cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21918962.v1
title: Do deficiencies in CanMEDS competencies of dismissed residents differ according to specialty?

description: Program directors dismiss a small percentage of residents from residency training programs, presumably due to underperformance or lack of progress. Whether underperformance in competency domains differs by residents’ specialty is unknown. In 2021, we analysed the case law of Dutch residents who were dismissed from training by the program director, and who challenged this dismissal before the national conciliation board between 2011 and 2020. Across medical specialties we compared which of the CanMEDS competency domains these residents failed to meet. We found 116 cases of residents dismissed from their training programmes who challenged the decision of the program director before the board. In general, most residents were unable to meet the requirements of several CanMEDS competency domains (usually: medical expert, communicator, and professional). In surgery, all dismissed residents failed to meet the competency domain of the medical expert, while most of the dismissed psychiatry residents met this domain. In specialties with a primarily diagnostic task, more dismissed residents failed to meet the competency domain of the scholar, while dismissed general medicine residents (for example family medicine and nursing homecare) were less likely to do so. Residents in general medicine, more often than other specialties, however, failed to meet the competency domain of the professional. Residents dismissed from training, who challenged their dismissal, failed to meet the requirements of multiple CanMEDS competency domains. Competency domain failures differ by specialty.
DOI: 10.6084/m9.figshare.21546006.v1
title: A narrative review of course evaluation methods for continuing professional development: The case of paediatric and neonatal acute-care in-service courses in low and lower-middle income countries: BEME Guide No. 76

description: Training a skilled healthcare workforce is an essential part in reaching the United Nations Sustainable Development Goal to end preventable deaths in children and neonates. The greatest burden of mortality lies in low and lower-middle income countries (LLMIC). Short term, in-service courses have been implemented in many LLMIC to improve the quality of care delivered, but the evaluation methods of these courses are inconsistent. Studies describing evaluations of course and outcome measures were included if the course lasted seven days or less with postgraduate participants, included paediatric or neonatal acute or emergency training and was based in a LLMIC. This narrative review provides a detailed description of evaluation methods of course content, delivery and outcome measures based on ‘Context, Input, Process and Product’ (CIPP) and Kirkpatrick models. 5265 titles were screened with 93 articles included after full-text review and quality assessment. Evaluation methods are described: context, input, process, participant satisfaction, change in learning, behaviour, health system infrastructure and patient outcomes. Outcomes, including mortality and morbidity, are rightly considered the fundamental aim of acute-care courses in LLMIC. Course evaluation can be difficult, especially with low resources, but this review outlines what can be done to guide future course organisers in providing well-conducted courses with consistent outcome measures for maximum sustainable impact.
DOI: 10.6084/m9.figshare.21972311.v1
title: Medical students remote consulting from home and from the health centre: A survey of prevalence and supervisor perspectives

description: A shift to remote consulting characterised the early stages of the COVID-19 pandemic in general practice which resulted in significant changes in the delivery of medical education. It is unclear whether these changes have been sustained and how they are perceived by faculty. We surveyed a defined population of GP practices during April 2022 with questions to elicit estimates of medical student involvement in different types of remote consultation and supervisor ratings of their confidence in supervising different modalities of remote consultation. We performed thematic analysis on free text responses from a 'resistance to change’ perspective. A response rate of 96% (<i>n</i> = 115) was achieved. Analysis of quantitative data identified that a significant proportion of student consultations were remote, however there was a large variation between practices. Supervisor confidence was lowest for students consulting from home. Thematic analysis identified ways in which clinical supervisors may perceive the innovation to be at odds with their overriding commitments to safety, simplicity and quality. Remote consultations form a significant proportion of medical student activity in many practices. Some supervisors are reluctant to supervise medical students consulting from home and our findings suggest ways of addressing this so that the benefits of the innovation can be harnessed.
DOI: 10.5281/zenodo.8035643
title: Elastic properties of fibre reinforced composites

