cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21744162.v1
title: Microscopic identification of brazilian commercial wood species via machine-learning

description: ABSTRACT Background: Multiple challenges are faced by industry and certification agencies when commercializing tropical species. Anatomical similarities of tropical hardwoods impair identification. Deep learning models can facilitate microscopic identification of wood by using sophisticated techniques such as deep convolutional networks (DCNN). Our objective was to microscopically identify 23 commercially available Brazilian wood species using a custom DCNN model. Results: Photographs from microscopic slides of each wood species were processed, and the final data set contained 2,448 images. We applied stratified k-fold cross-validation technique during training to increase model’s robustness and trustworthiness. Thus, the dataset was divided into approximately 80% training (1,958 images) and 20% validation (490 images) for each fold. A series of augmentations were performed only on training data to include variations in rotation, zoom, and perspective. Image augmentation was performed on-the-fly. The network consisted of convolutions, max pooling, global average pooling, and fully connected layers. We tested the performance of the DCNN against accuracy, precision, recall, and F1-score on the validation set for each fold. Conclusion: The custom machine learned model accuracy was higher than 0.90. The model’s worst performance was identified in distinguishing between Toona ciliate and Khaya ivorensis, which was due more to wood variability than to a machine learning deficiency. Future studies should focus on integration, verification/monitoring, and updating of current models for end user manipulation, trust, ethics, and security.
DOI: 10.6084/m9.figshare.21744164
title: Profile of natural Trypanosoma cruzi infection among dogs from rural areas of southern Espírito Santo, Brazil

description: ABSTRACT Background: The emergence of Trypanosoma cruzi infection via oral transmission has a habitual character in its primitive endemic cycle. Recent findings revealed the first death by oral transmission of T. cruzi in the state of Espírito Santo, Brazil, in 2012, which was recorded in the rural area of Guarapari. This study evaluated the characteristics related to the occurrence of natural T. cruzi infection among dogs from the rural areas of Alegre and Iconha, municipalities of Espírito Santo. Methods: Logistic regression analysis of factors contributing to serological detection of T. cruzi in dogs was performed in environments where Espírito Santo’s Department of Health Surveillance had previously notified triatomines positive for Trypanosoma spp. from 2014 to 2017. Results: A total of 36 dogs were analyzed, of which 10 (27.77%) tested positive, one was borderline (2.79%), and 25 tested negative (69.44%) for T. cruzi infection. São Caetano, a district from the Iconha municipality, presented a 25 times greater chance for the detection of positive tests (OR:25; 95% CI; 2.37-&gt;100). Dogs with updated mandatory vaccination presented with a lower risk of positive serodiagnosis (OR:0.12; 95% CI: 0.02-0.63). Conclusions: Our results highlight for the first time the occurrence of natural T. cruzi canine infection, detected in the municipality of Iconha, mainly among dogs with un-updated mandatory vaccines in the district of São Caetano.
DOI: 10.6084/m9.figshare.21744164.v1
title: Profile of natural Trypanosoma cruzi infection among dogs from rural areas of southern Espírito Santo, Brazil

description: ABSTRACT Background: The emergence of Trypanosoma cruzi infection via oral transmission has a habitual character in its primitive endemic cycle. Recent findings revealed the first death by oral transmission of T. cruzi in the state of Espírito Santo, Brazil, in 2012, which was recorded in the rural area of Guarapari. This study evaluated the characteristics related to the occurrence of natural T. cruzi infection among dogs from the rural areas of Alegre and Iconha, municipalities of Espírito Santo. Methods: Logistic regression analysis of factors contributing to serological detection of T. cruzi in dogs was performed in environments where Espírito Santo’s Department of Health Surveillance had previously notified triatomines positive for Trypanosoma spp. from 2014 to 2017. Results: A total of 36 dogs were analyzed, of which 10 (27.77%) tested positive, one was borderline (2.79%), and 25 tested negative (69.44%) for T. cruzi infection. São Caetano, a district from the Iconha municipality, presented a 25 times greater chance for the detection of positive tests (OR:25; 95% CI; 2.37-&gt;100). Dogs with updated mandatory vaccination presented with a lower risk of positive serodiagnosis (OR:0.12; 95% CI: 0.02-0.63). Conclusions: Our results highlight for the first time the occurrence of natural T. cruzi canine infection, detected in the municipality of Iconha, mainly among dogs with un-updated mandatory vaccines in the district of São Caetano.
DOI: 10.6084/m9.figshare.21744165
title: Living and health conditions of public basic education teachers, economic providers for their families during the Covid-19 pandemic, in Minas Gerais

