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Outcomes With a Mobile Digital Health Platform for Patients Undergoing Spine Surgery: Retrospective Analysis 脊柱手术患者使用移动数字健康平台的结果:回顾性分析
Pub Date : 2022-10-26 DOI: 10.2196/38690
Vishal Venkatraman, Elayna P Kirsch, Emily Luo, Sameer Kunte, M. Ponder, Z. Gellad, Beiyu Liu, Hui-Jie Lee, S. Jung, M. Haglund, S. Lad
Background Digital health solutions have been shown to enhance outcomes for individuals with chronic medical illnesses, but few have been validated for surgical patients. The digital health platform ManageMySurgery (MMS) has been validated for spine surgery as a feasible method for patients along their surgical journey through in-app education and completion of patient-reported outcomes surveys. Objective The aim of this study is to determine the rates of 90-day emergency room (ER) visits, readmissions, and complications in patients undergoing spine surgery using MMS compared to patients using traditional perioperative care alone. Methods Patients undergoing spine surgery at a US-based academic hospital were invited to use MMS perioperatively between December 2017 and September 2021. All patients received standard perioperative care and were classified as MMS users if they logged into the app. Demographic information and 90-day outcomes were acquired via electronic health record review. The odds ratios of having 90-day ER visits, readmissions, mild complications, and severe complications between the MMS and non-MMS groups were estimated using logistic regression models. Results A total of 1015 patients were invited, with 679 using MMS. MMS users and nonusers had similar demographics: the average ages were 57.9 (SD 12.5) years and 61.5 (SD 12.7) years, 54.1% (367/679) and 47.3% (159/336) were male, and 90.1% (612/679) and 88.7% (298/336) had commercial or Medicare insurance, respectively. Cervical fusions (559/1015, 55.07%) and single-approach lumbar fusions (231/1015, 22.76%) were the most common procedures for all patients. MMS users had a lower 90-day readmission rate (55/679, 8.1%) than did nonusers (30/336, 8.9%). Mild complications (MMS: 56/679, 8.3%; non-MMS: 32/336, 9.5%) and severe complications (MMS: 66/679, 9.7%; non-MMS: 43/336, 12.8%) were also lower in MMS users. MMS users had a lower 90-day ER visit rate (MMS: 62/679, 9.1%; non-MMS: 45/336, 13.4%). After adjustments were made for age and sex, the odds of having 90-day ER visits for MMS users were 32% lower than those for nonusers, but this difference was not statistically significant (odds ratio 0.68, 95% CI 0.45-1.02; P=.06). Conclusions This is one of the first studies to show differences in acute outcomes for people undergoing spine surgery who use a digital health app. This study found a correlation between MMS use and fewer postsurgical ER visits in a large group of spine surgery patients. A planned randomized controlled trial will provide additional evidence of whether this digital health tool can be used as an intervention to improve patient outcomes.
背景数字健康解决方案已被证明可以提高慢性疾病患者的治疗效果,但很少有人能对外科患者进行验证。通过应用内教育和完成患者报告的结果调查,数字健康平台ManageMySurgery(MMS)已被验证为脊柱手术的可行方法。目的本研究的目的是确定使用MMS进行脊柱手术的患者与单独使用传统围手术期护理的患者相比,90天急诊室(ER)就诊率、再次入院率和并发症。方法在2017年12月至2021年9月期间,邀请在美国一家学术医院接受脊柱手术的患者在围手术期使用MMS。所有患者都接受了标准的围手术期护理,如果登录该应用程序,则被归类为MMS用户。通过电子健康记录审查获得人口统计信息和90天结果。使用逻辑回归模型估计MMS组和非MMS组之间90天急诊就诊、再次入院、轻度并发症和严重并发症的比值比。结果共邀请1015名患者,其中679名患者使用MMS。MMS用户和非用户的人口统计数据相似:平均年龄分别为57.9岁(SD 12.5)和61.5岁(SD 12.7),54.1%(367/679)和47.3%(159/336)为男性,90.1%(612/679)或88.7%(298/336)拥有商业或医疗保险。宫颈融合术(559/1015,55.07%)和单路腰椎融合术(231/1015,22.76%)是所有患者最常见的手术。MMS用户的90天再入院率(55/679,8.1%)低于非MMS用户(30/336,8.9%)。MMS用户的轻度并发症(MMS:56/679,8.3%;非MMS:32/336,9.5%)和严重并发症(MMS:66/679,9.7%;非MMS:43/336,12.8%)也较低。MMS用户的90天急诊就诊率较低(MMS:62/679,9.1%;非MMS:45/336,13.4%)。在对年龄和性别进行调整后,MMS用户进行90天急诊的几率比非MMS用户低32%,但这种差异在统计学上并不显著(比值比0.68,95%CI 0.45-1.02;P=0.06)。结论这是第一批显示使用数字健康应用程序进行脊柱手术的患者急性结局差异的研究之一。这项研究发现,在一大群脊柱手术患者中,MMS的使用与术后急诊就诊次数减少之间存在相关性。一项计划中的随机对照试验将提供额外的证据,证明这种数字健康工具是否可以用作改善患者预后的干预措施。
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引用次数: 1
Incidence of Postoperative Pain at 7 Days After Day Surgery Reported Using a Text Messaging Platform: Retrospective Observational Study. 使用短信平台报道术后7天的术后疼痛发生率:回顾性观察研究
Pub Date : 2022-10-25 DOI: 10.2196/33276
Vincent Compère, Alban Mauger, Etienne Allard, Thomas Clavier, Jean Selim, Emmanuel Besnier

Background: The most frequent complication observed after ambulatory surgery is acute postoperative pain.

Objective: The purpose of this study was to evaluate the late incidence of postoperative pain at 7 days after day surgery.