description: <pre><code class="language-markdown">## Structure of the datasets The data set contains the transverse elastic properties of uni-directional composite materials with the following details. ### Datasets: D1, D2, D3 and D4 | | Dataset: D1 | Dataset: D2 | Dataset: D3 | Dataset: D4 | |----------------- |------------------------|-----------------------|------------------------|------------------------| | **vf** range | [25, 75] | [25, 75] | [10, 25] | [10, 25] | | **Ecr** range | [5, 250] | [250, 500] | [250, 500] | [5, 250] | | **X_train** shape| (80, 250, 256, 256, 1) | - | - | - | | **y_train** shape| (80, 250, 8) | - | - | - | | **X_test** shape | (40, 250, 256, 256, 1) | (20, 250, 256, 256, 1)| ( 6, 250, 256, 256, 1) | (15, 200, 256, 256, 1) | | **y_test** shape | (40, 250, 8) | (20, 250, 8) | ( 6, 250, 8) | (15, 200, 8) | Here, + vf: fibre volume fraction + Ecr: Elastic moduli contrast, the ratio of fibre elastic moduls to that of the matrix + Each of the label arrays contain 8 columns, which are + column index =&gt; label `0 =&gt; Vf`, Fibre volume fraction `1 =&gt; Em`, Matrix elastic modulus `2 =&gt; NUm`, Matrix Poisson's ratio `3 =&gt; Ef`, Fibre elastic modulus `4 =&gt; NUf`, Fibre Poisson's ratio `5 =&gt; E22/Em` `6 =&gt; E33/Em` `7 =&gt; G23/Gm` </code></pre> rse elastic properties of uni-directional composite materials with the following details.
DOI: 10.5281/zenodo.8035642
title: Elastic properties of fibre reinforced composites

description: <pre><code class="language-markdown">## Structure of the datasets The data set contains the transverse elastic properties of uni-directional composite materials with the following details. ### Datasets: D1, D2, D3 and D4 | | Dataset: D1 | Dataset: D2 | Dataset: D3 | Dataset: D4 | |----------------- |------------------------|-----------------------|------------------------|------------------------| | **vf** range | [25, 75] | [25, 75] | [10, 25] | [10, 25] | | **Ecr** range | [5, 250] | [250, 500] | [250, 500] | [5, 250] | | **X_train** shape| (80, 250, 256, 256, 1) | - | - | - | | **y_train** shape| (80, 250, 8) | - | - | - | | **X_test** shape | (40, 250, 256, 256, 1) | (20, 250, 256, 256, 1)| ( 6, 250, 256, 256, 1) | (15, 200, 256, 256, 1) | | **y_test** shape | (40, 250, 8) | (20, 250, 8) | ( 6, 250, 8) | (15, 200, 8) | Here, + vf: fibre volume fraction + Ecr: Elastic moduli contrast, the ratio of fibre elastic moduls to that of the matrix + Each of the label arrays contain 8 columns, which are + column index =&gt; label `0 =&gt; Vf`, Fibre volume fraction `1 =&gt; Em`, Matrix elastic modulus `2 =&gt; NUm`, Matrix Poisson's ratio `3 =&gt; Ef`, Fibre elastic modulus `4 =&gt; NUf`, Fibre Poisson's ratio `5 =&gt; E22/Em` `6 =&gt; E33/Em` `7 =&gt; G23/Gm` </code></pre> rse elastic properties of uni-directional composite materials with the following details.
DOI: 10.5281/zenodo.8035647
title: GCB-2023-Wang-Satellite-Data

description: The dataset includes monthly TROPOMI SIF, FluxSat GPP, OCO-2 SIF, GPM precipitation, MODIS land type, and CERES Par during 2018-2021 used in the paper entitled "Elucidating climatic drivers of photosynthesis by tropical forests" by Wang et al. (GCB, 2023).
DOI: 10.5281/zenodo.8035646
title: GCB-2023-Wang-Satellite-Data

description: The dataset includes monthly TROPOMI SIF, FluxSat GPP, OCO-2 SIF, GPM precipitation, MODIS land type, and CERES Par during 2018-2021 used in the paper entitled "Elucidating climatic drivers of photosynthesis by tropical forests" by Wang et al. (GCB, 2023).
DOI: 10.26179/461w-8y09
title: RSV Nuyina Voyage 8 2022-23 Voyage Data, Macquarie Island
DOI: 10.6084/m9.figshare.23513307.v1
title: Establishment of SLC7A11‐knockout mouse and its functional investigation in melanoma

description: Establishment of SLC7A11‐knockout mouse and its functional investigation in melanoma
DOI: 10.17608/k6.auckland.21397377.v3
title: NeurIPS 2022 Datasets

