Probability Test Research Articles

Implementation of the Ordinal Logistic Regression Method for Air Quality Classification Based on the Air Pollution Standard Index

Air pollution is a serious problem in many cities around the world, caused by human and natural activities. Jakarta, as an Indonesian economic and transportation hub, faces serious air pollution challenges. This study uses the Ordinal Logistics Regression Method to develop an optimal classification model for identifying air quality based on the air pollution index. The aim is to contribute to dealing with air contamination and improve understanding of the use of such methods in the classification of air quality. Data used from 2012 to 2021 covered parameters such as PM10, SO2, CO, O3, and NO2. Oversampling is done using SMOTE to address imbalances in the datasets used. The data used is divided into two parts: training data and validation test data, with an 80:20 ratio. The model training and testing process is carried out with a variety of scenarios, including parameter significance tests using probability tests and Wald tests, cross-validation with fold numbers 5, 10, and 15, as well as evaluation using a confusion matrix. Models are used for Mord libraries such as Ordinalridge, LogisticAT, logisticIT, and LogisticSE. There were a total of 72 model testing experiments to find the best model of the six data model outputs. The test results showed that the optimal model was obtained with a data deletion scenario of null values, data oversampling using the LogisticIT model, and K-fold = 5, with a training accuracy of 0.8628 and validation data test accuracy of 0.8599, as well as each precision value of 0.86, recall value of 0.86, and F1-score of 0.86. The model's performance was satisfactory in handling different data variations, according to the evaluation. These results show that the model is able to generalize data well and is reliable in predicting air quality accurately.

Analiza učestalosti i dužine trajanja kliničke remisije u pacijenata sa novootkrivenim tipom 1 dijabetesa

Introduction: Clinical remission (CR) phase, in other words, euglycaemia, in the absence of insulin therapy (complete CR) or with a reduced daily dose of insulin (partial CR) can be achieved in some patients with new-onset type 1 diabetes (T1D) after the introduction of insulin therapy. Unfortunately, there is still not enough information about the factors influencing the induction and duration of remission. Material and methods: This research included 62 patients with the diagnosis of new-onset T1D, who were treated at the Clinic of Endocrinology, Diabetes and Metabolic Diseases, University Clinical Centre of Serbia in 2019 and 2020. Demographic, clinical and laboratory data were acquired from medical records. Descriptive statistical methods, Fisher's exact probability test, Pearson's chi-square test, Student's t test, Mann Whitney U test and Spearman's correlation coefficient were used for statistical analysis. Results: Clinical remission was inducted in 46.8% of patients and its average duration was 11.2 months. Patients with CR had remarkably lower HbA1c values (9.9 ± 2.8 vs 11.8 ± 2.4%; p=0.007) and lost less weight (4 vs 12 kg, p<0.001) compared to patients without CR. Additionally, C peptide levels at the beginning and 6 minutes after the glucagon test were remarkably higher in patients with CR compared to patients without CR (p<0.001). At the same time, remarkably more patients with CR had autoantibodies detected compared to those without CR (GAD 100% vs 72.4% i IA2-2A 81.8% vs 34.5%; p=0.001). The duration of CR was remarkably correlated with the level of C peptide at the beginning and 6 minutes after the glucagon test (p<0.001). Conclusion: Patients with CR (46.8%) had better metabolic control, less weight loss, better endogenous insulin reserve capacity and less frequent presence of autoantibodies to beta cell antigens at disease onset. At the same time, the duration of CR was associated with an initially better, preserved, endogenous insulin reserve.

Lowest Instrumented Vertebra at L3 Versus L4 in Posterior Fusion for Moderate Lenke 5C Type Adolescent Idiopathic Scoliosis: A Case-Match Radiological Study.

To compare the radiological outcomes in Lenke 5C type patients whose lowest instrumented vertebra (LIV) was L3 or L4 in a case-match study. We conducted a retrospective case-match study and included 82 patients in the study. Radiological results before surgery, after surgery, and at last follow-up were recorded and analyzed in the L3 and L4 groups. After matching the age, Risser's sign, sex, and main Cobb, 41 pairs of patients were enrolled in our study. The total fusion segments in the L3 group (median [interquartile range]: 5.0 [6.0-5.0]) were shorter than those in the L4 group (6.0 [6.5-6.0]). The main curve was significantly corrected after surgery in both groups, and was comparable at the last followup between groups. In addition, according to the results of Fisher precision probability test, there was no significant difference of coronal or sagittal imbalance between the 2 groups at the 2-year follow-up. The correction in coronal and sagittal planes in L3 group and L4 group remains similar. On account of more motion segments, L3 could be an ideal choice as LIV in moderate Lenke 5C type AIS. Long-term follow-up is needed to evaluate the effect of larger compensatory lumbar-sacral curve when stopping at L3.

Pricing and Replenishment Decision of Vegetable Products

Most vegetable products have a short shelf life and need to be restocked according to demand after being sold on the same day. Therefore, it is of great significance to accurately price and make effective replenishment decisions for vegetable products under unknown specific unit and purchase prices. This article analyzes the sales information and wholesale prices of various types of vegetables. Using the system clustering method in cluster analysis, the Euclidean distance and shortest distance are obtained based on the characteristic values between different individual products, and the sales volume correlation is classified according to their strength. Then, the chi square test and Fisher exact probability test are used to obtain the sales volume correlation based on the characteristic values between two different categories. The paper constructs a linear programming model with the goal of minimizing daily transportation costs.