Methods: We retrospectively included patients who underwent day surgery under general or regional anesthesia and those who underwent local anesthesia in Rouen University Hospital from January 2018 to February 2020. Data collected were moderate-to-severe pain reports defined as numeric rating scale (NRS)>3/10 at 1 day (secondary end point) and 7 days (primary end point) after surgery. These data were collected using a semi-intelligent SMS text messaging platform to follow up with the patient at home after ambulatory surgery. Univariate and multivariate analyses were performed to analyze the risk factors for pain.

Results: We analyzed 6099 patients. On the day after the surgery, 5.2% (318/6099) of the patients presented with moderate-to-severe pain: 5.9% (248/4187) in the general or regional anesthesia group and 3.7% (70/1912) in the local anesthesia group. At 7 days after the surgery, 18.6% (1135/6099) of the patients presented with moderate-to-severe pain, including 21.3% (892/4187) of the patients in the general or regional anesthesia group and 12.7% (243/1912) of the patients in the local anesthesia group. General surgery (odds ratio [OR] 1.54, 95% CI 1.23-1.92; P<.01) and orthopedic surgery (OR 1.66, 95% CI 1.42-1.94; P<.01) were associated with more late postoperative pain risk. Male gender (OR 0.66, 95% CI 0.57-0.76; P<.01), ophthalmology surgery (OR 0.51, 95% CI 0.42-0.62; P<.01), and gynecologic surgery (OR 0.67, 95% CI 0.50-0.88; P=.01) were associated with less late postoperative pain risk. The rate of emergency consultation or rehospitalization at 7 days after the surgery was 11.1% (679/6099). Late postoperative pain (OR 2.54, 95% CI 1.98-3.32; P<.001), general surgery (OR 2.15, 95% CI 1.65-2.81; P<.001), and urology surgery (OR 1.62, 95% CI 1.06-2.43; P=.02) increased the risk of emergency consultation or rehospitalization. Orthopedic surgery (OR 0.79, 95% CI 0.63-0.99; P=.04) and electroconvulsive therapy (OR 0.43, 95% CI 0.27-0.65; P<.001) were associated with less rates of emergency consultation or rehospitalization.

Conclusions: Our study shows that postoperative pain at 7 days after ambulatory surgery was reported in more than 18% of the cases, which was also associated with an increase in the emergency consultation or rehospitalization rates.

背景:门诊手术后最常见的并发症是急性术后疼痛。目的:本研究的目的是评估日间手术后7天后期疼痛的发生率。方法:回顾性纳入2018年1月至2020年2月在鲁昂大学医院接受全麻或区域麻醉日间手术和局麻手术的患者。收集的数据为手术后1天(次要终点)和7天(主要终点)的数值评定量表(NRS)>3/10的中至重度疼痛报告。这些数据是通过半智能短信平台收集的,用于门诊手术后患者在家随访。进行单因素和多因素分析,分析疼痛的危险因素。结果:我们分析了6099例患者。术后1天,5.2%(318/6099)的患者出现中至重度疼痛,其中全麻组5.9%(248/4187),局麻组3.7%(70/1912)。术后7天,18.6%(1135/6099)的患者出现中至重度疼痛,其中全麻组和局麻组分别占21.3%(892/4187)和12.7%(243/1912)。普外科(优势比[OR] 1.54, 95% CI 1.23-1.92;结论:我们的研究表明,超过18%的病例报告了门诊手术后7天的术后疼痛,这也与急诊咨询或再住院率的增加有关。
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引用次数: 0
Definition and Classification of Postoperative Complications After Cardiac Surgery: Pilot Delphi Study. 心脏手术后并发症的定义和分类:试点德尔菲研究。
Pub Date : 2022-10-12 DOI: 10.2196/39907
Linda Lapp, Matt-Mouley Bouamrane, Marc Roper, Kimberley Kavanagh, Stefan Schraag

Background: Postoperative complications following cardiac surgery are common and represent a serious burden to health services and society. However, there is a lack of consensus among experts on what events should be considered as a "complication" and how to assess their severity.

Objective: This study aimed to consult domain experts to pilot the development of a definition and classification system for complications following cardiac surgery with the goal to allow the progression of standardized clinical processes and systems in cardiac surgery.

Methods: We conducted a Delphi study, which is a well-established method to reach expert consensus on complex topics. We sent 2 rounds of surveys to domain experts, including cardiac surgeons and anesthetists, to define and classify postoperative complications following cardiac surgery. The responses to open-ended questions were analyzed using a thematic analysis framework.

Results: In total, 71 and 37 experts' opinions were included in the analysis in Round 1 and Round 2 of the study, respectively. Cardiac anesthetists and cardiac critical care specialists took part in the study. Cardiac surgeons did not participate. Experts agreed that a classification for postoperative complications for cardiac surgery is useful, and consensus was reached for the generic definition of a postoperative complication in cardiac surgery. Consensus was also reached on classification of complications according to the following 4 levels: "Mild," "Moderate," "Severe," and "Death." Consensus was also reached on definitions for "Mild" and "Severe" categories of complications.

Conclusions: Domain experts agreed on the definition and classification of complications in cardiac surgery for "Mild" and "Severe" complications. The standardization of complication identification, recording, and reporting in cardiac surgery should help the development of quality benchmarks, clinical audit, care quality assessment, resource planning, risk management, communication, and research.

