reapxdev/zenodo-scraper huggingface dataset:
GiriNeoSeizure™  CDSS · Neonatal Seizures
Authors: Gupta, Girish
Type: Lesson
Published: 2026-07-28
Keywords: neonatal seizures neonatal epilepsy clinical decision support system electroclinical uncoupling antiseizure medication phenobarbital levetiracetam phenytoin fosphenytoin midazolam lidocaine pyridoxine-dependent epilepsy PNPO deficiency pyridoxal-5-phosphate continuous EEG amplitude-integrated EEG hypoxic-ischemic encephalopathy therapeutic hypothermia neonatal intensive care neonatology point-of-care tool NeonatAIlogy GIRISH prompting architecture ILAE guideline bedside decision aid

<p class="font-claude-response-body break-words whitespace-normal"><strong>GiriNeoSeizure™ CDSS — Neonatal Seizures: Stabilise, Confirm, Treat & Reassess (Edition 1, Version 1.0)</strong></p>
<p class="font-claude-response-body break-words whitespace-normal">A single-file, offline-capable HTML clinical decision-support system for the recognition, EEG-confirmed diagnosis, dosed pharmacological management, and safe discontinuation of neonatal seizures. Built on the GIRISH™ Prompting Architecture (Goal · Input · Role · Iterative Intelligence · Safety · Human Accountability), part of the NeonatAIlogy™ series in the GAIR (Girish AI Innovation Registry).</p>
<p class="font-claude-response-body break-words whitespace-normal">The tool sequences twelve modules — EEG-anchored classification and electroclinical uncoupling, emergency stabilisation, etiology, dosed first- and second-line antiseizure therapy, a vitamin-B6/PLP metabolic-emergency pathway, special populations (HIE with therapeutic hypothermia, cardiac disease, ECMO, prematurity), discontinuation criteria, an interactive bedside pathway navigator, printable reference cards, a CME self-test, a clinician FAQ, and a certainty-graded reference base — into a single continuous cot-side workflow.</p>
<p class="font-claude-response-body break-words whitespace-normal">Drug dosing draws on the 2023 ILAE Neonatal Task Force guideline for treatment selection, and on named institutional and consensus formularies (CHOC, UW Health, the Australasian Neonatal Medicines Formulary) for dose sourcing, kept explicitly distinct throughout. Recommendation strength is mapped per ILAE recommendation (evidence-based vs. expert-agreement); diagnostic-accuracy claims are graded by reported certainty rather than publication type.</p>
<p class="font-claude-response-body break-words whitespace-normal"><strong>Governance and status:</strong> this edition is author-reviewed and AI-assisted in drafting (Claude, Anthropic), with full disclosure in-tool. A per-drug sign-off ledger is included for institutional pharmacist and neonatal-neurology review prior to local clinical adoption — standard practice for any external protocol. It is published as an educational reference and structured decision-support aid, not a substitute for clinical judgement or local formulary verification.</p>
<p class="font-claude-response-body break-words whitespace-normal">License: CC BY 4.0 (confirm against your GAIR series convention before submission).</p>
Illustration du processus de recherche à partir d'un exemple fictif
Authors: Eddaou, Mohammed
Type: Lesson
Published: 2026-07-27

<p>Si vous vous êtes déjà demandé en quoi consiste le processus de recherche menant à la réalisation d'un mémoire de master, d'une thèse de doctorat ou d'un article scientifique, ce guide est conçu pour vous. Il s'adresse aux étudiants, aux doctorants et aux chercheurs qui souhaitent renforcer la qualité scientifique de leurs travaux de recherche et développer une démarche méthodologique rigoureuse.</p>
<p> </p>
Apuntes sobre el análisis de contenido en el área de conocimiento de Didáctica de la Expresión Corporal
Authors: Canales-Lacruz, Inma
Type: Lesson
Published: 2026-07-27
Keywords: physical education, content analysis, social research

<p>Este documento son los apuntes de la asignatura Educación Física, promocion de la actividad física y calidad de vida del master en aprendizaje a lo largo de la vida: iniciación a la investigación de la Facultad de Educacion de la Universidd de Zaragoza.</p>
Apuntes de la asignatura Actividades físicas artístico-expresivas
Authors: Canales-Lacruz, Inma
Type: Lesson
Published: 2026-07-27
Keywords: Actividades artístico-expresivas, Formación de Maestros/as, Educación Física

