Category: Statistics

Eur Child Adolesc Psychiatry. 2023 Jul 21. doi: 10.1007/s00787-023-02253-1. Online ahead of print.

ABSTRACT

Children and adolescents with autism spectrum disorder (ASD) experience various sleep problems. Sleep problems co-occur in a bidirectional relationship with ASD core symptoms and behavioral problems. However, studies on how these three factors are intricately linked to each other are limited. This meta-analysis examined the differential relationship between specific sleep problems, core symptoms, and behavioral problems in this population. This study was registered in PROSPERO (CRD42022339695). We systematically searched the PubMed/MEDLINE, Web of Science, and Scopus databases from inception to April 27, 2022. Observational studies that reported correlations between measures of sleep problems, ASD core symptoms, or ASD behavioral problems were included, and participants aged 18 years or below were enrolled. The correlation coefficient (r) was assessed as the primary effect metric. Total 22 cross-sectional studies were included, which comprised 2655 participants (mean age = 6.60 years old; mean percentage of boys = 80.64%). We found correlations between total sleep problems and total core symptoms (r 0.293 [95% confidence interval – 0.095 to 0.604]), total sleep problems and total behavioral problems (r 0.429 [0.299-0.544]), and total core symptoms and total behavioral problems (r – 0.050 [- 0.177 to 0.079]) and identified statistically significant correlations between specific components of sleep problems, ASD core symptoms, and ASD behavioral problems. Each specific sleep problem showed a unique association with core symptoms and behavioral problems. Sleep problems in ASD should be explored in detail, and the closely linked core symptoms and behavioral problems should be common therapeutic targets.

PMID:37477722 | DOI:10.1007/s00787-023-02253-1

J Pediatr Orthop B. 2023 Jul 19. doi: 10.1097/BPB.0000000000001109. Online ahead of print.

ABSTRACT

Femoral head reduction osteotomy (FHRO) was described to treat misshapen femoral head that is causing intraarticular hip pain. The published literature showed discrepancies in patient selection, surgical techniques, and decision to perform concurrent acetabular osteotomy. Very few studies used Standardized Outcome Measures (SOMs). This study aims to describe the technique of FHRO and report the results of our series of 22 patients using SOMs and compare them to former peer-reviewed articles. Twenty-two hips in 22 patients with hip pain caused by mishshapen femoral were treated with FHRO with or without triple pelvic osteotomy (TPO). Patients with poor hip range of motion and significant hip joint arthritis were excluded. The mean patient age was 15.8 (range, 9.2-23.9). Clinical results were reported using the HHS. Radiographical results were reported by comparing Lateral Center Edge Angle (LCEA), extrusion index, Tonnis angle, head size percent, sphericity index, and distance from tip of trochanter to center of femoral head. The mean follow-up was 3.2 years. Only 5 patients received TPO. The HHS showed statistical improvement from 62.0 to 81.6 (The median interquartile range 63.5-88.5). Five patients had HHS less than 70 at the latest follow up. All radiographic parameters except the Tonnis angle, showed statistically significant improvement. FHRO with or without pelvic osteotomy is a good salvage procedure for patients presenting with misshapen femoral head with intraarticular hip pain, who still have good preoperative ROM with no signs of hip arthritis. Level of evidence: IV.

PMID:37477108 | DOI:10.1097/BPB.0000000000001109

J Gynecol Oncol. 2023 Jul 7. doi: 10.3802/jgo.2023.34.e78. Online ahead of print.

ABSTRACT

OBJECTIVE: Traditional uterine manipulator is considered as the main reason for short survival of patients with early-stage cervical cancer during minimally invasive surgery. This study aims to assess the sealing effect of magnetic-sealing uterine manipulators (MUMs) in isolated uteruses.

METHODS: The study was performed on isolated uterus from patients with early-stage cervical cancer who underwent open abdominal radical hysterectomy between November 2019 to April 2021. Right-angle forceps closure tests (groups 1 and 3) were defined as control tests. One experimental MUM closure test (group 2) and 2 control tests were respectively carried out in each of the isolated uterus. DNA ploidy analysis system was used to observe exfoliated cells. Statistical analysis was performed using Wilcoxon signed-rank test to assess the sealing effect of MUM.