description: This paper presents a comprehensive and quality collection of functional human brain network data for potential research in the intersection of neuroscience, machine learning, and graph analytics. <br> Anatomical and functional MRI images of the brain have been used to understand the functional connectivity of the human brain and are particularly important in identifying underlying neurodegenerative conditions such as Alzheimer's, Parkinson's, and Autism. Recently, the study of the brain in the form of brain networks using machine learning and graph analytics has become increasingly popular, especially to predict the early onset of these conditions. A brain network, represented as a graph, retains richer structural and positional information that traditional examination methods are unable to capture. However, the lack of brain network data transformed from functional MRI images prevents researchers from data-driven explorations. One of the main difficulties lies in the complicated domain-specific preprocessing steps and the exhaustive computation required to convert data from MRI images into brain networks. We bridge this gap by collecting a large amount of available MRI images from existing studies, working with domain experts to make sensible design choices, and preprocessing the MRI images to produce a collection of brain network datasets. The datasets originate from 5 different sources, cover 3 neurodegenerative conditions, and consist of a total of 2,642 subjects. <br> We test our graph datasets on 5 machine learning models commonly used in neuroscience and on a recent graph-based analysis model to validate the data quality and to provide domain baselines. To lower the barrier to entry and promote the research in this interdisciplinary field, we release our complete preprocessing details, codes, and brain network data. <br> <br> To stay informed about the new updates of the datasets, kindly provide us with your email address: https://forms.gle/KGAajR6LEysXWKvKA
DOI: 10.6084/m9.figshare.21723428
title: Extended Data 1

description: Table containing results of differential expression analysis. WT and S134A (n = 3 technical replicates/genotype) GR+ cells were treated with vehicle (veh) or Dex (1 µM) for 6 h and then processed for RNA-seq. Differential expression analysis was performed using DESeq2.
DOI: 10.6084/m9.figshare.21723428.v1
title: Extended Data 1

description: Table containing results of differential expression analysis. WT and S134A (n = 3 technical replicates/genotype) GR+ cells were treated with vehicle (veh) or Dex (1 µM) for 6 h and then processed for RNA-seq. Differential expression analysis was performed using DESeq2.
DOI: 10.6084/m9.figshare.21748031
title: Extended Data 2

description: GR S134-dependent motility genes that predict poor survival outcomes in breast cancer.
DOI: 10.6084/m9.figshare.21748031.v1
title: Extended Data 2

description: GR S134-dependent motility genes that predict poor survival outcomes in breast cancer.
DOI: 10.6084/m9.figshare.21723416
title: Supplemental Table 1

description: Gene ontology and Ingenuity pathway analysis results.
DOI: 10.6084/m9.figshare.21723416.v1
title: Supplemental Table 1

description: Gene ontology and Ingenuity pathway analysis results.
DOI: 10.34740/kaggle/ds/3402384
title: Elastic properties of fibre reinforced composites
DOI: 10.57967/hf/0758
title: srsd-feynman_hard_dummy
DOI: 10.57967/hf/0759
title: srsd-feynman_medium_dummy
DOI: 10.57967/hf/0760
title: srsd-feynman_easy_dummy
DOI: 10.57967/hf/0761
title: srsd-feynman_hard
DOI: 10.57967/hf/0762
title: srsd-feynman_medium
DOI: 10.57967/hf/0763
title: srsd-feynman_easy
DOI: 10.6084/m9.figshare.23513709
title: Feces 16S rRNA sequencing data

description: Human fecal samples 16S rRNA sequencing raw data.
DOI: 10.6084/m9.figshare.23513709.v1
title: Feces 16S rRNA sequencing data

description: Human fecal samples 16S rRNA sequencing raw data.
DOI: 10.5281/zenodo.6967442
title: Nonspeech7k dataset

description: The dataset consists of 7,014 files delivered as 32kHz, mono audio files in .wav format and divided into train and test sets. The train set consists of 6,289, and the test set consists of 725 files. The files were strongly manually annotated with a single ground-truth label. The length of each file is from 500 milliseconds to 4 seconds. The dataset is only allowed for non-commercial and academic research purposes under the creative commons (<strong>CC BY-NC-SA 4.0</strong>) license. If you use the dataset, please cite our paper and acknowledge the source(freesound.org, Youtube, and Aigei). More details about the <strong>Nonspeech7k </strong>dataset are available in our article. <strong>Article title:</strong> "Nonspeech7k dataset: Classification and analysis of human nonspeech sound"
DOI: 10.5281/zenodo.6967441
title: Nonspeech7k dataset