背景:心脏手术后并发症是常见的,是卫生服务和社会的严重负担。然而,对于哪些事件应被视为“并发症”以及如何评估其严重性,专家之间缺乏共识。目的:本研究旨在咨询领域专家,以试点心脏手术后并发症的定义和分类系统的发展,目标是允许心脏手术标准化临床过程和系统的进展。方法:我们进行了德尔菲研究,这是一个行之有效的方法,以达成专家共识的复杂问题。我们向包括心脏外科医生和麻醉师在内的领域专家发送了两轮调查,以定义和分类心脏手术后的并发症。使用主题分析框架对开放式问题的回答进行分析。结果:在研究的第一轮和第二轮中,共有71条和37条专家意见被纳入分析。心脏麻醉师和心脏重症监护专家参与了这项研究。心脏外科医生没有参与。专家们一致认为,心脏手术术后并发症的分类是有用的,并就心脏手术术后并发症的通用定义达成了共识。按照“轻度”、“中度”、“重度”和“死亡”4个级别对并发症进行分类也达成了共识。对“轻度”和“重度”并发症的定义也达成了共识。结论:领域专家对心脏手术并发症的“轻度”和“重度”的定义和分类达成一致。心脏外科并发症识别、记录和报告的标准化应有助于制定质量基准、临床审计、护理质量评估、资源规划、风险管理、沟通和研究。
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引用次数: 1
Demonstration and Performance Evaluation of Two Novel Algorithms for Removing Artifacts From Automated Intraoperative Temperature Data Sets: Multicenter, Observational, Retrospective Study. 从自动术中体温数据集中去除伪影的两种新算法的演示和性能评估:多中心、观察性、回顾性研究。
Pub Date : 2022-10-05 DOI: 10.2196/37174
Amit Bardia, Ranjit Deshpande, George Michel, David Yanez, Feng Dai, Nathan L Pace, Kevin Schuster, Michael R Mathis, Sachin Kheterpal, Robert B Schonberger

Background: The automated acquisition of intraoperative patient temperature data via temperature probes leads to the possibility of producing a number of artifacts related to probe positioning that may impact these probes' utility for observational research.

Objective: We sought to compare the performance of two de novo algorithms for filtering such artifacts.

Methods: In this observational retrospective study, the intraoperative temperature data of adults who received general anesthesia for noncardiac surgery were extracted from the Multicenter Perioperative Outcomes Group registry. Two algorithms were developed and then compared to the reference standard-anesthesiologists' manual artifact detection process. Algorithm 1 (a slope-based algorithm) was based on the linear curve fit of 3 adjacent temperature data points. Algorithm 2 (an interval-based algorithm) assessed for time gaps between contiguous temperature recordings. Sensitivity and specificity values for artifact detection were calculated for each algorithm, as were mean temperatures and areas under the curve for hypothermia (temperatures below 36 C) for each patient, after artifact removal via each methodology.

Results: A total of 27,683 temperature readings from 200 anesthetic records were analyzed. The overall agreement among the anesthesiologists was 92.1%. Both algorithms had high specificity but moderate sensitivity (specificity: 99.02% for algorithm 1 vs 99.54% for algorithm 2; sensitivity: 49.13% for algorithm 1 vs 37.72% for algorithm 2; F-score: 0.65 for algorithm 1 vs 0.55 for algorithm 2). The areas under the curve for time × hypothermic temperature and the mean temperatures recorded for each case after artifact removal were similar between the algorithms and the anesthesiologists.

Conclusions: The tested algorithms provide an automated way to filter intraoperative temperature artifacts that closely approximates manual sorting by anesthesiologists. Our study provides evidence demonstrating the efficacy of highly generalizable artifact reduction algorithms that can be readily used by observational studies that rely on automated intraoperative data acquisition.

