A prediction nomogram for residual after negative pressure aspiration for endogenic cesarean scar ectopic pregnancy: a retrospective study by Yan Lei, Na Zhang, Yu Liu, Xin Du

“…The Hosmer–Lemeshow test indicated good model fit (P = 0.861), and the calibration curve was close to the ideal diagonal line. …”
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Development and validation of the Information Literacy Measurement Scale (ILMS-34) in Chinese public health practitioners by Hui Li, Ke-Ying Li, Xia-Rong Hu, Xuan Hong, Yan-Ting He, Hua-Wei Xiong, Yi-Li Zhang

“…Subsequent CFA showed a good model fit of the four-factor structure (χ2/df = 1.485, RMSEA = 0.043, SRMR = 0.038, TLI = 0.977, CFI = 0.979). …”
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Prevalence of anaemia and its associated factors among HIV-infected adults at the time of ART initiation at Debre Markos Comprehensive Specialized Hospital, Northwest Ethiopia: a r... by Agazhe Aemro, Belayneh Shetie Workneh, Enyew Getaneh Mekonen, Mulugeta Wassie, Basazinew Chekol

“…To identify factors for anaemia, bivariate and multivariate logistic regression models were fitted. Model fitness was checked using the Hosmer-Lemeshow goodness-of-fit test.Results From 473 patients’ charts, 468 charts were included in the analysis, and a total of 164 anaemia cases were recorded. …”
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Investigating the Relationships between Internet Addiction and Suicidal Ideation in Adolescent Girls by Zeynab Akbari, Fatemeh Serjouie, Jafar Sarani Yaztappeh, Mohammad Hossein Turkzadeh, Faeze Ziaei, Ali Bagheri, Maryam Sate Zohd, Amir Sam Kianimoghadam

“…Method: The current correlational study employed a structural equation modeling approach. Model fit indices such as the Chi-square to degrees of freedom ratio (CMIN/DF), normed fit index (NFI), root mean square error of approximation (RMSEA), Tucker-Lewis index (TLI), and goodness-of-fit index (CFI) were reported to assess the model’s adequacy. …”
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Understanding social behaviours across neurodiverse young people: roles of social cognition and self-regulation by Iciar Iturmendi-Sabater, Evdokia Anagnostou, Marc A. Fournier, Jennifer Crosbie, Russell Schachar, Robert Nicolson, Stelios Georgiadis, Elizabeth Kelley, Jessica Jones, Jessica Brian, Hsiang-Yuan Lin, Meng-Chuan Lai

“…We tested social cognition-by-dysregulation interactions, and whether dysregulation mediated the social cognition–social behaviours association. We assessed model fits in the test set. Results Two social cognition components adequately explained social behaviours (13.88%). …”
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Development of a zoonotic influenza distribution assessment and ranking system (ZIDAR): Technical application in Nepal to support cross-sectoral risk-based surveillance by Adam Charette-Castonguay, Dipendra Gautam, Binay Shrestha, Hemant Chandra Ojha, Barun Kumar Sharma, Mukul Upadhayaya, Sujan Rana, Roshika Shrestha, Lok Bandu Chaudhary, Bhawana Kandel, Rudra Prasad Marasini, Sharmila Chapagain, Tulsi Ram Gompo, Surendra Karki, Apsara Poudel, Saugat Shrestha, Avinash Sunny Kayastha, Arun Kumar Govindakarnavar, Reuben Samuel, Allison Gocotano, Pushpa Ranjan Wijesinghe, Nilesh Buddha, Edwin Ceniza Salvador, Manish Kakkar, Ricardo J. Soares Magalhães

“…The model development and performance assessment steps of the technical stage includes a model calibration step to maximise model fitness with regards to wildlife and animal interfaces by finding pareto-efficient sets of weights for risk factors. …”
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Association of a multiplex immune marker panel with incident cognitive impairment and dementia: The Northern Manhattan Study by Mohammad Abdurrehman Sheikh, Michelle P. Moon, Clinton B. Wright, Jose Gutierrez, Minghua Liu, Tatjana Rundek, Ken Cheung, Mady Hornig, Mitchell S.V. Elkind