description: Abstract The objective was to analyze differences in living and health conditions of teachers who are the main providers for their household compared to co-providers during the COVID-19 pandemic. The cross-sectional study was carried out in 2020, through an online form sent to teachers of public schools in the state of Minas Gerais, Brazil. The dependent variable was whether or not they were their family’s main provider (main provider vs. co-provider) and independent variables were grouped into sociodemographic, occupational, health status and behaviors. Only women’s data were analyzed and logistic regression was estimated. Among the 12,817 participating female schoolteachers, 47.2% declared to be the main providers. In this subgroup, there was a predominance of older women, who lived without a partner, with children and, in general, these teachers presented worse socioeconomic conditions, greater accumulation of work and less healthy behaviors. The results of the present study allow to identify disadvantages in living and health conditions of female schoolteachers who are the main financial providers of their families compared to co-providers.
DOI: 10.6084/m9.figshare.21744165.v1
title: Living and health conditions of public basic education teachers, economic providers for their families during the Covid-19 pandemic, in Minas Gerais

description: Abstract The objective was to analyze differences in living and health conditions of teachers who are the main providers for their household compared to co-providers during the COVID-19 pandemic. The cross-sectional study was carried out in 2020, through an online form sent to teachers of public schools in the state of Minas Gerais, Brazil. The dependent variable was whether or not they were their family’s main provider (main provider vs. co-provider) and independent variables were grouped into sociodemographic, occupational, health status and behaviors. Only women’s data were analyzed and logistic regression was estimated. Among the 12,817 participating female schoolteachers, 47.2% declared to be the main providers. In this subgroup, there was a predominance of older women, who lived without a partner, with children and, in general, these teachers presented worse socioeconomic conditions, greater accumulation of work and less healthy behaviors. The results of the present study allow to identify disadvantages in living and health conditions of female schoolteachers who are the main financial providers of their families compared to co-providers.
DOI: 10.6084/m9.figshare.21744167
title: Radiographic pelvimetry in the Tamandua tetradactyla

description: ABSTRACT: The pelvis, formed by the ilium, ischium and pubis, forms the coxal, which is the largest of the flat bones of the skeleton, with an important role in the physiology of birth. Vastly studied in domestic animals, there is still much to be investigated regarding the anatomical classification in wild animals, mainly aiming to improve the understanding of the reproductive management of the species. Tamandua tetradactyla is one of these species in which morphological studies are still scarce, especially when it comes to reproductive aspects. In this context, we carried out the pelvimetry of T. tetradactyla using radiographic images to anatomically and obstetrically classify the pelvis of this species, classifying it as dolicopelvic, with evidence of homoscedasticity of the samples. Verification of the existence of a relationship between the variables studied by the statistical method of Pearson coefficients showed positive correlations of high intensity for the diameters studied (P &lt; 0.01). Thus, we believed that our findings may support future reproductive studies in this species.
DOI: 10.6084/m9.figshare.21744167.v1
title: Radiographic pelvimetry in the Tamandua tetradactyla

description: ABSTRACT: The pelvis, formed by the ilium, ischium and pubis, forms the coxal, which is the largest of the flat bones of the skeleton, with an important role in the physiology of birth. Vastly studied in domestic animals, there is still much to be investigated regarding the anatomical classification in wild animals, mainly aiming to improve the understanding of the reproductive management of the species. Tamandua tetradactyla is one of these species in which morphological studies are still scarce, especially when it comes to reproductive aspects. In this context, we carried out the pelvimetry of T. tetradactyla using radiographic images to anatomically and obstetrically classify the pelvis of this species, classifying it as dolicopelvic, with evidence of homoscedasticity of the samples. Verification of the existence of a relationship between the variables studied by the statistical method of Pearson coefficients showed positive correlations of high intensity for the diameters studied (P &lt; 0.01). Thus, we believed that our findings may support future reproductive studies in this species.
DOI: 10.6084/m9.figshare.21679255
title: The effect of education on pain and functionality on patients with musculoskeletal dysfunctions of the upper limb: a systematic review

description: ABSTRACT This study verifies the effects of patient education (PE) in patients with musculoskeletal disorders of the upper limb (UL) on pain and/or functionality. The PubMed, Cochrane, PEDro, SciELO, and LILACS databases were independently searched by two reviewers, from the beginning of the publications until April 2021. We included randomized clinical trials with individuals with musculoskeletal disorders of the UL with pain and/or functionality outcomes, who have undergone intervention with PE. Reviewers independently determined study eligibility, extracted data, and assessed methodological quality using the PEDro scale. We included eight studies, totaling 603 participants. Compared to the controlled group, the PE intervention showed better results in three studies for pain relief and/or functionality improvement. Apparently, PE is more effective when combined with exercise.
DOI: 10.6084/m9.figshare.21679255.v1
title: The effect of education on pain and functionality on patients with musculoskeletal dysfunctions of the upper limb: a systematic review