背景:通过体温探针自动获取术中患者体温数据可能会产生一些与探针定位相关的伪影,这可能会影响这些探针在观察研究中的应用:我们试图比较两种过滤伪影的全新算法的性能:在这项观察性回顾研究中,我们从多中心围手术期结果小组登记处提取了接受全身麻醉的非心脏手术成人的术中体温数据。研究人员开发了两种算法,并将其与参考标准--麻醉医师的人工假象检测过程进行了比较。算法 1(基于斜率的算法)基于 3 个相邻温度数据点的线性曲线拟合。算法 2(基于时间间隔的算法)对连续体温记录之间的时间间隔进行评估。计算了每种算法检测伪影的灵敏度和特异性值,以及通过每种方法去除伪影后每名患者的平均温度和低体温(温度低于 36 C )曲线下的面积:共分析了 200 份麻醉记录中的 27,683 个体温读数。麻醉师之间的总体一致率为 92.1%。两种算法的特异性都很高,但灵敏度一般(特异性:算法 1 为 99.02%,算法 2 为 99.54%;灵敏度:算法 1 为 49.13%,算法 2 为 37.72%;F 评分:算法 1 为 0.65,算法 2 为 0.55)。时间×低体温的曲线下面积和去除伪影后每个病例记录的平均温度在算法和麻醉师之间相似:测试的算法提供了一种自动过滤术中体温伪影的方法,与麻醉医师的人工分类非常接近。我们的研究提供了证据,证明了具有高度通用性的减少伪影算法的有效性,这些算法可随时用于依赖自动术中数据采集的观察研究。
{"title":"Demonstration and Performance Evaluation of Two Novel Algorithms for Removing Artifacts From Automated Intraoperative Temperature Data Sets: Multicenter, Observational, Retrospective Study.","authors":"Amit Bardia, Ranjit Deshpande, George Michel, David Yanez, Feng Dai, Nathan L Pace, Kevin Schuster, Michael R Mathis, Sachin Kheterpal, Robert B Schonberger","doi":"10.2196/37174","DOIUrl":"10.2196/37174","url":null,"abstract":"<p><strong>Background: </strong>The automated acquisition of intraoperative patient temperature data via temperature probes leads to the possibility of producing a number of artifacts related to probe positioning that may impact these probes' utility for observational research.</p><p><strong>Objective: </strong>We sought to compare the performance of two de novo algorithms for filtering such artifacts.</p><p><strong>Methods: </strong>In this observational retrospective study, the intraoperative temperature data of adults who received general anesthesia for noncardiac surgery were extracted from the Multicenter Perioperative Outcomes Group registry. Two algorithms were developed and then compared to the reference standard-anesthesiologists' manual artifact detection process. Algorithm 1 (a slope-based algorithm) was based on the linear curve fit of 3 adjacent temperature data points. Algorithm 2 (an interval-based algorithm) assessed for time gaps between contiguous temperature recordings. Sensitivity and specificity values for artifact detection were calculated for each algorithm, as were mean temperatures and areas under the curve for hypothermia (temperatures below 36 C) for each patient, after artifact removal via each methodology.</p><p><strong>Results: </strong>A total of 27,683 temperature readings from 200 anesthetic records were analyzed. The overall agreement among the anesthesiologists was 92.1%. Both algorithms had high specificity but moderate sensitivity (specificity: 99.02% for algorithm 1 vs 99.54% for algorithm 2; sensitivity: 49.13% for algorithm 1 vs 37.72% for algorithm 2; F-score: 0.65 for algorithm 1 vs 0.55 for algorithm 2). The areas under the curve for time × hypothermic temperature and the mean temperatures recorded for each case after artifact removal were similar between the algorithms and the anesthesiologists.</p><p><strong>Conclusions: </strong>The tested algorithms provide an automated way to filter intraoperative temperature artifacts that closely approximates manual sorting by anesthesiologists. Our study provides evidence demonstrating the efficacy of highly generalizable artifact reduction algorithms that can be readily used by observational studies that rely on automated intraoperative data acquisition.</p>","PeriodicalId":73557,"journal":{"name":"JMIR perioperative medicine","volume":"5 1","pages":"e37174"},"PeriodicalIF":0.0,"publicationDate":"2022-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9591708/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9150283","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
The Impact of a Text Messaging Service (Tonsil-Text-To-Me) on Pediatric Perioperative Tonsillectomy Outcomes: Cohort Study With a Historical Control Group. 短信服务(Tonsil-Text-To-Me)对小儿扁桃体切除术围手术期结果的影响:与历史对照组的队列研究。
Pub Date : 2022-09-20 DOI: 10.2196/39617
Lori Wozney, Negar Vakili, Jill Chorney, Alexander Clark, Paul Hong
<p><strong>Background: </strong>Tonsillectomy is a common pediatric surgical procedure performed in North America. Caregivers experience complex challenges in preparing for their child's surgery and coordinating care at home and, consequently, could benefit from access to educational resources. A previous feasibility study of Tonsil-Text-To-Me, an automated SMS text messaging service that sends 15 time-sensitive activity reminders, links to nutrition and hydration tips, pain management strategies, and guidance on monitoring for complications, showed promising results, with high levels of caregiver satisfaction and engagement.</p><p><strong>Objective: </strong>This study aimed to pilot-test Tonsil-Text-To-Me in a real-world context to determine whether and how it might improve perioperative experiences and outcomes for caregivers and patients.</p><p><strong>Methods: </strong>Caregivers of children aged 3 to 14 years undergoing tonsillectomy were included. Data from a historical control group and an intervention group with the same study parameters (eg, eligibility criteria and surgery team) were compared. Measures included the Parenting Self-Agency Measure, General Health Questionnaire-12, Parents' Postoperative Pain Measure, Client Satisfaction Questionnaire-8, and engagement analytics, as well as analgesic consumption, pain, child activity level, and health service use. Data were collected on the day before surgery, 3 days after surgery, and 14 days after surgery. Participants in the intervention group received texts starting 2 weeks before surgery up to the eighth day after surgery. Descriptive and inferential statistics were used.</p><p><strong>Results: </strong>In total, 51 caregivers (n=32, 63% control; n=19, 37% intervention) who were predominately women (49/51, 96%), White (48/51, 94%), and employed (42/51, 82%) participated. Intervention group caregivers had a statistically significant positive difference in Parenting Self-Agency Measure scores (P=.001). The mean postoperative pain scores were higher for the control group (mean 10.0, SD 3.1) than for the intervention group (mean 8.5, SD 3.7), both of which were still above the 6/15 threshold for clinically significant pain; however, the difference was not statistically significant (t<sub>39</sub>=1.446; P=.16). Other positive but nonsignificant trends for the intervention group compared with the control group were observed for the highest level of pain (t<sub>39</sub>=0.882; P=.38), emergency department visits (χ<sup>2</sup><sub>2</sub>=1.3; P=.52; Cramer V=0.19), and other measures. Engagement with resources linked in the texts was moderate, with all but 1 being clicked on for viewing at least once by 79% (15/19) of the participants. Participants rated the intervention as highly satisfactory across all 8 dimensions of the Client Satisfaction Questionnaire (mean 29.4, SD 3.2; out of a possible value of 32.0).</p><p><strong>Conclusions: </strong>This cohort study with a historical control
背景:扁桃体切除术是北美常见的儿科外科手术。护理人员在为孩子准备手术和协调家庭护理方面面临着复杂的挑战,因此,他们可以从教育资源中获益。Tonsil-Text-To-Me 是一种自动短信服务,可发送 15 个具有时间敏感性的活动提醒、营养和水合提示链接、疼痛管理策略以及并发症监测指导:本研究旨在对 "扁桃体-文本-我 "进行实际试点测试,以确定它是否以及如何改善护理人员和患者的围手术期体验和结果:研究对象包括接受扁桃体切除术的 3 至 14 岁儿童的护理人员。比较了历史对照组和具有相同研究参数(如资格标准和手术团队)的干预组的数据。测量指标包括父母自我能力测量、一般健康问卷-12、父母术后疼痛测量、客户满意度问卷-8、参与度分析,以及镇痛剂消耗、疼痛、儿童活动水平和医疗服务使用情况。数据收集时间为手术前一天、手术后 3 天和手术后 14 天。干预组的参与者从手术前两周开始收到短信,直至手术后第八天。采用了描述性和推论性统计方法:共有 51 名护理人员(32 人,63% 为对照组;19 人,37% 为干预组)参加了此次活动,她们主要为女性(49/51,96%)、白人(48/51,94%)和在职者(42/51,82%)。干预组护理人员的育儿自理能力测量得分与干预组有显著的统计学差异(P=.001)。对照组的术后疼痛平均得分(平均 10.0 分,标准差 3.1 分)高于干预组(平均 8.5 分,标准差 3.7 分),两者均仍高于临床显著疼痛的 6/15 分临界值;但差异无统计学意义(t39=1.446;P=0.16)。与对照组相比,干预组在最高疼痛程度(t39=0.882;P=.38)、急诊就诊率(χ22=1.3;P=.52;Cramer V=0.19)和其他指标方面也出现了其他积极但不显著的趋势。参与者对文本中链接的资源的参与度一般,除 1 个资源外,79%(15/19)的参与者都至少点击浏览过一次。在客户满意度问卷的所有 8 个方面,参与者对干预措施的满意度都很高(平均 29.4,标准差 3.2;满分 32.0):这项以历史对照组为对象的队列研究发现,Tonsil-Text-To-Me 对护理人员的围手术期护理体验产生了积极影响。在解释研究结果时,应考虑样本量较小以及 COVID-19 对研究设计的影响不明确等因素。有必要进行样本量更大的对照试验,以评估旨在为扁桃体切除手术患儿护理人员提供支持的短信干预措施。
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引用次数: 0
Long-Term Postoperative Pain Prediction Using Higher-Order Singular Value Decomposition of Intraoperative Physiological Responses: Prospective Cohort Study. 利用术中生理反应的高阶奇异值分解预测术后长期疼痛:前瞻性队列研究。
Pub Date : 2022-09-14 DOI: 10.2196/37104
Raheleh Baharloo, Jose Principe, Parisa Rashidi, Patrick Tighe