<p>Este documento son los apuntes de la asignatura Actividades Físicas artístico-expresivas del grado de Magisterio de Primaria, mención de Educación Física de la Facultad de Educación de la Universidad de Zaragoza.</p>
Agroforesterie : élevage résilient et cycles des nutriments
Authors: Beck, Lilian, Deogratius G., Okudi
Type: Poster
Published: 2026-08-03
Keywords: agroforestry, Livestock, Sahel

<p>Cette affiche a pour objectif de susciter des échanges entre paysans et éleveurs lors d’ateliers consacrés à l’agroforesterie, en mettant l’accent sur l’intégration des arbres, des arbustes et du bétail dans les systèmes agricoles sahéliens.</p>
<p>L’affiche décrit les synergies et les cycles de nutriments suivants :</p>
<p>Les arbres et arbustes fournissent des feuilles et des fruits nutritifs, ainsi que de l’ombre, ce qui améliore la santé du bétail et la qualité des produits d’origine animale. En retour, le bétail produit du fumier riche en nutriments qui améliore la fertilité et la santé des sols, ce qui renforce la rétention d’eau et augmente les rendements des cultures. En protégeant et en favorisant la croissance et la régénération des arbres et arbustes, les agriculteurs peuvent s’assurer un approvisionnement continu en fourrage de haute qualité, créant ainsi un système agricole plus résilient, plus productif et plus durable.</p>
<p>Cette affiche s’appuie sur les résultats du projet Sustain Sahel. Nous remercions sincèrement tous les agriculteurs, producteurs et scientifiques dont les connaissances et les contributions ont rendu ce travail possible.</p>
<p>Découvrez d’autres ressources et publications sur : <a href="https://www.sustainsahel.net/">https://www.sustainsahel.net/</a></p>
Poster for 2023 Digital Oncology Conference 'IndoCerCa: Pioneering Comprehensive Cervical Cancer Screening and Prevention Strategies in Indonesia'
Authors: IndoCerCa Project
Type: Poster
Published: 2023-03-15
Keywords: Non-Communicable Diseases & Chronic Conditions, Reproductive, Maternal, Child & Adolescent Health

<p>Poster presented at the 2023 Digital Oncology Conference hosted by the Comprehensive Cancer Center Niedersachsen in Germany, outlines the Indo-CerCa initiative's trial design and preliminary progress in pioneering HPV self-sampling and culturally tailored cervical cancer screening strategies across Indonesia. It details the project's methodology, cluster randomization across primary health care units, and collaborative framework uniting German and Indonesian medical institutions.</p>
<p> </p>
<p>I<span class="NormalTextRun SpellingErrorV2Themed SCXW174771734 BCX8">ndoCerCa</span><span class="NormalTextRun SCXW174771734 BCX8">; Indonesia; Southeast Asia; </span><span class="NormalTextRun SCXW174771734 BCX8">Cross Sector</span><span class="NormalTextRun SCXW174771734 BCX8"> Project; cervical cancer; </span><span class="NormalTextRun SpellingErrorV2Themed SCXW174771734 BCX8">womens</span><span class="NormalTextRun SCXW174771734 BCX8"> health; prevention; health literacy </span></p>
Advancing reproducible research by assessing core software quality indicators in CODECHECK
Authors: Postema, Merel C., Guimarães, João, Quintero, Yasel, Pronk, Thomas
Type: Poster
Published: 2026-08-03
Keywords: CODECHECK, Reproducibility, Software Quality Indicators