RESULTS: We identified 36 patients. No regional node metastasis was discovered and only one tumor was larger than 4.0 cm in diameter. The mean of exfoliated tumor cells in groups 1, 2, and 3 were 1, 1, and 2, respectively. There was no significant difference in the quantity of exfoliated cells between groups 1 and 3 (p=0.476), so the results of the 2 groups were merged. Subsequently, a significant difference was observed between combined right-angle forceps closure tests and MUM closure tests (p=0.022).

CONCLUSION: The sealing effect of MUM was better than that of right-angle forceps. MUM can effectively seal cervical cancer cells in the cup cover, avoiding the dissemination of tumor cells.

TRIAL REGISTRATION: Chinese Clinical Trial Register Identifier: ChiCTR1900026012.

PMID:37477101 | DOI:10.3802/jgo.2023.34.e78

Int J Comput Dent. 2023 Jul 21;0(0):0. doi: 10.3290/j.ijcd.b4224851. Online ahead of print.

ABSTRACT

AIM: New technologies such as tactile robots and artificial intelligence are about to find their way into clinical practice in dentistry and may contribute to the improvement of oral health care in the future. In this study we hypothesized that a collaborative, tactile robot programmed by a dental student removes interproximal artificial plaque as effectively as a human operator in an in vitro pilot trial.

MATERIAL AND METHODS: Model teeth were fully covered with artificial plaque and set into phantom jaws. First, a robot was programmed by a dental student to perform interproximal cleaning with an interproximal brush. Second, teeth were covered with artificial plaque again and the dental student performed the interproximal cleaning manually. Both experiments were repeated five times. Residual plaque was measured with binary pictures. Surface coverage was reported and comparison of methods was performed with significance defined at a= 0.05.

RESULTS: No statistically significant difference was found in the cleaning result between the robot and the human operator.

CONCLUSION: The results of this in vitro pilot study indicate that a tactile robot with integrated artificial intelligence programmed by a dental student can perform interproximal cleaning as effectively as the dental student. Practical lmplications: In the future, the use of robot assistants to support oral hygiene, e.g., in patients with reduced motor skills or impaired vision may be further investigated.

PMID:37477085 | DOI:10.3290/j.ijcd.b4224851

Int J Comput Dent. 2023 Jul 21;0(0):0. doi: 10.3290/j.ijcd.b4224643. Online ahead of print.

ABSTRACT

AIM: The purpose of this systematic review and meta-analysis is to evaluate the marginal adaptation of single unit full coverage lithium disilicate fixed dental restorations fabricated with the conventional heat pressed technique and the digital CAD/CAM workflow.

MATERIALS AND METHODS: This study is according to the Preferred Reporting Items for Systematic Reviews and Meta- Analyses (PRISMA) statement. study research was conducted in MEDLINE via PubMed and Cochrane Library databases together with a hand search of studies published until June 2022. The search terms were combining suitable Medical Subject Headings (MeSH terms) together with free text words in single or multiple conjunctions. A modified methodological index was used to assess the risk of bias of the included studies. A random effect model was applied to pool the effect estimates, and further assessment of the heterogeneity across studies using the Q test and the I2 metric was conducted. All statistical analyses were performed using Rstudio software, version 4.1.2, using the “meta” package.

RESULTS: The electronic search and hand search identified 51 articles. Eighteen met the inclusion criteria and were included in the systematic review, 17 of which were in vitro and only one was an in vivo study. However, 17 of the initial 18 could be included in the meta-analysis, due to lack of statistical data in one of the in vitro studies. Statistical analyses were conducted by using the Rstudio software program. Meta-analysis was performed with the random effects model (α=.05). No statistical difference was found between the two fabrication methods (p-value=0.49).