Background: Long-term postoperative pain (POP) and patient responses to pain relief medications are not yet fully understood. Although recent studies have developed an index for the nociception level of patients under general anesthesia based on multiple physiological parameters, it remains unclear whether these parameters correlate with long-term POP outcomes.

Objective: This study aims to extract unbiased and interpretable descriptions of how the dynamics of physiological parameters change over time and across patients in response to surgical procedures and intraoperative medications using a multivariate-temporal analysis. We demonstrated that there is an association (correlation) between the main features of intraoperative physiological responses and long-term POP, which has a predictive value, even without claiming causality.

Methods: We proposed a complex higher-order singular value decomposition method to accurately decompose patients' physiological responses into multivariate structures evolving over time. We used intraoperative vital signs of 175 patients from a mixed surgical cohort to extract three interconnected, low-dimensional, complex-valued descriptions of patients' physiological responses: multivariate factors, reflecting subphysiological parameters; temporal factors, reflecting common intrasurgery temporal dynamics; and patients' factors, describing interpatient changes in physiological responses.

Results: Adoption of the complex higher-order singular value decomposition method allowed us to clarify the dynamic correlation structure included in the intraoperative physiological responses. Instantaneous phases of the complex-valued physiological responses of 242 patients within the subspace of principal descriptors enabled us to discriminate between mild and not-mild (moderate-severe) levels of pain at postoperative days 30 and 90. Following rotation of physiological responses before projection to align with the common multivariate-temporal dynamic, the method achieved an area under curve for postoperative day 30 and 90 outcomes of 0.81 and 0.89 for thoracic surgery, 0.87 and 0.83 for orthopedic surgery, 0.87 and 0.88 for urological surgery, 0.86 and 1 for colorectal surgery, 1 and 1 for transplant surgery, and 0.83 and 0.92 for pancreatic surgery, respectively.

Conclusions: By categorizing patients into different surgical groups, we identified significant surgery-related principal descriptors. Each of them potentially encodes different surgical stimulation. The dynamics of patients' physiological responses to these surgical events were linked to long-term POP development.

背景:长期术后疼痛(POP)和患者对止痛药物的反应尚未完全了解。尽管最近的研究基于多种生理参数建立了全麻患者伤害感觉水平的指数,但这些参数是否与长期POP结果相关尚不清楚。目的:本研究旨在通过多变量-时间分析,提取无偏倚和可解释的生理参数动态如何随时间和患者对外科手术和术中药物的反应而变化的描述。我们证明术中生理反应的主要特征与长期POP之间存在关联,即使没有因果关系,也具有预测价值。方法:提出一种复杂的高阶奇异值分解方法,将患者的生理反应准确分解为随时间变化的多元结构。我们使用175例混合手术队列患者的术中生命体征来提取患者生理反应的三个相互关联、低维、复杂值描述:反映亚生理参数的多变量因素;时间因素,反映常见的术中时间动态;以及患者因素,描述了患者间生理反应的变化。结果:采用复杂高阶奇异值分解方法,明确了术中生理反应的动态相关结构。242例患者在主要描述符子空间内的复杂值生理反应的瞬时阶段使我们能够区分术后30天和90天的轻度和非轻度(中度-重度)疼痛水平。在投影前对生理反应进行旋转,以与常见的多变量-时间动态相一致,该方法在术后第30天和第90天的结果曲线下面积分别为0.81和0.89,胸外科为0.87和0.83,泌尿外科为0.87和0.88,结肠直肠手术为0.86和1,移植手术为1和1,胰腺手术为0.83和0.92。结论:通过将患者分为不同的手术组,我们确定了与手术相关的重要主要描述符。每一个都可能编码不同的手术刺激。患者对这些手术事件的生理反应动态与长期的POP发展有关。
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引用次数: 0
The Reduction in Medical Errors on Implementing an Intensive Care Information System in a Setting Where a Hospital Electronic Medical Record System is Already in Use: Retrospective Analysis. 在已经使用医院电子病历系统的情况下实施重症监护信息系统减少医疗差错:回顾性分析。
Pub Date : 2022-08-31 DOI: 10.2196/39782
Yusuke Seino, Nobuo Sato, Masafumi Idei, Takeshi Nomura

Background: Although the various advantages of clinical information systems in intensive care units (ICUs), such as intensive care information systems (ICISs), have been reported, their role in preventing medical errors remains unclear.

Objective: This study aimed to investigate the changes in the incidence and type of errors in the ICU before and after ICIS implementation in a setting where a hospital electronic medical record system is already in use.