description: The dataset consists of 7,014 files delivered as 32kHz, mono audio files in .wav format and divided into train and test sets. The train set consists of 6,289, and the test set consists of 725 files. The files were strongly manually annotated with a single ground-truth label. The length of each file is from 500 milliseconds to 4 seconds. The dataset is only allowed for non-commercial and academic research purposes under the creative commons (<strong>CC BY-NC-SA 4.0</strong>) license. If you use the dataset, please cite our paper and acknowledge the source(freesound.org, Youtube, and Aigei). More details about the <strong>Nonspeech7k </strong>dataset are available in our article. <strong>Article title:</strong> "Nonspeech7k dataset: Classification and analysis of human nonspeech sound"
DOI: 10.58032/agh/lrxk5x
title: Transition metal sulfides for electrochemical applications: Controlled chemical conversion of CuS to Ag2S - numerical data collection

description: Transition metal sulfides have received great attention as electrocatalysts for electrochemical sensors and water electrolysis. In the present study, a facile and rapid chemical conversion route was used for the synthesis of partially and fully converted Ag2S from tube-like CuS. The morphology of the obtained materials was investigated by scanning electron microscopy (SEM) and transition electron microscopy (TEM), revealing that the complex shape of CuS was maintained after the conversion. Information about phase and elemental composition was obtained by X-ray diffraction (XRD), Raman spectroscopy, X-ray fluorescence spectrometry (XRF), and inductively coupled plasma optical emission spectrometry (ICP-OES). The surface composition was analyzed utilizing X-ray photoelectron spectroscopy (XPS). The results indicated that it was possible to precisely control the contribution of each sulfide by varying precursors ratio. Moreover, the conducted experiments enabled to schematically illustrate the CuS-Ag2S junction and propose a conversion mechanism. The electrochemical behavior of the materials was examined using cyclic voltammetry (CV) in the potential range of biomolecules electrooxidation as well as water splitting. Special attention was devoted to reactions occurring on Ag2S-modified electrodes in alkaline and neutral media. It was found that the formation of subsequent oxides, their reduction, and the recovery of Ag2S are diffusion-controlled processes.
DOI: 10.15151/esrf-es-1117953371
title: Austrian Crystallographic Diffraction Consortium

description: This proposed Austrian Crystallographic.... TO BE FILLED IN
DOI: 10.15151/esrf-es-1119937087
title: BAG for the Structural Biology Groups in Madrid

description: This proposal is a collaborative effort of the Structural Biology Groups of Madrid with the objective to form a strong core of scientist devoted to this area of research in Spain. It is composed of 18 groups distributed in 4 research Institutes.
DOI: 10.15151/esrf-es-1120150242
title: SAARLAND BAG: ATOMIC MECHANISMS OF ACTION OF MEMBRANE PROTEINS AND BIOSYNTHETIC ENZYMES

description: Projects are focussed primarily within the framework of the DFG-funded excellence network program in Homburg (Saar) on "Ca2+signals: Molecular Mechanisms und Integrative Functions" at Saarland University and a new joint multidisciplinary initiative of the University with the Helmholtz Institute of Pharmaceutical Research Saarland in Saarbrücken on natural bioactive compounds including their interactions with their target proteins. These projects involve the structure determination of membrane proteins and soluble proteins.
DOI: 10.6084/m9.figshare.16351976
title: Rehabilitation of a patient with bilateral rectus abdominis full thickness tear sustained in recreational strength training: a case report

description: Case Report. Abdominal wall muscle injuries have been reported in handball, tennis, and baseball; however, a bilateral full-thickness tear of the rectus abdominis muscle and its rehabilitation have not previously been described. This report aims to describe a case of an acute bilateral full-thickness rectus abdominis tear simulating an acute abdomen that presented to an emergency department. A 25-year-old male (169 cm, 84 kg) was transferred to the emergency room due to severe lancinating (Numerical Pain Rating 10/10) abdominal pain that occurred during weight training at a gym. An orthopedic surgeon, an internist, and a general surgeon assessed him for internal and surgical emergencies. The magnetic resonance imaging of his abdomen revealed a bilateral full-thickness tear of the rectus abdominis muscle. The patient was given an option of surgical repair of the RA, but he refused. Six weeks later, he attended our sports medicine department. A criteria-based rehabilitation program was planned, with weekly follow-ups. The patient could walk pain-free at 4<sup>th</sup> week and jog at 10<sup>th</sup> week of rehabilitation. Significant improvements in the range of movement of the trunk, pain levels and functional capacity were noted at discharge and 6 and 12-month follow-ups. Clinical management of this patient is described in detail, with emphasis on diagnostic ultrasonography. The structured rehabilitation program used for this patient resulted in a return to pre-injury level function.
DOI: 10.6084/m9.figshare.16351976.v1
title: Rehabilitation of a patient with bilateral rectus abdominis full thickness tear sustained in recreational strength training: a case report