CONCLUSIONS: Although the mean marginal adaptation of lithium disilicate single crowns was found to be better with the heat-pressed technique, there was no statistical significance with the CAD/CAM fabricated restorations and both resulted in a clinically acceptable result. Nonetheless, more clinical studies are needed for safer conclusions.

PMID:37477084 | DOI:10.3290/j.ijcd.b4224643

Pharm Stat. 2023 Jul 21. doi: 10.1002/pst.2326. Online ahead of print.

ABSTRACT

In the statistical literature, treatment effects in clinical trials are frequently described as either ITT or per-protocol effects. The estimand given for the per-protocol effect is the effect in adherers, where adherers are typically defined as adhering to the intervention as specified in the trial protocol. This dichotomy of treatment effects is unhelpful when there are in reality multiple treatment effects that can be of clinical interest and relevance. The terms “per-protocol” and “adherence” are confusing to non-statisticians. Protocols always allow for discontinuation of randomized treatment so participants discontinuing have actually followed the protocol. When rescue or additional medication is available, the effect in adherers could mean the effect regardless of use of these medications or the effect in a counterfactual world where the participant did not take the medication. Adherence can mean continuing to be prescribed a treatment or some arbitrary level of compliance with a medication that has been prescribed. The ICH E9 (R1) estimands framework provides an improved alternative for the description of treatment effects in clinical trials. Identification of important intercurrent events and the strategy used to handle these events is key to determining the treatment effect. When designing a trial, estimands should be properly defined according to this framework. It is time the statistical literature abandoned describing treatment effects as the effect in adherers or the per-protocol effect.

PMID:37477077 | DOI:10.1002/pst.2326

Chemphyschem. 2023 Jul 21:e202300450. doi: 10.1002/cphc.202300450. Online ahead of print.

ABSTRACT

The reactive collision between 36Ar and the 36ArH+ species has been investigated by means of quantum mechanical (QM), quasiclassical trajectories (QCT) and statistical quantum mechanical (SQM) approaches. Reaction probabilities, cross sections as a function of the energy and rate constants in terms of the temperature have been obtained.Cumulative distributions as a function of the collision time and the inspection of selected QCT corresponding to specific dynamical mechanisms have been analysed. Predictions by means of the SQM method are in good agreement with the QM results, thus supporting the complex-forming nature of the process.

PMID:37477047 | DOI:10.1002/cphc.202300450

Circ Heart Fail. 2023 Jul 21:e010404. doi: 10.1161/CIRCHEARTFAILURE.122.010404. Online ahead of print.

ABSTRACT

BACKGROUND: The prognostic role of the congenital heart disease (CHD) anatomic/physiologic classification has not been systematically studied. The purpose of this study was to determine whether CHD physiologic stage provided improvement in prognostic power (to predict all-cause mortality) beyond conventional clinical risk models.

METHODS: Retrospective study of adults with CHD at the Mayo Clinic (2003-2019). The CHD physiologic stage was assessed at baseline and 36 (24-48) months, and patients were classified into stages A to D at these time points. Clinical stability (remaining in the same stage), clinical improvement (moving to less advanced stage), and clinical deterioration (moving to more advanced stage) were determined at 36 months. We defined conventional clinical risk indices as age/sex, functional class, comorbidities, cardiac procedures, hepatorenal dysfunction, and ventricular/valvular dysfunction.

RESULTS: Of 5321 patients, 1649 (31%), 1968 (37%), 1224 (23%), and 480 (9%) were in stages A, B, C, and D at baseline. Of 5321 patients, 4588 (86%) also had assessments at 36 months, and of these patients, 3347 (73%), 386 (8%), and 855 (19%) had clinical stability, deterioration, and improvement, respectively. Patients with clinical improvement were more likely to have undergone cardiac procedures between both assessments. Both baseline CHD physiologic stage (hazard ratio, 1.13 [95% CI, 1.09-1.17]; P<0.001, per unit increase in stage) and change in CHD physiologic stage (hazard ratio, 1.46 [95% CI, 1.32-1.61]; P=0.007, per unit increase in stage) were associated with mortality after adjustments for conventional risk indices and provided incremental improvement in prognostic power beyond conventional clinical risk models as evidence by an increase in C statistic from 0.702 (0.681-0.724) to 0.769 (0.754-0.787).