Association of Geriatric Nutritional Risk Index With Immune Checkpoint Inhibitor Treatment Duration and Adverse Events in Lung Cancer.

Compared to conventional cytotoxic anticancer agent-based therapy, treatment with immune checkpoint inhibitors (ICI) significantly prolongs overall survival. The Geriatric Nutritional Risk Index (GNRI) has been used as a new prognostic indicator in cancer. As nutritional status is associated with prognosis and indicates treatment response, we investigated the effect of the pretreatment GNRI on the (1) occurrence of ICI-induced immune-related adverse events (ir-AE) and (2) association with time to treatment failure (TTF) in ICI monotherapy for lung cancer. In this study, 127 patients with lung cancer who were treated with ICI monotherapy were retrospectively enrolled. Based on a cutoff value of 92 for the GNRI, we investigated intergroup differences in the occurrence of adverse events and their association with TTF in the High-GNRI (≥92) and Low-GNRI (<92) groups. For intergroup comparisons, we used the Student's t-test, Welch's t-test, Fisher's direct probability test, and Mann-Whitney's U-test, and factors with p<0.05 in the intergroup comparison were extracted as explanatory variables. Based on the pretreatment GNRI, the median TTF was 5.1 months (95%CI=2.4-7.9 months) in the High-GNRI group and 2.3 months (95%CI=1.6-3.1 months) in the Low-GNRI group, with the High-GNRI group having a significantly longer TTF (p<0.01). The incidence of skin rash (p=0.0129) and pruritus (p<0.01) was significantly higher in the High-GNRI group. Pretreatment GNRI influences the continuation of ICI monotherapy. The High-GNRI group demonstrated a significantly higher frequency of skin lesions, which may have influenced the prolongation of TTF.

MeV Dark Energy Emission from a De Sitter Universe

The evolution of a de Sitter Universe is the basis for both the accelerated Universe and the late-stationary Universe. So, how do we differentiate between both universes? In this paper, we state that it is not possible to design an experiment using luminous or angular distances to distinguish between the two cases because they are the same during the de Sitter phase. However, this equivalence allows us prediction of the signal of a constant dark energy emission with a signal peak around 29.5 MeV, in which, according to our astrophysical test of survival probability, the radiation must be non-standard photons. Remarkably, experiments by EGRET and COMPTEL have observed an excess of gamma photons in this predicted region, coming from a possible decay process of dark energy emission, which may constitute the smoking gun of a late-stationary Universe with the continuous creation of non-standard radiation, an alternative approach to understanding the current stages of the Universe’s evolution.

Analysis of etiology and complications in children with stage 5 chronic kidney disease

Objective: To investigate the etiology, complications, and prognostic factors of stage 5 chronic kidney disease (CKD5) in children. Methods: A case series study was conducted to retrospectively analyze the general situation, clinical manifestations, laboratory tests, genetic testing, and follow-up data (until October 2022) of 174 children with CKD5 who were diagnosed and hospitalized at the Children's Hospital of Chongqing Medical University from April 2012 to April 2021. The characteristics of complications in the children were compared based on age, gender, and etiology. Based on the presence or absence of left ventricular hypertrophy (LVH), patients were divided into LVH group and non LVH group for analyzing the influencing factors of cardiovascular disease. Patients were also divided into death group and survival group, peritoneal dialysis group and hemodialysis group based on the follow-up data for analyzing the prognostic factors. The chi-square test, independent sample t-test, Fisher exact probability test, Mann-Whitney U test and Kruskal Wallis test were used to analyze data among different groups. Multivariate Logistic regression analysis was used to identify the prognostic factors. Results: A total of 174 children with CKD5 were enrolled in the study (96 boys and 78 girls), aged 11.2 (8.2, 13.0) years. Congenital kidney and urinary tract malformations (CAKUT) were the most common causes of the CKD5 (84 cases, 48.3%), followed by glomerular diseases (83 cases, 47.7%), and among which 28 cases (16.1%) were hereditary glomerular diseases. The common complications of CKD5 included anemia (98.2%, 165/168), mineral and bone disorder in chronic kidney disease (CKD-MBD) (97.7%, 170/174), lipid metabolism disorders (87.5%, 63/72), hypertension (81.4%, 127/156) and LVH (57.6%,57/99). The incidences of hypertension in primary glomerular disease were higher than that in CAKUT(93.8%(30/32) vs.73.7%(56/76),χ2=5.59,P<0.05). The incidences of hypertension in secondary glomerular disease were higher than that in CAKUT and that in hereditary kidney disease (100.0%(20/20) vs. 73.7%(56/76), 68.2%(15/22), both P<0.05). The incidence of hypocalcemia in CAKUT, primary glomerular disease, and hereditary kidney disease was higher than that in secondary glomerular disease (82.1%(69/84), 88.2%(30/34), 89.3%(25/28) vs. 47.6%(10/21), χ2=10.21, 10.75, 10.80, all P=0.001); the incidence of secondary hyperparathyroidism in women was higher than that in men (80.0%(64/80) vs. 95.0%(57/60), χ2=6.58, P=0.010). The incidence of LVH in children aged 6-<12 was higher than that in children aged 12-18 (73.5%(25/34) vs. 43.1%(22/51), χ2=7.62, P=0.006). Among 113 follow-up children, the mortality rate was 39.8% (45/113). Compared to the survival group, the children in the death group had lower hemoglobin, higher blood pressure, lower albumin, lower alkaline phosphatase and higher left ventricular mass index ((67±19) vs. (75±20) g/L, 142 (126, 154) vs. 128(113, 145) mmHg(1 mmHg=0.133 kPa), (91±21) vs. (82±22) mmHg, 32 (26, 41) vs. 40 (31, 43) g/L, 151 (82, 214) vs. 215 (129, 37) U/L, 48 (38, 66) vs. 38(32, 50) g/m2.7,t=2.03, Z=2.89, t=2.70, Z=2.49, 2.79, 2.29,all P<0.05), but no independent risk factors were identified (all P>0.05). The peritoneal dialysis group had better alleviation for anemia, low calcium, and high phosphorus than the hemodialysis group ((87±22) vs. (72±16) g/L, (1.9±0.5) vs. (1.7±0.4) mmol/L, (2.2±0.7) vs. (2.8±0.9) mmol/L, t=2.92, 2.29, 2.82, all P<0.05), and the survival rate of the peritoneal dialysis group was significantly higher than that of the hemodialysis group (77.8% (28/36) vs. 48.4% (30/62), χ2=8.14, P=0.004). Conclusions: CAKUT is the most common etiology in children with CKD 5, and anemia is the most common complication. The incidence of complications in children with CKD 5 varies with age, gender and etiology. Anemia, hypertension, hypoalbuminemia, reduced alkaline phosphatase and elevated LVMI may be the prognostic factors in children with CKD5. Peritoneal dialysis may be more beneficial for improving the long-term survival rate.