Methods: An ICIS was introduced to the general ICU of a university hospital. After a step-by-step implementation lasting 3 months, the ICIS was used for all patients starting from April 2019. We performed a retrospective analysis of the errors in the ICU during the 6-month period before and after ICIS implementation by using data from an incident reporting system, and the number, incidence rate, type, and patient outcome level of errors were determined.

Results: From April 2018 to September 2018, 755 patients were admitted to the ICU, and 719 patients were admitted from April 2019 to September 2019. The number of errors was 153 in the 2018 study period and 71 in the 2019 study period. The error incidence rates in 2018 and 2019 were 54.1 (95% CI 45.9-63.4) and 27.3 (95% CI 21.3-34.4) events per 1000 patient-days, respectively (P<.001). During both periods, there were no significant changes in the composition of the types of errors (P=.16), and the most common type of error was medication error.

Conclusions: ICIS implementation was temporally associated with a 50% reduction in the number and incidence rate of errors in the ICU. Although the most common type of error was medication error in both study periods, ICIS implementation significantly reduced the number and incidence rate of medication errors.

Trial registration: University Hospital Medical Information Network Clinical Trials Registry UMIN000041471; https://center6.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000047345.

背景:尽管重症监护病房(icu)的临床信息系统(如重症监护信息系统(ICISs))具有各种优势,但它们在预防医疗差错方面的作用仍不清楚。目的:本研究旨在探讨在医院电子病历系统已投入使用的情况下,实施ICIS前后ICU差错发生率和差错类型的变化。方法:将ICIS应用于某大学医院普通ICU。经过3个月的逐步实施,ICIS从2019年4月开始用于所有患者。我们利用事件报告系统的数据,对ICIS实施前后6个月期间ICU的错误进行回顾性分析,并确定错误的数量、发生率、类型和患者结局水平。结果:2018年4月至2018年9月,ICU收治755例患者;2019年4月至2019年9月,ICU收治719例患者。在2018年的研究期间,错误次数为153次,在2019年的研究期间为71次。2018年和2019年的错误发生率分别为每1000患者日54.1 (95% CI 45.9-63.4)和27.3 (95% CI 21.3-34.4)事件(p结论:ICIS的实施与ICU错误数量和发生率降低50%暂时相关。虽然在两个研究期间最常见的错误类型是用药错误,但ICIS的实施显著降低了用药错误的数量和发生率。试验注册:大学医院医学信息网临床试验注册中心UMIN000041471;https://center6.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000047345。
{"title":"The Reduction in Medical Errors on Implementing an Intensive Care Information System in a Setting Where a Hospital Electronic Medical Record System is Already in Use: Retrospective Analysis.","authors":"Yusuke Seino,&nbsp;Nobuo Sato,&nbsp;Masafumi Idei,&nbsp;Takeshi Nomura","doi":"10.2196/39782","DOIUrl":"https://doi.org/10.2196/39782","url":null,"abstract":"<p><strong>Background: </strong>Although the various advantages of clinical information systems in intensive care units (ICUs), such as intensive care information systems (ICISs), have been reported, their role in preventing medical errors remains unclear.</p><p><strong>Objective: </strong>This study aimed to investigate the changes in the incidence and type of errors in the ICU before and after ICIS implementation in a setting where a hospital electronic medical record system is already in use.</p><p><strong>Methods: </strong>An ICIS was introduced to the general ICU of a university hospital. After a step-by-step implementation lasting 3 months, the ICIS was used for all patients starting from April 2019. We performed a retrospective analysis of the errors in the ICU during the 6-month period before and after ICIS implementation by using data from an incident reporting system, and the number, incidence rate, type, and patient outcome level of errors were determined.</p><p><strong>Results: </strong>From April 2018 to September 2018, 755 patients were admitted to the ICU, and 719 patients were admitted from April 2019 to September 2019. The number of errors was 153 in the 2018 study period and 71 in the 2019 study period. The error incidence rates in 2018 and 2019 were 54.1 (95% CI 45.9-63.4) and 27.3 (95% CI 21.3-34.4) events per 1000 patient-days, respectively (P<.001). During both periods, there were no significant changes in the composition of the types of errors (P=.16), and the most common type of error was medication error.</p><p><strong>Conclusions: </strong>ICIS implementation was temporally associated with a 50% reduction in the number and incidence rate of errors in the ICU. Although the most common type of error was medication error in both study periods, ICIS implementation significantly reduced the number and incidence rate of medication errors.</p><p><strong>Trial registration: </strong>University Hospital Medical Information Network Clinical Trials Registry UMIN000041471; https://center6.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000047345.</p>","PeriodicalId":73557,"journal":{"name":"JMIR perioperative medicine","volume":" ","pages":"e39782"},"PeriodicalIF":0.0,"publicationDate":"2022-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9475405/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"40696370","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
In-hospital Enrollment Into an Electronic Patient Portal Results in Improved Follow-up After Orthopedic Surgery: Cluster Randomized Controlled Trial. 在医院登记进入电子患者门户可以改善骨科手术后的随访:整群随机对照试验。
Pub Date : 2022-08-11 DOI: 10.2196/37148
Abhiram R Bhashyam, Mira Bansal, Madeline M McGovern, Quirine M J van der Vliet, Marilyn Heng

Background: Electronic patient portal (EPP) use is associated with lower no-show rates and increased patient satisfaction. However, there are disparities in enrollment into these communication platforms.

Objective: We hypothesized that guided inpatient enrollment into an EPP would improve clinical follow-up and EPP use rates for patients who underwent orthopedic surgery compared to the usual practice of providing information in the discharge summary.

Methods: We performed a randomized controlled trial of 229 adult patients who were admitted to the hospital for an orthopedic condition that required a 3-month follow-up visit. Patients were cluster-randomized by week to either the control or intervention group. The control group received information on how to enroll into and use the EPP in their discharge paperwork, whereas the intervention group was actively enrolled and taught how to use the EPP. At 3 months postdischarge, the patients were followed to see if they attended their follow-up appointment or used the EPP.

