours, 43 centres, 18 countries, and 21 studies) and 0.93 (95% confidence interval 0.91 to 0.94, 95% prediction interval 0.85 to 0.98) for ADNEX without CA125 (6309 tumours, 31 centres, 13 countries, and 12 studies). The estimated probability that the model has use clinically in a new centre was 95% (with CA125) and 91% (without CA125). When restricting analysis to studies with a low risk of bias, summary AUC values were 0.93 (with CA125) and 0.91 (without CA125), and estimated probabilities that the model has use clinically were 89% (with CA125) and 87% (without CA125).
    UNASSIGNED: The results of the meta-analysis indicated that ADNEX performed well in distinguishing between benign and malignant tumours in populations from different countries and settings, regardless of whether the serum biomarker, CA125, was used as a predictor. A key limitation was that calibration was rarely assessed.
    UNASSIGNED: PROSPERO CRD42022373182.
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  • 文章类型: Journal Article
    背景:尽管在全髋关节置换术(THA)中越来越多地采用直接前路(DA)入路,与其他方法相比,超过一年的结果仍然存在不确定性。我们使用反向脆弱性指数(RFI)来评估文献中报道的结果的稳健性。
    方法:我们对比较DA和其他方法在THA中的植入物翻修率的随机对照试验(RCT)进行了系统评价,定义为所有与DA不同的人。我们的主要结果是RFI,衡量非重要结果变得重要所需的事件数量,DA和其他方法之间的修订率。我们还通过将RFI除以每个研究的样本量来计算反向脆弱性商(RFQ)。显示了中值和四分位间距(IQR)。
    结果:共纳入10个RCTs,共971例患者。RFI中位数为5(IQR,4至5),这表明,如果一个治疗组中的5名患者的结局逆转,研究结果将具有统计学意义。询价中位数为0.049(IQR,0.04至0.057),这表明4.9%患者的结局变化将使翻修率显着。失去随访的患者中位数为4(IQR,0至7)。在十个RCT中,6例失访患者多于各自的RFI值.
    结论:在将DA与其他THA方法进行比较的大多数研究中证明了显著的脆弱性。外科医生不应仅仅依靠P值来确定临床意义,而是使用多个指标。
    BACKGROUND: Despite increasing adoption of the direct anterior (DA) approach in total hip arthroplasty (THA), uncertainty persists regarding its outcomes beyond the 1-year mark in comparison to other approaches. We used the reverse fragility index (RFI) to evaluate the robustness of reported findings in the literature.
    METHODS: We conducted a systematic review of randomized controlled trials (RCTs) comparing implant revision rates between DA and other approaches in THA, defined as all those different from DA. Our primary outcome was the RFI, which gauges the number of events needed for a nonsignificant result to become significant, in the revision rate between DA and other approaches. We also calculated the reverse fragility quotient by dividing the RFI by each study\'s sample size. Median values and interquartile ranges (IQRs) were displayed.
    RESULTS: A total of 10 RCTs with a total of 971 patients were included. The median RFI was 5 (IQR, 4 to 5), indicating the study\'s results would be statistically significant if the outcomes of 5 patients in 1 treatment arm were reversed. The median reverse fragility quotient was 0.049 (IQR, 0.04 to 0.057), indicating that a change of outcome in 4.9% of patients would render the revision rate significant. The median number of patients lost to follow-up was 4 (IQR, 0 to 7). Of the 10 RCTs, 6 had more patients lost to follow-up than their respective RFI values.
    CONCLUSIONS: Notable fragility was evidenced in most studies comparing DA to other approaches for THA. Surgeons should not solely rely on the P value to determine clinical significance and instead use multiple metrics.
    METHODS: II.
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  • 文章类型: Journal Article
    连续血糖监测(CGM)每1至15分钟测量一次血糖水平,并广泛用于临床和研究环境。统计软件包和算法减少了手动计算CGM指标的耗时和容易出错的过程,并有助于国际共识定义的CGM指标的标准化。本系统评价的目的是总结以下方面的现有数据:(1)用于回顾性CGM数据分析的统计包和(2)这些统计包中没有的用于回顾性CGM分析的统计算法。
    于2023年9月19日在PubMed和EMBASE中进行了系统的文献检索。我们还搜索了GoogleScholar和GoogleSearch,直到2023年10月12日为止,作为灰色文献的来源,并对所包含的文献进行了参考检查。包括英语和丹麦语文章。本系统评价在PROSPERO(CRD42022378163)注册。
    筛选了总共8731个参考,包括46个参考。我们确定了23个用于CGM数据分析的统计包。统计软件包可以计算2022年CGM共识和非共识CGM指标的许多指标,和22/23(96%)的统计软件包免费提供。此外,确定了23种统计算法。统计学算法可根据内容分为三组:(1)CGM数据缩减(例如,CGM数据的聚类),(2)综合CGM结果,和(3)其他CGM指标。
    本系统综述为CGM数据的回顾性分析提供了统计软件包和统计算法内容的详细表格和文本最新描述。
    UNASSIGNED: Continuous glucose monitoring (CGM) measures glucose levels every 1 to 15 minutes and is widely used in clinical and research contexts. Statistical packages and algorithms reduce the time-consuming and error-prone process of manually calculating CGM metrics and contribute to standardizing CGM metrics defined by international consensus. The aim of this systematic review is to summarize existing data on (1) statistical packages for retrospective CGM data analysis and (2) statistical algorithms for retrospective CGM analysis not available in these statistical packages.
    UNASSIGNED: A systematic literature search in PubMed and EMBASE was conducted on September 19, 2023. We also searched Google Scholar and Google Search until October 12, 2023 as sources of gray literature and performed reference checks of the included literature. Articles in English and Danish were included. This systematic review is registered with PROSPERO (CRD42022378163).
    UNASSIGNED: A total of 8731 references were screened and 46 references were included. We identified 23 statistical packages for the analysis of CGM data. The statistical packages could calculate many metrics of the 2022 CGM consensus and non-consensus CGM metrics, and 22/23 (96%) statistical packages were freely available. Also, 23 statistical algorithms were identified. The statistical algorithms could be divided into three groups based on content: (1) CGM data reduction (eg, clustering of CGM data), (2) composite CGM outcomes, and (3) other CGM metrics.
    UNASSIGNED: This systematic review provides detailed tabular and textual up-to-date descriptions of the contents of statistical packages and statistical algorithms for retrospective analysis of CGM data.
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