Factors influencing the quality of life of GERD patients in the Aseer Region, Saudi Arabia.

To assess the factors influencing the QoL of GERD patients in the Aseer region of Saudi Arabia. This descriptive cross-sectional study used self-administered questionnaires in a study population of patients aged ≥18 years from Aseer, Saudi Arabia, between January 15, 2023-February 15, 2023. A previously validated GERD health-related QoL (GERD-HRQoL) questionnaire was used to assess the patients' sociodemographic data, GERD, and GERD-HRQoL. Descriptive analysis included describing the frequency distribution and percentage for study variables, including demographic data, GERD-related QoL symptoms, and QoL, which were graphed. Cross-tabulation presented the distribution of GERD-HRQoL scores by their personal data and other factors using the Pearson Chi-square and exact probability tests. Overall, 502 participants previously diagnosed with GERD completed the questionnaire. Participants' were aged 18-65 years (mean age of 31.5 ± 14.6 years), and 384 (76.5%) were male. The most frequent symptom affecting QoL was heartburn (85.9%), followed by postprandial heartburn (84.3%), heartburn while lying down (82.7%), bloating or gassy feelings (79.9%), and heartburn while standing up (77.3%). Our study showed that patients with GERD had a poor QoL due to GERD-related symptoms, mainly heartburn. Younger age, male sex, and lower educational status were associated with lower GERD-HRQoL scores.

Positive lymph node ratio is an important index to predict long-term survival for advanced esophageal squamous carcinoma patients (II∼III) with R0 resection--a SEER-based analysis

BackgroundEsophageal squamous carcinoma (ESCC) is one of the most malignant cancers in the world due to nodal metastasis. Therefore, a reasonable nodal staging system is extremely important for further treatment strategies. Recently the positive lymph node ratio (PLNR) is an important prognostic factor in various solid tumors MethodIn this study, we investigated the clinical significance of the PLNR in stage II∼III ESCC patients. We collected the pathological characteristics of 272 stage II∼III ESCC patients from the SEER database from 2004–2016. ROC curves were used to calculate the best cutoff value of the PLNR; Pearson's Chi-square (χ2) and Fisher's exact probability tests were used to compare the clinical baseline and characteristics of patients. For continuous variables, Student's t-test and ANOVA were performed to evaluate statistical significance. Clinical outcomes were estimated by using the Kaplan‒Meier method and log-rank test. Furthermore, univariate and multivariate Cox regression models were utilized to analyze independent prognostic factors of ESCC patients. ResultsConsequently, advanced ESCC patients were effectively stratified into two groups by prognosis using a PLNR cutoff value of 0.15 (P value = 0.04). The median survival time of patients with PLNR <0.15 (n = 145) was much higher than that of patients (n = 127) in the PLNR ≥0.15 group (20.0 vs. 13.0 months, P value < 0.0001). Notably, the PLNR significantly predicted the prognosis of ESCC patients with stage N1 (P value 0.01) and stage III (P value < 0.001) disease. The multivariate Cox proportional hazard model showed that T stage (HR 1.33, 95 % CI 0.97–1.82), tumor size >45 mm (HR 1.32, 95 % CI 1.02–1.70), N stage (HR 1.41, 95 % CI 0.98–2.01) and PLNR ≥0.15 (HR 1.35, 95 % CI 0.87–1.74) were independent risk factors for prognostic prediction in ESCC patients. Meanwhile, 117 II∼III ESCC patients from Shaanxi Provincial People's Hospital shown that the overall survival with a PLNR <0.15 (n = 96) was significantly longer than that with a PLNR ≥0.15 (n = 21) . ConclusionsThe PLNR is useful for accurately predicting clinical outcomes and determining postoperative strategies.