Results: Of the 229 patients, 83% (n=190) presented for follow-up at 3 months (control: 93/116, 80.2%; intervention: 97/113, 85.8%; P=.25). The likelihood of EPP use was significantly higher in the intervention group (control: 19/116, 16.4%; intervention: 70/113, 62%; odds ratio [OR] 8.3, 95% CI 4.5-15.5; P<.001). Patients in the intervention group who used the EPP were more likely to present for postsurgical follow-up (OR 3.59, 95% CI 1.28-10.06; P=.02).

Conclusions: The inpatient enrollment of patients who underwent orthopedic surgery into an EPP increased EPP use but did not independently result in enhanced follow-up. Patients who were enrolled as inpatients and subsequently used the portal had the highest likelihood of 3-month follow-up.

Trial registration: ClinicalTrials.gov NCT03431259; https://clinicaltrials.gov/ct2/show/NCT03431259.

背景:电子患者门户(EPP)的使用与较低的缺勤率和较高的患者满意度相关。然而,这些交流平台的注册人数存在差异。目的:我们假设,与通常在出院总结中提供信息的做法相比,指导住院患者加入EPP可以提高骨科手术患者的临床随访和EPP使用率。方法:我们进行了一项随机对照试验,229名成年患者因骨科疾病入院,需要随访3个月。患者按周分组随机分为对照组和干预组。对照组在他们的出院文件中收到了如何登记和使用EPP的信息,而干预组则积极登记并教授如何使用EPP。出院后3个月对患者进行随访,看他们是否参加了随访预约或使用了EPP。结果:229例患者中,83% (n=190)在3个月时进行了随访(对照组:93/116,80.2%;干预:97/113,85.8%;P = 0。25)干预组患者使用EPP的可能性显著高于对照组(对照组:19/116,16.4%;干预:70/113,62%;优势比[OR] 8.3, 95% CI 4.5-15.5;结论:接受骨科手术入组EPP的住院患者增加了EPP的使用,但并没有单独增加随访。作为住院患者登记并随后使用门户网站的患者进行3个月随访的可能性最高。试验注册:ClinicalTrials.gov NCT03431259;https://clinicaltrials.gov/ct2/show/NCT03431259。
{"title":"In-hospital Enrollment Into an Electronic Patient Portal Results in Improved Follow-up After Orthopedic Surgery: Cluster Randomized Controlled Trial.","authors":"Abhiram R Bhashyam,&nbsp;Mira Bansal,&nbsp;Madeline M McGovern,&nbsp;Quirine M J van der Vliet,&nbsp;Marilyn Heng","doi":"10.2196/37148","DOIUrl":"https://doi.org/10.2196/37148","url":null,"abstract":"<p><strong>Background: </strong>Electronic patient portal (EPP) use is associated with lower no-show rates and increased patient satisfaction. However, there are disparities in enrollment into these communication platforms.</p><p><strong>Objective: </strong>We hypothesized that guided inpatient enrollment into an EPP would improve clinical follow-up and EPP use rates for patients who underwent orthopedic surgery compared to the usual practice of providing information in the discharge summary.</p><p><strong>Methods: </strong>We performed a randomized controlled trial of 229 adult patients who were admitted to the hospital for an orthopedic condition that required a 3-month follow-up visit. Patients were cluster-randomized by week to either the control or intervention group. The control group received information on how to enroll into and use the EPP in their discharge paperwork, whereas the intervention group was actively enrolled and taught how to use the EPP. At 3 months postdischarge, the patients were followed to see if they attended their follow-up appointment or used the EPP.</p><p><strong>Results: </strong>Of the 229 patients, 83% (n=190) presented for follow-up at 3 months (control: 93/116, 80.2%; intervention: 97/113, 85.8%; P=.25). The likelihood of EPP use was significantly higher in the intervention group (control: 19/116, 16.4%; intervention: 70/113, 62%; odds ratio [OR] 8.3, 95% CI 4.5-15.5; P<.001). Patients in the intervention group who used the EPP were more likely to present for postsurgical follow-up (OR 3.59, 95% CI 1.28-10.06; P=.02).</p><p><strong>Conclusions: </strong>The inpatient enrollment of patients who underwent orthopedic surgery into an EPP increased EPP use but did not independently result in enhanced follow-up. Patients who were enrolled as inpatients and subsequently used the portal had the highest likelihood of 3-month follow-up.</p><p><strong>Trial registration: </strong>ClinicalTrials.gov NCT03431259; https://clinicaltrials.gov/ct2/show/NCT03431259.</p>","PeriodicalId":73557,"journal":{"name":"JMIR perioperative medicine","volume":" ","pages":"e37148"},"PeriodicalIF":0.0,"publicationDate":"2022-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9412718/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"40700438","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
Worldwide Presence of National Anesthesia Societies on Four Major Social Networks in 2021: Observational Case Study. 2021年全国麻醉学会在四大社交网络上的全球存在:观察性案例研究
Pub Date : 2022-07-20 DOI: 10.2196/34549
Thomas Clavier, Emilie Occhiali, Claire Guenet, Naurine Vannier, Camille Hache, Vincent Compere, Jean Selim, Emmanuel Besnier

Background: Although the presence of medical societies on social networks (SNs) could be interesting for disseminating professional information, there is no study investigating their presence on SNs.

Objective: The aim of this viewpoint is to describe the worldwide presence and activity of national anesthesia societies on SNs.

Methods: This observational study assessed the active presence (≥1 post in the year preceding the collection date) of the World Federation of Societies of Anesthesiologists member societies on the SNs Twitter, Facebook, Instagram, and YouTube. We collected data concerning each anesthesia society on the World Federation of Societies of Anesthesiologists website.