description: Case Report. Abdominal wall muscle injuries have been reported in handball, tennis, and baseball; however, a bilateral full-thickness tear of the rectus abdominis muscle and its rehabilitation have not previously been described. This report aims to describe a case of an acute bilateral full-thickness rectus abdominis tear simulating an acute abdomen that presented to an emergency department. A 25-year-old male (169 cm, 84 kg) was transferred to the emergency room due to severe lancinating (Numerical Pain Rating 10/10) abdominal pain that occurred during weight training at a gym. An orthopedic surgeon, an internist, and a general surgeon assessed him for internal and surgical emergencies. The magnetic resonance imaging of his abdomen revealed a bilateral full-thickness tear of the rectus abdominis muscle. The patient was given an option of surgical repair of the RA, but he refused. Six weeks later, he attended our sports medicine department. A criteria-based rehabilitation program was planned, with weekly follow-ups. The patient could walk pain-free at 4<sup>th</sup> week and jog at 10<sup>th</sup> week of rehabilitation. Significant improvements in the range of movement of the trunk, pain levels and functional capacity were noted at discharge and 6 and 12-month follow-ups. Clinical management of this patient is described in detail, with emphasis on diagnostic ultrasonography. The structured rehabilitation program used for this patient resulted in a return to pre-injury level function.
DOI: 10.6084/m9.figshare.23513961
title: Fecal 16S rRNA sequencing data

description: Human fecal 16S rRNA sequencing data
DOI: 10.6084/m9.figshare.23513961.v1
title: Fecal 16S rRNA sequencing data

description: Human fecal 16S rRNA sequencing data
DOI: 10.5281/zenodo.8035773
title: Effects of winter wheat irrigation on local climate and extreme events over the North China by using the high resolution non-hydrostatic regional climate model

description: The control and irrigation simulation dataset from RegCM4.7.
DOI: 10.5281/zenodo.8035772
title: Effects of winter wheat irrigation on local climate and extreme events over the North China by using the high resolution non-hydrostatic regional climate model

description: The control and irrigation simulation dataset from RegCM4.7.
DOI: 10.5281/zenodo.8035917
title: Effects of winter wheat irrigation on local climate and extreme events over the North China by using the high resolution non-hydrostatic regional climate model

description: The control and irrigation simulation dataset from RegCM4.7.
DOI: 10.25914/6009600b58196
title: Australian Gridded Climate Data (AGCD) v1.0.0/ Australian Water Availability Project (AWAP)
DOI: 10.6084/m9.figshare.23513964
title: Data.sav

description: With the popularity of mobile Internet devices, the incidence of mobile phone addiction has been increasing, which has aroused the concern of all sectors of society. Due to the difficulty of eliminating the risk factors of mobile phone addiction, it’s significant for researchers to examine the function and underlying mechanisms of positive environmental factors in reducing individuals’ mobile phone addiction. Thus, the current study aimed to examine the relationship between family cohesion and adaptability and mobile phone addiction among university students and analyzed the mediating role of automatic thoughts as well as the moderating role of peer attachment in this link. The sample consisted of 958 Chinese university students. Participants completed self-report questionnaires assessing family cohesion and adaptability, mobile phone addiction, automatic thoughts, and peer attachment. PROCESS model 8 was significant (the total effect model (<em>F </em>(5, 952) = 19.64, <em>R</em>2 = 0.09,<em> p </em>&lt; 0.001)). Results indicated that family cohesion and adaptability could not only negatively predict mobile phone addiction directly, but also indirectly through the mediating effect of automatic thoughts. Moreover, both the direct association between family cohesion and adaptability and mobile phone addiction as well as the indirect effect of automatic thoughts were moderated by peer attachment. Findings emphasized the beneficial role of peer attachment on the effect of family cohesion and adaptability on automatic thoughts and mobile phone addiction.
DOI: 10.34740/kaggle/ds/3026941
title: Bitcoin and Stock Exchanges
DOI: 10.5281/zenodo.7823620
title: Ocean currents magnify upwelling and deliver nutritional subsidies to reef-building corals during El Niño heatwaves

description: This is the data and code associated with the manuscript: Fox et al. Ocean currents magnify upwelling and deliver nutritional subsidies to reef-building corals during El Niño heatwaves. Science Advances June 2023