“…Results: Among 1179 participants (mean age 70.0 ± 8.9 years, 60% women, 68% Hispanic), immune markers improved model fit above demographic and vascular risk factors (p-value for likelihood ratio test <0.0001) as correlates of MCI/dementia. …”
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Presenting the entrepreneurial school model in Iran by tayebeh shahrostambeig, esmat Masoudi Nadushan, zahra taleb

“…Also, the GOF value is equal to 0.645, which indicates a strong model fit. Extended abstract Introduction Today, economic and social changes and developments have made the need for effective education necessary. …”
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Factors affecting decision making among nurse managers working in government hospitals by Wubete Abeje, Belachew Tegegne, Zenebe Tefera, Yosef Zenebe, Wondwossen Yimam, Birhanu Desu, Yismaw Andargie, Muluken Amare, Molla Kassa, Mulugeta W/Selassie

“…The bi-variable logistic regression analysis model was used to identify the potential predictor variable, with p-value &lt;0.25 was fitted into the multivariable logistic regression analysis model; p-value less than 0.05 and an adjusted odds ratio (AOR) with a 95% confidence interval (CI) was used to declare, factors associated with the outcome variable. The model fitness was checked by using the Hosmer and Lemeshow test. …”
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Admission outcomes and their associated factors among children admitted to the paediatric emergency unit within 24 hours of Dilla University Referral Hospital, Ethiopia, 2023: a cr... by Binyam Tariku Seboka, Tomas Yeheyis, Yihenew Ayehu Dessie, Samuel Jigso Dube, Abel Desalegn Demeke, Mekdes Mekonnen Feleke, Abdo Hajo Jarso, Asresu Feleke Bati, Etaferaw Udo, Selam Tadele Markos, Chalachew Kassaw, Amdehiwot Aynalem Debebe, Ephrem Geja Gechere

“…A multinomial logistic regression model was used to determine the factors associated with admission outcomes. Overall model fitness was checked using the likelihood ratio test.Result Out of 885 patient charts reviewed, the magnitude of patients improved, transferred, died, referred and discharged against medical advice was 51%, 40.9%, 7.6%, 0.1% and 0.4%, respectively. …”
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Prevalence and determinants of HIV among reproductive-age women (15–49 years) in Africa from 2010 to 2019: a multilevel analysis of demographic and health survey data by Alemu Gedefie, Amare Muche, Anissa Mohammed, Aznamariam Ayres, Dagnachew Melak, Eyob Tilahun Abeje, Fekade Demeke Bayou, Fekadeselassie Belege Getaneh, Lakew Asmare, Abel Endawkie

“…The outcome variable was HIV status, while individual- and community-level variables served as potential predictors. The model fit was assessed using Akaike’s Information Criterion, Bayesian Information Criterion, and − 2 Log likelihood. …”
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Interpreting machine learning models based on SHAP values in predicting suspended sediment concentration by Houda Lamane, Latifa Mouhir, Rachid Moussadek, Bouamar Baghdad, Ozgur Kisi, Ali El Bilali

“…Three metrics (coefficient of correlation (r), root mean square error (RMSE), and Nash–Sutcliffe model-fit efficiency (NSE)) and a more advanced interpretation system SHapley Additive exPlanations (SHAP) are used to assess the performance of these models applied to hydro-climatic datasets for prediction of SSC. …”
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A new health literacy scale for staff in preschool childcare institution: development and preliminary validation by Xinqi Zhuang, Yitong Jia, Tianxin Cui, Ge Meng, Jianzhong Zhang, Linxia He, Yin-Ping Zhang

“…The goodness-of-fit indices signified an adequate model fit (χ2/df = 2.093, RMSEA = 0.063, RMR = 0.031, GFI = 0.852, CFI = 0.958, NFI = 0.923, IFI = 0.958, TLI = 0.953, PCFI = 0.844). …”
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Building National Identity from Within: The Role of Self-Competence in Strengthening National Identity by B. Baydhowi, M. Preston, V. Syahputra, A.D. Cahyani, D. Rabitha