description: ABSTRACT This study verifies the effects of patient education (PE) in patients with musculoskeletal disorders of the upper limb (UL) on pain and/or functionality. The PubMed, Cochrane, PEDro, SciELO, and LILACS databases were independently searched by two reviewers, from the beginning of the publications until April 2021. We included randomized clinical trials with individuals with musculoskeletal disorders of the UL with pain and/or functionality outcomes, who have undergone intervention with PE. Reviewers independently determined study eligibility, extracted data, and assessed methodological quality using the PEDro scale. We included eight studies, totaling 603 participants. Compared to the controlled group, the PE intervention showed better results in three studies for pain relief and/or functionality improvement. Apparently, PE is more effective when combined with exercise.
DOI: 10.6084/m9.figshare.21744170
title: Validity Evidence of the Social Dominance Orientation Scale in Brazil

description: Abstract This study aims to cross-culturally adapt the Social Dominance Orientation Scale (SDO7) for the Brazilian context, propose a reduced version of the instrument, and assess its factor structure and validity evidences. Participants included 1,056 individuals across four different samples collected online. Confirmatory factor analyses indicated the best fit indices for the original four-factor structure, two substantial (Dominance x Anti-Egalitarianism) and two methodological (pro-trait x counter-trait). The substantial factors had Cronbach’s alpha values above 0.70 in all samples. Furthermore, both the long and reduced versions of the scale were highly correlated with political self-categorization. Hence, the instrument in its long and reduced versions showed good validity and reliability evidences for the Brazilian context and can be used in future studies.
DOI: 10.6084/m9.figshare.21744170.v1
title: Validity Evidence of the Social Dominance Orientation Scale in Brazil

description: Abstract This study aims to cross-culturally adapt the Social Dominance Orientation Scale (SDO7) for the Brazilian context, propose a reduced version of the instrument, and assess its factor structure and validity evidences. Participants included 1,056 individuals across four different samples collected online. Confirmatory factor analyses indicated the best fit indices for the original four-factor structure, two substantial (Dominance x Anti-Egalitarianism) and two methodological (pro-trait x counter-trait). The substantial factors had Cronbach’s alpha values above 0.70 in all samples. Furthermore, both the long and reduced versions of the scale were highly correlated with political self-categorization. Hence, the instrument in its long and reduced versions showed good validity and reliability evidences for the Brazilian context and can be used in future studies.
DOI: 10.6084/m9.figshare.21744171
title: Inventory of Father Involvement and Fathers’ Perceptions of Family Life

description: Abstract Cross-cultural comparisons of father involvement and related issues are still scarce, as are consolidated measures for its assessment. We examined relationships among father involvement and family-related variables, in Brazil, and then compared these results with findings from other countries. In total, 200 fathers with children aged 5 to 10 completed the Brazilian version of the Inventory of Father Involvement (IFI-BR), and measures of stress, marital satisfaction, parent-child relationship, children’s social skills and their behavior problems. Correlations among these variables were between .32 and .58, providing new evidence of validity for the IFI-BR. When comparing Brazilian results with correlations observed in other countries, the majority did not differ in magnitude, indicating that father involvement systematically influences the fathers’ well-being, family relationships, and their children’s socioemotional development, in different countries. In addition to the psychometric evidence for the IFI-BR, these results also indicate the potential for using the IFI in different cultures.
DOI: 10.6084/m9.figshare.21744173
title: The Basic Empathy Scale: Evidence of Internal Structure in the Brazilian Context

description: Abstract This study aimed to investigate evidence for the internal structure of the 20 item Basic Empathy Scale (BES-20), and verify the parameters of each of its items. The participants totaled 300 subjects from the community sample who answered both the BES-20 and demographic questions. The results indicated a two-factor measure involving: affective empathy (α = .84 and ω =.84) and cognitive empathy (α =.84 and ω =.84). Analyses using Item Response Theory demonstrated that the items of the BES-20 properly discriminated between participants, requiring low levels of latent trait for agreement/checking-off responses in each category. In addition, we developed a 10 item (short-form) version (BES-10) which when compared to the full version yielded equivalent psychometric parameters and information scores. Overall, both the BES-20 and BES-10 were confirmed as qualified for psychometric use in future studies to measure empathy in Brazil.
DOI: 10.6084/m9.figshare.21744173.v1
title: The Basic Empathy Scale: Evidence of Internal Structure in the Brazilian Context

description: Abstract This study aimed to investigate evidence for the internal structure of the 20 item Basic Empathy Scale (BES-20), and verify the parameters of each of its items. The participants totaled 300 subjects from the community sample who answered both the BES-20 and demographic questions. The results indicated a two-factor measure involving: affective empathy (α = .84 and ω =.84) and cognitive empathy (α =.84 and ω =.84). Analyses using Item Response Theory demonstrated that the items of the BES-20 properly discriminated between participants, requiring low levels of latent trait for agreement/checking-off responses in each category. In addition, we developed a 10 item (short-form) version (BES-10) which when compared to the full version yielded equivalent psychometric parameters and information scores. Overall, both the BES-20 and BES-10 were confirmed as qualified for psychometric use in future studies to measure empathy in Brazil.
DOI: 10.6084/m9.figshare.21744176
title: Cheating Motivation Scale: Evidence Of Validity And Reliability