Analysis of clinicopathological features and prognostic factors of breast cancer brain metastasis.

Breast cancer (BC) has become the most common malignancy in women. The incidence and detection rates of BC brain metastasis (BCBM) have increased with the progress of imaging, multidisciplinary treatment techniques and the extension of survival time of BC patients. BM seriously affects the quality of life and sur-vival prognosis of BC patients. Therefore, clinical research on the clinicopathological features and prognostic factors of BCBM is valuable. By analyzing the clinicopathological parameters of BCBM patients, and assessing the risk factors and prognostic indicators, we can perform hierarchical diagnosis and treatment on the high-risk population of BCBM, and achieve clinical benefits of early diagnosis and treatment. To explore the clinicopathological features and prognostic factors of BCBM, and provide references for diagnosis, treatment and management of BCBM. The clinicopathological data of 68 BCBM patients admitted to the Air Force Medical Center, Chinese People's Liberation Army (formerly Air Force General Hospital) from 2000 to 2022 were collected. Another 136 BC patients without BM were matched at a ratio of 1:2 based on the age and site of onset for retrospective analysis. Categorical data were subjected to χ2 test or Fisher's exact probability test, and the variables with P < 0.05 in the univariate Cox proportional hazards model were incorporated into the multivariate model to identify high-risk factors and independent prognostic factors of BCBM, with a hazard ratio (HR) > 1 suggesting poor prognostic factors. The survival time of patients was estimated by the Kaplan-Meier method, and overall survival was compared between groups by log-rank test. Multivariate Cox regression analysis showed that patients with stage III/IV tumor at initial diagnosis [HR: 5.58, 95% confidence interval (CI): 1.99-15.68], lung metastasis (HR: 24.18, 95%CI: 6.40-91.43), human epidermal growth factor receptor 2 (HER2)-overexpressing BC and triple-negative BC were more prone to BM. As can be seen from the prognostic data, 52 of the 68 BCBM patients had died by the end of follow-up, and the median time from diagnosis of BC to the occurrence of BM and from the occurrence of BM to death or last follow-up was 33.5 and 14 mo, respectively. It was confirmed by multivariate Cox regression analysis that patients with neurological symptoms (HR: 1.923, 95%CI: 1.005-3.680), with bone metastasis (HR: 2.011, 95%CI: 1.056-3.831), and BM of HER2-overexpressing and triple-negative BC had shorter survival time. HER2-overexpressing, triple-negative BC, late tumor stage and lung metastasis are risk factors of BM. The presence of neurological symptoms, bone metastasis, and molecular type are influencing prognosis factors of BCBM.

Experience with the management of 2599 cases of congenital muscular torticollis and a multicenter epidemiological investigation in 17 hospitals in China

BackgroundCongenital muscular torticollis (CMT) is a common musculoskeletal disease affecting infants and young children. If CMT is not treated correctly and timely, it can lead to limited head and neck movements, head and neck deviation, and abnormal posture. In order to improve patients' symptoms and alleviate the negative impact of the disease on their lives, we are committed to exploring the treatment of CMT.MethodsThe general clinical and ultrasonographic data of 2599 children with CMT who received standardized treatment at Shenzhen Children’s Hospital from 2004 to 2020 were retrospectively reviewed. According to given treatment, children with CMT were divided into the physiotherapy group, physiotherapy combined with glucocorticoid treatment group, and surgical treatment group. We divided children with CMT into local mass, uniform thickening, and atrophy according to ultrasound features. General clinical information, treatment, and ultrasound examination data in each group were compared. Additionally, electronic medical records of 2344 patients admitted due to CMT in 17 tertiary children’s hospitals of China’s Futang Research Center of Pediatric Development (FRCPD) from 2015 to 2019 were retrospectively analyzed. Data on sex, age, year of admission and discharge, and treatment costs during hospitalization were extracted from the first medical record pages according to the ICD codes. The data were assessed for normality using the Kolmogorov–Smirnov test. Depending on the data distribution, they were analyzed using parametric tests, such as the t-test, or non-parametric tests. Qualitative data are expressed as percentages (%) and analyzed using the chi-square or Fisher’s exact probability test, with α = 0.05 as the test level. P < 0.05 was considered to be indicative of a statistically significant difference.ResultsThree types of CMT were defined based on sternocleidomastoid muscle ultrasound examination characteristics: local mass, uniform thickening, and atrophy. Age at first diagnosis was 69.21 ± 108.41 days in local mass type group, 216.85 ± 324.09 days in uniform thickening group, and 417.88 ± 739.05 days in atrophy- type group; while age at first physiotherapy use was 94.06 ± 206.49 days, 255.00 ± 430.62 days, 540.92 ± 1059.29 respectively. The children included in local mass type group have shown a high success rate of conservative treatment, with a rate of 7.5% of children underwent surgery. Age at first diagnosis was 112.44 ± 224.12 days in the physiotherapy group, 115.87 ± 144.86 days in the physiotherapy combined with glucocorticoid treatment subgroup, whereas the age at first physiotherapy use was 137.38 ± 312.11 and 196.91 ± 344.26 days respectively. In the observation period (2015–2019) the mean age at surgery for CMT in 17 tertiary children’s hospitals of the FRCPD was 50 months. Overall, 663 children with CMT were 1–2 years of age, accounting for the largest proportion (28.3%). Followed by 417 individuals (17.8%) were 7–14 years of age, indicating that there are still more children with CMT receiving surgical treatment later.ConclusionsEarly diagnosis and treatment are essential to improve the conservative treatment success rate and achieve good prognosis in children with CMT. Our team’s concept for treating CMT is as follows: after diagnosing the children, we will adopt the standardized protocol of treatment, with physiotherapy combined with the injection of glucocorticoid drugs and SCM release surgery, when needed. This program has a high conservative treatment success rate and may facilitate the achievement of better prognosis and reduced teratogenicity rate.