CONCLUSIONS: The CHD physiologic stage can potentially be used for risk stratification, as well as to monitor disease progression and response to therapy.

PMID:37476989 | DOI:10.1161/CIRCHEARTFAILURE.122.010404

Ophthalmic Physiol Opt. 2023 Jul 21. doi: 10.1111/opo.13207. Online ahead of print.

ABSTRACT

PURPOSE: ChatGPT is an artificial intelligence language model, which uses natural language processing to simulate human conversation. It has seen a wide range of applications including healthcare education, research and clinical practice. This study evaluated the accuracy of ChatGPT in providing accurate and quality information to answer questions on myopia.

METHODS: A series of 11 questions (nine categories of general summary, cause, symptom, onset, prevention, complication, natural history, treatment and prognosis) were generated for this cross-sectional study. Each question was entered five times into fresh ChatGPT sessions (free from influence of prior questions). The responses were evaluated by a five-member team of optometry teaching and research staff. The evaluators individually rated the accuracy and quality of responses on a Likert scale, where a higher score indicated greater quality of information (1: very poor; 2: poor; 3: acceptable; 4: good; 5: very good). Median scores for each question were estimated and compared between evaluators. Agreement between the five evaluators and the reliability statistics of the questions were estimated.

RESULTS: Of the 11 questions on myopia, ChatGPT provided good quality information (median scores: 4.0) for 10 questions and acceptable responses (median scores: 3.0) for one question. Out of 275 responses in total, 66 (24%) were rated very good, 134 (49%) were rated good, whereas 60 (22%) were rated acceptable, 10 (3.6%) were rated poor and 5 (1.8%) were rated very poor. Cronbach’s α of 0.807 indicated good level of agreement between test items. Evaluators’ ratings demonstrated ‘slight agreement’ (Fleiss’s κ, 0.005) with a significant difference in scoring among the evaluators (Kruskal-Wallis test, p < 0.001).

CONCLUSION: Overall, ChatGPT generated good quality information to answer questions on myopia. Although ChatGPT shows great potential in rapidly providing information on myopia, the presence of inaccurate responses demonstrates that further evaluation and awareness concerning its limitations are crucial to avoid potential misinterpretation.

PMID:37476960 | DOI:10.1111/opo.13207

Artif Organs. 2023 Jul 21. doi: 10.1111/aor.14617. Online ahead of print.

ABSTRACT

BACKGROUND: Short-term continuous flow (STCF) ventricular assist devices (VADs) are utilized in adults with cardiogenic shock, however, mortality remains high. Previous studies have found that high pre-operative MELD-XI scores in durable VAD patients is associated with mortality. The use of the MELD-XI score to predict outcomes in STCF-VAD patients has not been explored. We sought to determine the relationship between MELD-XI and outcomes in adults with STCF-VADs.

METHODS: This was a retrospective review of adults implanted with STCF-VADs between 2009-19. Receiver operating characteristic (ROC) analysis was performed to predict outcomes and Kaplan-Meier analysis was done to assess survival.

RESULTS: Seventy-nine patients were included with a median MELD-XI score of 21.2 (IQR 13.5, 27.0). Patients with an unsuccessful wean from support (p<0.001) or major post-operative bleeding (p=0.03) had significantly higher pre-implant MELD-XI scores. The optimal MELD-XI cut-point for mortality was 24.9 with 27.8 for major bleeding. Survival was worse among patients in the high-risk MELD-XI group, however, not statistically significant (p=0.09). Prior ECMO support, but not MELD-XI, was an independent predictor of unsuccessful wean (p=0.03).

CONCLUSIONS: Pre-operative MELD-XI score was a moderate predictor of unsuccessful wean with limited utility in predicting bleeding in patients on STCF-VAD support. This scoring system may be useful in the clinical setting for pre-implant risk stratification and counselling among patients and outcomes.

PMID:37476924 | DOI:10.1111/aor.14617