description: Abstract This study aimed to adapt the Motivation to Cheat Scale (MCS) to the Brazilian student context, gathering evidence of validity based on its internal structure. Two studies were carried out. In Study 1, the 20 items of the MCS were translated into Portuguese and evaluated semantically by ten students, who consider them sufficiently understandable. Subsequently, seeking to know the internal structure of the measure, there was the participation of 212 high school students (M = 16.10 years; SD = 1.02). An exploratory factor analysis indicated the existence of two factors (search for success and moral initiation), which were saturated 18 items. O Study 2 aimed to verify this factorial structure. Logo, the 18 items answered by 229 high school students (M = 16.20 years; SD = 1.23). A confirmatory factorial analysis confirmed bifactorial adjustment. MCS has evidence of validity based on internal structure, which can be used in research outside of Brazil.
DOI: 10.6084/m9.figshare.21744176.v1
title: Cheating Motivation Scale: Evidence Of Validity And Reliability

description: Abstract This study aimed to adapt the Motivation to Cheat Scale (MCS) to the Brazilian student context, gathering evidence of validity based on its internal structure. Two studies were carried out. In Study 1, the 20 items of the MCS were translated into Portuguese and evaluated semantically by ten students, who consider them sufficiently understandable. Subsequently, seeking to know the internal structure of the measure, there was the participation of 212 high school students (M = 16.10 years; SD = 1.02). An exploratory factor analysis indicated the existence of two factors (search for success and moral initiation), which were saturated 18 items. O Study 2 aimed to verify this factorial structure. Logo, the 18 items answered by 229 high school students (M = 16.20 years; SD = 1.23). A confirmatory factorial analysis confirmed bifactorial adjustment. MCS has evidence of validity based on internal structure, which can be used in research outside of Brazil.
DOI: 10.6084/m9.figshare.21744179
title: Influence of different aspects on psychoacoustic measurements of patients with chronic tinnitus

description: ABSTRACT Purpose: to verify the sex, age, tinnitus location, presence or absence of hearing loss, its degree, and the psychoacoustic measurements (pitch, loudness, minimum masking level [MML], and residual inhibition [RI]) of patients with chronic tinnitus and their relationships. Methods: the study included subjects of both sexes, aged 25 to 85 years, with complaints of chronic tinnitus, followed up at the health service where the research was conducted. They were submitted to medical history survey, basic audiological assessment, and pitch, loudness, RI, and MML research. The following statistical tests were used: chi-square test, Fisher’s exact test, Wilcoxon-Mann-Whitney U test, Kruskal-Wallis test, and Spearman’s correlation coefficient. The significance level was set at 5% (p≤0.05). Results: the type of tinnitus was associated with the presence or absence of hearing loss (HL), degree of HL, MML, and loudness; age was associated with the presence or absence of HL and its degree. There was a directly weak proportional correlation between loudness and MML, whereas the correlations between pitch and loudness, pitch and MML, and RI and MML were weak and inversely proportional. Conclusion: both the affected subjects and their tinnitus characteristics were heterogeneous. The results indicate that some variables influence one another, which also happens between psychoacoustic measurements.
DOI: 10.6084/m9.figshare.21744179.v1
title: Influence of different aspects on psychoacoustic measurements of patients with chronic tinnitus

description: ABSTRACT Purpose: to verify the sex, age, tinnitus location, presence or absence of hearing loss, its degree, and the psychoacoustic measurements (pitch, loudness, minimum masking level [MML], and residual inhibition [RI]) of patients with chronic tinnitus and their relationships. Methods: the study included subjects of both sexes, aged 25 to 85 years, with complaints of chronic tinnitus, followed up at the health service where the research was conducted. They were submitted to medical history survey, basic audiological assessment, and pitch, loudness, RI, and MML research. The following statistical tests were used: chi-square test, Fisher’s exact test, Wilcoxon-Mann-Whitney U test, Kruskal-Wallis test, and Spearman’s correlation coefficient. The significance level was set at 5% (p≤0.05). Results: the type of tinnitus was associated with the presence or absence of hearing loss (HL), degree of HL, MML, and loudness; age was associated with the presence or absence of HL and its degree. There was a directly weak proportional correlation between loudness and MML, whereas the correlations between pitch and loudness, pitch and MML, and RI and MML were weak and inversely proportional. Conclusion: both the affected subjects and their tinnitus characteristics were heterogeneous. The results indicate that some variables influence one another, which also happens between psychoacoustic measurements.