Optimising POXC effective sensitivity as a soil indicator in Australian soils

The continuum of soil organic carbon is currently not well represented by any single metric. Permanganate oxidizable carbon (POXC) has been widely utilized as a soil condition indicator due to its correlation with biological indicators and sensitivity to management effects over relatively short time periods. However, the ability of POXC to represent the continuum of soil organic carbon, and how this could improve the characterization of management effects, has not been sufficiently explored. This study investigated the relationship between permanganate concentration and POXC across nine permanganate concentrations ranging from 3 to 300 mM. An initial investigation was performed on ten cropped and uncropped topsoil pairs representing a diverse range of soil types across New South Wales, Australia, and an additional 52 sites were investigated in a farm-scale study. POXC was observed to increase monotonically and non-linearly with increasing permanganate concentration. POXC characteristics were developed by fitting a logistic function to the observed data, which facilitated calculation of the area under the curve (POXCAUC) and the theoretical maximum POXC (POXCmax). The utility of the POXC characteristic was demonstrated with highly significant differences (p ≤ 0.002) observed in POXCAUC between cropped and uncropped sites. POXCAUC also displayed larger probability test statistics compared to any single permanganate concentration. The investigation also revealed that if a single concentration were to be utilized for australian soils, the 50 mM concentration was more effective at discerning land use effects in clayey (p = 0.000) and sandy (p = 0.049) sites compared to the widely adopted 20 mM concentration (p = 0.001; p = 0.312).

The Impact of Laboratory Sample Request Evaluation and the Use of Probability Testing for HIT By Trained Physician on the Decrease of Unnecessary Tests and Increase the Likelihood of Positivity

Introduction: Heparin-induced thrombocytopenia (HIT) is an extremely serious and potentially fatal condition that can develop in patients taking heparin-based medications, such as unfractionated heparin (UFH) or low-molecular-weight heparin (LMWH). The laboratory tests for diagnosis of HIT is expensive and time consuming. Clinical assessment (4Ts) followed by testing for Heparin/platelet factor 4 antibody in intermediate and high risk patients is the standard algorithm of pretest for (HIT) which can be later confirmed by serotonin releasing assay if available. Materials and methods: We conducted a retrospective analysis of laboratory practice of pretest evaluation of samples submitted for HIT testing in a cohort of patients treated in a tertiary hospital in Saudi Arabia who had a clinical suspicion of HIT. The 4 T score was a pretest requisite to proceed for electronic request for HIT. It had to be performed by the requesting physicians of different medical specialties. The request then been evaluated by hematopathologist before proceeding. The test will be cancelled if: the 4T score calculated by attending physician is &amp;lt; 4 or if platelet count is normal with no evidence of significant drop in the last 4 days from request or the test was performed at least 2 days before the new request. Additional exercise was performed by two physicians in training after train them to standardize the calculation of the 4T scores without re evaluation by the hematopatologist. The sample proceeded for testing if it met the testing criteria of 4T score &amp;gt; 3 and passed the evaluation by the hematopathologist. All tested sample were performed by immunoglobulin G (IgG) antibodies via an ELISA (Asserachrom HPIA-IgG, Stago Diagnostica STA®) and Optic density ( OD) and was evaluated and considered positive if OD &amp;gt;0.39 with sub classification to low positive 0.4-1, moderate 1-2 and strong if &amp;gt;2. Over a period of 2 years, we received 449 samples for patients who were admitted to our hospital, received prophylactic or therapeutic doses of LMWH or UFH, and underwent an HIT test due to clinical suspicion ( &amp;gt; 50% drop in platelet count from baseline, or ≥ 2 consecutive platelet counts &amp;lt; 150,000 per mm 3 and was defined as possible HIT). The 4 T score was calculated in the hospital system by attending physicians referred to as (system 4T score) and recalculated by trained two physicians and referred to (re calculated 4T score). Descriptive statistics, paired samples statistics, correlations, and analysis of variance (ANOVA) were performed. Results: The test was labeled by the laboratory physician ( hematopathologist ) as not indicated and test was not performed in 156 (35%) for various reasons including low 4 T score &amp;lt;3 in 90 (57%), Normal platelet count &amp;gt; 150 at time of test ( and wrong calculated 4T score) in 28 (18%), duplication of test order in 10 (6.4%%), There was clear other cause of thrombocytopenia in 15 (10%), Bad sample quality 5 (3.2%%) and 8 (5%) for other reasons. The samples for HIT test were for 231(51%) males and 220 (49%) females with mean age 56.3 (1-102) years. The mean platelet count at time of request was 82.9 (2-384) per mm 3. Out of the total cohort 422 (95.1%) patients had received UFH and only 22 (4.9%) received LMWH. There is only 69/449 (15.4%) agreement between the two calculations (system and re calculated score) . Out of the tested samples 293, total positive tests 19 (6.5%), were 11 (3.8%) had low positive for HIT test, moderate positive in 6 (2%) and only 2 strongly positive for HIT. The calculated (system 4T score) of &amp;lt; 4 were 142 (32%) samples while the (re calculated 4T score) were 136 (30%) of which 60 ( 38%) of the cancelled tests by hematopathologist, of which 68 (23%) of tested samples were negative and 7 (37%) of positive tests could have been missed based on this calculation. There were 12 out of 19 had moderate and high score by calculation and positive HIT while there were 17 out of 19 had moderate and high score by system calculation. Conclusion: We are reporting improved detection of HIT and confirmed the value of applying the 4 T score for HIT testing with added value of pre test screening to exclude low probability and cancel samples with no clear indication of HIT due to presence of other causes of thrombocytopenia.The retrospective re calculation even with more trained physicians did not add a value compared to pretest evaluation and screening by hematopathologist which had resulted in cancelation or more than third of the requested tests.