“…The findings indicate that individuals with higher internal locus of control tend to perceive themselves as competent and are more likely to strongly identify with their nation. Model fit indices demonstrated good fit (Chi-square = 0,077, CFI = 1,00, RMSEA = 0,024, SRMR = 0,026). …”
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Event Marketing Model in the Industrial Markets by Abolfazl khosravi, Mohammad Hosein Yarahmadzehi, Mohammad Mahdieh Najafabadi, Maysam Shafiee, Zohreh Alizadeh Yazdi

“…Finally, according to the results of the expert evaluation and data analysis, academic and practical suggestions are presented.Introduction This research has provided a good model for event marketing in industrial markets, given the necessity of using the event marketing and previous research. In this model, fitness between brand and event, information exchange, and engaging in the event as Prerequisites, event image and lasting event experience as  dimensions, and loyalty and quality of relationships have been studied as the main results of event marketing in industrial markets.Case study The present study was conducted to designing an event marketing model in  industrial markets and this model was tested on the participants of the first National Steel Festival of Iran.Materials and Methods This research is practical in terms of purpose and descriptive-survey based on the method. …”
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Prognostic Value of Inflammatory and Nutritional Indicators in Non-Metastatic Soft Tissue Sarcomas by Yan Y, Zhang Y, Chen Y, Zhong G, Huang W, Zhang Y

“…Further analysis showed that SIRI and AGR have a high C-index, LR_χ 2, and − 2 log-likelihood, lower AIC and BIC, indicating a better model fit for overall survival (OS) and disease-free survival (DFS). …”
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Cross-cultural adaptation and psychometric properties of the Chinese version of the Orthorexia Nervosa Inventory by Xinzhang Sun, Ying Lu, Chengping Jian, Hanqing Zhang, Hanqing Zhang

“…The test–retest reliability was 0.987, with a 95% confidence interval ranging from 0.978 to 0.993, suggesting excellent stability over time and strong consistency across different measurement points. All model fit indices fell within acceptable ranges, affirming the structural validity of the Chinese version. …”
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A nomogram model based on albumin-bilirubin score for predicting 90-day prognosis in patients with acute-on-chronic liver failure by Wei Ding, Wei Ding, Jiandong Shen, Li Zhang, Li Zhang, Jianguo Shao, Zhaolian Bian, Hong Xue

“…The Hosmer-Lemeshow test indicated a good model fit with a p-value of 0.287 for the training set and 0.423 for the validation set. …”
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Management Control System and Financial Performance of Micro Finance Institutions in Central Region Uganda by Arthur, Sunday, Caleb, Tamwesigire, Caroline Masiko, Murezi, George Stanley, Kinyata, Godfrey, Barigye, Keneth, Nuwagira, Moses, Agaba

“…Structural Equations Modeling with Analysis of Moment Structures were used to for statistical modeling Besides, Hierarchical regression was used to test the predictive power of the variables and indicate precisely what happens to the model as different predictor variables are introduced in the model fit. This study revealed that two of the predictor variables are strong predictors of financial performance of MFIs. …”
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Real-world short-term outcomes and treatment regimen comparisons in patients with metastatic renal cell carcinoma treated with first-line immune combinations by Masato Kikuta, Sei Naito, Takahiro Osawa, Kazuyuki Numakura, Takafumi Narisawa, Yuki Takai, Mayu Yagi, Yuya Sekine, Ojiro Tokairin, Nobuo Shinohara, Tomonori Habuchi, Norihiko Tsuchiya

“…Progression free survival (PFS), time to treatment failure 2 (TTF2), and overall survival (OS) were compared between IMDC risk categories. Model fit was assessed using the c-index. The inverse probability of treatment weighting (IPTW) method was used to adjust and compare outcomes between IO-IO and IO-TKI, except for IMDC favorable risk patients due to the small number of IO-IO cases. …”
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