Results: Among the 136 societies, 66 (48.5%) had an active presence on at least one SN. The most used SN was Facebook (n=60, 44.1%), followed by Twitter (n=37, 27.2%), YouTube (n=26, 19.1%), and Instagram (n=16, 11.8%). The SN with the largest number of followers was Facebook for 52 (78.8%) societies and Twitter for 12 (18.2%) societies. The number of followers was 361 (IQR 75-1806) on Twitter, 2494 (IQR 1049-5369) on Facebook, 1400 (IQR 303-3058) on Instagram, and 214 (IQR 33-955) on YouTube. There was a strong correlation between the number of posts and the number of followers on Twitter (r=0.95, 95% CI 0.91-0.97; P<.001), Instagram (r=0.83, 95% CI 0.58-0.94; P<.001), and YouTube (r=0.69, 95% CI 0.42-0.85; P<.001). According to the density of anesthetists in the country, there was no difference between societies with and without active SN accounts.

Conclusions: Less than half of national anesthesia societies have at least one active account on SNs. Twitter and Facebook are the most used SNs.

背景:尽管医学协会在社交网络(SNs)上的存在对于传播专业信息可能是有趣的,但没有研究调查他们在社交网络上的存在。目的:这一观点的目的是描述世界范围内国家麻醉学会在SNs上的存在和活动。方法:本观察性研究评估了世界麻醉师协会联合会会员协会在社交网站Twitter、Facebook、Instagram和YouTube上的活跃状态(收集日期前一年≥1条帖子)。我们在世界麻醉医师协会联合会网站上收集了有关每个麻醉学会的数据。结果:136个学会中有66个(48.5%)在至少一个SN上活跃存在。使用最多的SN是Facebook (n=60, 44.1%),其次是Twitter (n=37, 27.2%)、YouTube (n=26, 19.1%)和Instagram (n=16, 11.8%)。粉丝最多的社交网站是Facebook,有52个(78.8%),Twitter有12个(18.2%)。Twitter的粉丝数为361人(IQR 75-1806), Facebook的粉丝数为2494人(IQR 1049-5369), Instagram的粉丝数为1400人(IQR 303-3058), YouTube的粉丝数为214人(IQR 33-955)。Twitter上的帖子数量与关注者数量之间存在很强的相关性(r=0.95, 95% CI 0.91-0.97;结论:不到一半的国家麻醉学会在SNs上至少有一个活跃账户。Twitter和Facebook是最常用的社交网站。
{"title":"Worldwide Presence of National Anesthesia Societies on Four Major Social Networks in 2021: Observational Case Study.","authors":"Thomas Clavier,&nbsp;Emilie Occhiali,&nbsp;Claire Guenet,&nbsp;Naurine Vannier,&nbsp;Camille Hache,&nbsp;Vincent Compere,&nbsp;Jean Selim,&nbsp;Emmanuel Besnier","doi":"10.2196/34549","DOIUrl":"https://doi.org/10.2196/34549","url":null,"abstract":"<p><strong>Background: </strong>Although the presence of medical societies on social networks (SNs) could be interesting for disseminating professional information, there is no study investigating their presence on SNs.</p><p><strong>Objective: </strong>The aim of this viewpoint is to describe the worldwide presence and activity of national anesthesia societies on SNs.</p><p><strong>Methods: </strong>This observational study assessed the active presence (≥1 post in the year preceding the collection date) of the World Federation of Societies of Anesthesiologists member societies on the SNs Twitter, Facebook, Instagram, and YouTube. We collected data concerning each anesthesia society on the World Federation of Societies of Anesthesiologists website.</p><p><strong>Results: </strong>Among the 136 societies, 66 (48.5%) had an active presence on at least one SN. The most used SN was Facebook (n=60, 44.1%), followed by Twitter (n=37, 27.2%), YouTube (n=26, 19.1%), and Instagram (n=16, 11.8%). The SN with the largest number of followers was Facebook for 52 (78.8%) societies and Twitter for 12 (18.2%) societies. The number of followers was 361 (IQR 75-1806) on Twitter, 2494 (IQR 1049-5369) on Facebook, 1400 (IQR 303-3058) on Instagram, and 214 (IQR 33-955) on YouTube. There was a strong correlation between the number of posts and the number of followers on Twitter (r=0.95, 95% CI 0.91-0.97; P<.001), Instagram (r=0.83, 95% CI 0.58-0.94; P<.001), and YouTube (r=0.69, 95% CI 0.42-0.85; P<.001). According to the density of anesthetists in the country, there was no difference between societies with and without active SN accounts.</p><p><strong>Conclusions: </strong>Less than half of national anesthesia societies have at least one active account on SNs. Twitter and Facebook are the most used SNs.</p>","PeriodicalId":73557,"journal":{"name":"JMIR perioperative medicine","volume":" ","pages":"e34549"},"PeriodicalIF":0.0,"publicationDate":"2022-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9350816/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"40522610","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
Correction: Automated Intraoperative Short Messaging Service Updates: Quality Improvement Initiative to Relieve Caregivers' Worries. 修正:自动术中短信服务更新:质量改进倡议,以减轻护理人员的担忧。
Pub Date : 2022-07-15 DOI: 10.2196/41052
Alexandre Mignault, Éric Tchouaket Nguemeleu, Stephanie Robins, Éric Maillet, Edwige Matetsa, Stéphane Dupuis

[This corrects the article DOI: 10.2196/36208.].

[这更正了文章DOI: 10.2196/36208。]
{"title":"Correction: Automated Intraoperative Short Messaging Service Updates: Quality Improvement Initiative to Relieve Caregivers' Worries.","authors":"Alexandre Mignault,&nbsp;Éric Tchouaket Nguemeleu,&nbsp;Stephanie Robins,&nbsp;Éric Maillet,&nbsp;Edwige Matetsa,&nbsp;Stéphane Dupuis","doi":"10.2196/41052","DOIUrl":"https://doi.org/10.2196/41052","url":null,"abstract":"<p><p>[This corrects the article DOI: 10.2196/36208.].</p>","PeriodicalId":73557,"journal":{"name":"JMIR perioperative medicine","volume":" ","pages":"e41052"},"PeriodicalIF":0.0,"publicationDate":"2022-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9338422/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"40508875","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
期刊
JMIR perioperative medicine
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