Radiographic bone level and soft tissue dimensional changes following explantation of implants affected by peri-implantitis: A retrospective exploratory evaluation.

While the dimensional alteration of alveolar bone following tooth extraction have been extensively descripted in the literature, no information is available regarding potential hard and soft tissues changes following implant explantation. To evaluate the radiographic bone healing and the horizontal and vertical soft tissue dimensional alterations at implant extraction alveoli, 6 months following implant explantation. Data from 31 patients scheduled for extraction of one implant with persisting peri-implantitis despite treatment were analysed. Bone crest level changes and the extent of bone healing at the apical aspect of the implant socket were assessed on the radiographs prior and 6 months following explantation. Regression analyses assessed the impact of various predictors (e.g., bone crest level, presence/absence of buccal bone) on bone level changes. Fisher's exact probability test was applied to assess the difference in probability to have mucosa recession of ≥2 mm in the presence or absence of alveolar buccal bone. A vertical bone loss of 0.8 mm (standard deviation [SD] = 1.3) of the peri-implant bone crest and a gain of 0.8 mm (SD = 1.1) from the bottom of the peri-implant defect were recorded. Complete healing was noted in the intact implant extraction socket (i.e., the part of the implant not affected by peri-implantitis). A reduction of 0.4 mm (SD = 0.7) of the alveolar mucosa height was recorded in concomitant with a decrease of 0.7 mm (SD = 0.8) of the mucosa width. These alterations were more pronounced in the absence of the alveolar buccal bone. The results of the present explorative study indicated a decrease in the height and width of the alveolar soft and hard tissues following explantation of peri-implantitis affected implants, and these changes were more pronounced in the absence of the buccal bone wall. Nevertheless, the apical portion of the implant alveolus (the intact implant socket) tend to heal with no further bone loss.

Cost-Effectiveness Analysis of Atezolizumab versus Platinum-Based Chemotherapy as First-Line Treatment for Patients with Unresectable Advanced Non-small Cell Lung Cancer with PD-L1 Expression Status in Japan.

Atezolizumab has demonstrated safety and efficacy in patients with metastatic non-small cell lung cancer (NSCLC) in the IMpower110 trial. The aim of this study was to evaluate thecost-effectiveness of atezolizumab as the first-line treatment for patients with unresectable advanced NSCLC, including programmed cell death ligand-1 (PD-L1)-positive probability testing, from the perspective of healthcare costs in Japan. A cost-effectiveness analysis model for atezolizumab, including PD-L1-positive probability testing, was used toconstruct a partitioned survival model with three health states. To assess the robustness, aprobabilistic sensitivity analysis (PSA) was conducted. The acceptable probability wasdefined asthe probability of willingness-to-pay (WTP) over theincremental cost-effectiveness ratio (ICER). Multiple repetitions at WTP thresholds were calculated by continuously reducing the atezolizumabprice. The ICER per quality-adjusted life year (QALY) for atezolizumab therapy only for patients with high PD-L1 expressioncompared to platinum-based chemotherapy for all patients was 31,975,792 yen per QALY. This is higher than the WTP threshold of 15,000,000yen. If the cost of atezolizumab were reduced to 54% of theoriginal cost (563,917 yen), the strategy of using atezolizumab for patients with high PD-L1 could become more cost-effective. The results indicated that atezolizumab was not cost-effective compared to platinum-based chemotherapy as a first-line treatment for patients with unresectable advanced NSCLC. However, we suggest that the price of atezolizumab shouldbe reduced to 54% of theoriginal cost to meet the WTP threshold of 15,000,000 yen per QALY.

Clinical characteristics and analysis of risk factors for heart injuries in 55 patients with lightning injury on plateau in Tibet Autonomous Region

Objective: To explore the clinical characteristics and treatment outcomes of patients with lightning injury on plateau in Tibet Autonomous Region, and to analyze the risk factors for heart injuries in these patients. Methods: A retrospective case series study was conducted. From January 2008 to July 2023, 55 patients with lightning injury who met the inclusion criteria were admitted to the General Hospital of PLA Tibet Military Area Command. The gender, age, ethnicity, time of injury, location of injury (average altitude), activity at the time of injury, the occurrence of thermal burns on the body surface, the occurrence of complication, the occurrence of combined injury, underlying disease or physiological process before injury, length of hospital stay, treatment outcome, and effective rate of treatment were recorded. The patients were divided into juvenile group (11 cases), young group (28 cases), middle-aged group (14 cases), and elderly group (2 cases) according to age bracket, then the gender and ethnicity distribution of patients in the 4 groups were compared. According to the occurrence of heart injuries at admission, the patients were divided into heart injury group (44 cases) and non-heart injury group (11 cases), then the gender, age, ethnicity, average altitude of location of injury, length of hospital stay, the occurrence of complication, the occurrence of combined injury, site of thermal burns on the body surface, and area of thermal burns on the body surface in patients were compared between the two groups. Data were statistically analyzed with Mann-Whitney U test, chi-square test, or Fisher's exact probability test. The multivariate logistic regression analysis was conducted to screen the independent risk factors for heart injury in patients with lightning injury. Results: Among the 55 patients aged 10-68 years, 39 were male and 16 were female, including 47 Tibetans and 8 Hans. There were no statistically significant differences in gender or ethnicity distribution of patients among the 4 groups with different age brackets (P>0.05). Lightning injuries occurred from May to September, which mostly occurred in June and July. The incidence of lightning injury was higher in Chengguan District of Lhasa City (average altitude of 3 650 m) and Baqing County of Naqu City (average altitude of 4 500 m), being 20.0% (11/55) and 16.4% (9/55), respectively. A total of 96.4% (53/55) of the patients were engaged in outdoor activities when injured, such as grazing, digging Cordyceps, and harvesting highland barley. Among the 55 patients, 46 (83.6%) cases had thermal burns on the body surface, with burn area mainly being not more than 10% total body surface area and burn depth mainly being deep partial-thickness. Fifty-two (94.5%) patients had complications, with heart injury being the most common complication (44 cases, 80.0%). Twenty-two (40.0%) patients had 11 combined injuries, and traumatic brain injury was the most common combined injury. Seventeen (30.9%) patients had 11 underlying diseases or physiological processes before injury. The length of hospital stay of patients was 9 (5, 17) d. Among the 55 patients, 14 cases were cured and discharged, 40 cases were improved, and 1 case died, with effective rate of treatment of 98.2%. Compared with those in non-heart injury group, the proportion of complication occurrence (χ2=12.28), the proportion of trunk burns (χ2=5.15), and the average altitude of location of injury (Z=-2.38) of patients in heart injury group were increased significantly (P<0.05), while there were no significant changes in the other indicators (P>0.05). Multivariate logistic regression analysis showed that the average altitude at the location of injury was the independent risk factor for heart injury in patients with lightning injury (with odds ratio of 3.28, 95% confidence interval of 1.35-7.99, P<0.05). Conclusions: Lightning injuries on plateau in Tibet Autonomous Region mainly occur from May to September, with an average altitude of 4 500 m at the location of injury. Patients with lightning injury are injured when participating outdoor activities, and the affected patients are mainly mainly young male Tibetans. Most of the injuries are mild burns. Lightning injuries are complex and have many complications, with heart injury being the most common one. The average altitude at the location of injury is the independent risk factor for heart injury in patients with lightning injury.

Abdominal function and appearance of patients after repairing the extensive skin and soft tissue defects in the limbs with two types of lower abdominal tissue flaps

Objective: To study the abdominal function and appearance of patients after repairing the extensive skin and soft tissue defects in the limbs with two types of lower abdominal tissue flaps. Methods: A retrospective clinical controlled study was conducted. From June 2016 to October 2022, 17 patients with extensive skin and soft tissue defects in the limbs who met the inclusion criteria were admitted to the Department of Bone Hand Microsurgery of Shandong Wendeng Orthopedic Hospital, including 2 males and 15 females, aged 21-60 years, with a defect ranging from 15.0 cm×10.0 cm to 23.0 cm×15.0 cm. According to the applied repair method, the patients were divided into deep inferior epigastric perforator (DIEP) flap group (9 cases) with the defect wound being repaired by the DIEP flap and muscle sparing transverse rectus abdominis myocutaneous (MS-TRAM) flap group (8 cases) with the defect wound being repaired by the MS-TRAM flap. On post surgery day (PSD) 1, 3, 5, 7, and 14, the blood supply of the tissue flaps was evaluated using a self-made tissue flap blood supply evaluation scale. At 12 months after surgery, the patients' satisfaction with the efficacy of tissue flap repair was evaluated using the satisfaction score standard for flap efficacy. Before surgery and at 3 and 12 months after surgery, a self-made abdominal wall strength evaluation scale was used to evaluate the strength of abdominal wall. At 12 months after surgery, a self-made abdominal appearance evaluation scale was used to evaluate the condition of abdominal scars, degree of abdominal symmetry, the appearance and restoration of umbilicus, abdominal protrusion during dressing, and formation of folds on both sides of the abdomen. Data were statistically analyzed with analysis of variance for repeated measurement, independent sample t test, paired sample t test, and Fisher's exact probability test. Results: On PSD 1, 3, 5, 7, and 14, there was no significant change in the blood supply score of tissue flaps of patients in the two groups, and there was no statistically significant difference between the two groups (P>0.05). At 12 months after surgery, the satisfaction ratio of patients in DIEP flap group with tissue flap repair efficacy was 8/9, which was close to 7/8 in MS-TRAM flap group (P>0.05). The preoperative abdominal wall strength of patients between the two groups was similar (P>0.05), while the abdominal wall strength of patients in DIEP flap group was significantly stronger than that in MS-TRAM flap group at 3 and 12 months after surgery (with t values of 3.09 and 3.02, respectively, P<0.05). Compared with the preoperative strength within each group, the abdominal wall strength of patients in DIEP flap group at 3 months after surgery and in MS-TRAM flap group at 3 and 12 months after surgery decreased significantly (with t values of 6.04, 9.71, and 2.91, respectively, P<0.05), which did not change significantly in DIEP flap group at 12 months after surgery (P>0.05). At 12 months after surgery, the scores of abdominal scars, degree of abdominal symmetry, the appearance and restoration of umbilicus, abdominal protrusion during dressing, and formation of folds on both sides of the abdomen of patients were similar between the two groups (P>0.05). Conclusions: Free transplantation of DIEP flap and MS-TRAM flap to repair the extensive skin and soft tissue defects in the limbs can achieve good repair results, including good blood supply of tissue flap and abdominal shape, and the patients' high degree of satisfaction with the efficacy of tissue flap repair. However, DIEP flap is superior to MS-TRAM flap in terms of long-term postoperative abdominal wall strength recovery, showing a broader prospect of application.

On the empirical validity of cumulative prospect theory: A response to the Wakker commentaries

In Bernheim and Sprenger (2020) and Bernheim, Royer, and Sprenger (2022), we devised and implemented a new test of rank-dependent probability weighting for Cumulative Prospect Theory (CPT). This paper responds to critical commentary by Wakker (2023), which recapitulates both Abdellaoui, Li, Wakker, and Wu (2020) and Wakker (2022a). We demonstrate that the Wakker commentaries proceed from fundamental misconceptions concerning the structure of our tests, rely on unsubstantiated assertions that are falsified by evidence and robustness analyses they ignore, misrepresent our positions, and involve a host of other conceptual and methodological errors. In short, the critique lacks scientific merit.

Application of preoperative serum CYFRA 21-1 level in the prognosis of colorectal cancer

To explore the predictive value of preoperative serum CYFRA 21-1 in colorectal cancer (CRC) resection patients. In this retrospective study, 456 patients with CRC who received surgical treatment in the Department of General Surgery, Affiliated Hospital of Nantong University from January 2016 to February 2018 were analyzed. Preoperative CYFRA 21-1, CEA, CA19-9 and pathological data of the study subjects were collected. Determine the cut-off value of CYFRA 21-1 based on the X-tile. Chi-square test or Fisher exact probability test were used to compare clinicopathological features in different CYFRA 21-1 level groups. Univariate and multivariate regression analysis of factors affecting 5-year overall survival (OS) and disease-free survival (DFS). Kaplan-Meier survival curves were used to analyze 5-year differences in OS and DFS in CRC patients with different levels of CYFRA 21-1, CEA and CA19-9. Receiver operating characteristic(ROC) was adopted. ROC curves were used to analyze the prognostic efficacy of CYFRA21-1 for CRC, and nomogram maps were used to predict 1, 3, and 5-year survival rates. The results showed that the optimal cut-off values of serum CYFRA 21-1, CEA and CA19-9 were 4.9 ng/ml, 29.2 ng/ml and 72.8 U/ml, respectively. Different gender, tumor size, location, degree of differentiation, depth of invasion, lymph node metastasis and tumor node metastasis (TNM) classification stage were significantly different between the two groups with high and low CYFRA 21-1, the P-values were 0.018,<0.001,<0.001,<0.001, 0.002, 0.001, 0.003, respectively. CYFRA 21-1 (≥4.9 ng/ml) was an independent risk factor for 5-year OS (HR: 4.008, 95%CI: 2.309-6.958, P<0.001) and DFS (HR: 3.75, 95%CI: 2.227-6.314, P<0.001) in CRC patients. CYFRA 21-1 predicts a 5-year AUC of 0.725 and 0.720 for OS and DFS, respectively, and 0.804 and 0.827 for the combination of CEA and CA19-9. Based on the results of multivariate Cox regression analysis, nomogram graphs of OS and DFS were established, the C-indexes were 0.799 and 0.803, respectively. In conclusion, preoperative serum CYFRA 21-1 level may be an independent risk factor affecting the prognosis of patients with colorectal cancer. The prognostic model established by CYFRA 21-1 combined with CEA, CA19-9 and TNM stages may provide references for the prevention of CRC recurrence and clinical decision-making.

BEVA primary care clinical guidelines: Diagnosis and management of equine pituitary pars intermedia dysfunction.

BEVA primary care clinical guidelines: Diagnosis and management of equine pituitary pars intermedia dysfunction.