<p><strong>Background:</strong> Reproducibility is fundamental to the credibility of scientific findings and science as a whole. Yet, at a time when reproducibility is receiving increasing attention, the factors that affect it still remain unclear. An increasingly popular approach to assessing (computational) reproducibility is the CODECHECK procedure, where a third party attempts to reproduce published results using the same data and analysis scripts as the original researcher. A crucial feature of the CODECHECK procedure is its interactive nature, where any difficulties encountered are discussed with the researcher. </p>
<p><strong>Aim:</strong> The aim of our study is to identify the factors that cause issues during a CODECHECK and map them to an extended version of the failure mode classification scheme proposed by a large non-interactive study (<a href="https://doi.org/10.48550/arXiv.2605.13275">Samuel et al. 2026</a>). </p>
<p><strong>Methods:</strong> We will develop a structured template for documenting issues encountered during a CODECHECK, and implement it during the CODECHECKs conducted during this project. Reported issues will be classified according to the reproducibility failure modes proposed by <a href="https://doi.org/10.48550/arXiv.2605.13275">Samuel et al. (2026)</a>: successful reproduction (success), failure during dependency setup (install_dep), unavailable software components (missing_module), unavailable data (missing_data), and failure resulting from errors in the code (code_error). Drawing on our experience with CODECHECK, we extend this classification scheme with at least three additional categories: failure due to missing code (missing_code), missing output (missing_output), and failure because reproduced outputs do not match the results reported in the manuscript (output_mismatch). Depending on the issues encountered during the CODECHECKs we will conduct, new failure mode categories might arise.</p>
<p><strong>Results:</strong> Through a sample of CODECHECKs, we will create an inventory of frequently occurring failure modes that are important for computational reproducibility. </p>
<p><strong>Discussion:</strong> The identified failure modes can serve as targets for interventions to improve reproducibility, such as training, support services, and policy measures. </p>
Beyond linear rotational inversions
Authors: Ahlborn, Felix, Van Beeck, Jordan, Hekker, Saskia
Type: Poster
Published: 2026-07-09

<p>All stars rotate. This omnipresence makes rotation a crucial ingredient in stellar structure and evolution models. However, current models of stellar rotation cannot reproduce asteroseismic observations of internal rotation rates of red-giant stars. This discrepancy is generally attributed to the inefficient transport of angular momentum in the models. In this work, we developed a new asteroseismic inversion method to measure more accurate core and envelope rotation rates, thereby providing tighter constraints on the angular momentum transport mechanisms at play. For the first time, we go beyond the first-order expression for rotational splittings in inversions. We demonstrate that this largely eliminates previously found systematic errors in linear rotational inversion results (e.g. Ahlborn et al. 2025b). Our method therefore provides an important diagnostic of the evolution of angular momentum along the red giant branch, especially for the most evolved and fastest-rotating red giants.</p>
Searching for Solar-like Oscillations in Pre-MS Stars
Authors: Jørgensen, Johannes, Corsaro, Enrico, Zwintz, Konstanze
Type: Poster
Published: 2026-07-10

<p class="MsoNormal">The theoretically predicted class of pre-main sequence (pre-MS) solar-like oscillators is yet to be observationally validated. The task of detecting solar-like oscillations requires firstly a multi-modal background fit in Fourier space, composed of granulation variability and instrumental noise.<span>  </span>Around a characteristic frequency, $\nu_\text{max}$,<span></span><span>oscillations may then exist as an excess in power. Identifying the oscillations therefore depends on the ability to obtain several independent estimates of $\nu_\text{max}$ before a full fit is attempted. Following previous literature, with this work, we present two such methods: In the first, a 2D autocorrelation function (ACF) is calculated, and oscillations are identified by having significant ACF-power. In the second, the coefficient of variation ($\text{CoV}=\sigma/\mu$) is calculated in sliding bins across the spectrum; the regions with oscillations similarly attain high CoV values. The methods are validated against red-giants and main-sequence stars observed with Kepler and TESS. This provides the necessary framework for establishing the first confirmed detection of solar-like oscillations in a pre-MS star.</span></p>
Silencing Stars: Upper limits on internal magnetic fields
Authors: Dürfeldt Pedros, Oliver
Type: Poster
Published: 2026-07-10

<p>Asteroseismology has shown that sufficiently strong internal magnetic fields can suppress gravity modes, preventing their propagation to the surface depending on their radial order. In this work, we place upper limits on the radial component of near-core magnetic fields in three pulsating stars using their observed gravity modes. We analyzed two main-sequence γ Doradus stars with many consecutive radial orders observed for modes of degree ℓ = 1, 2, 3 and rotational splitting, as well as one evolved δ Scuti star hosting mixed modes. For each target, we find best-fitting stellar models via forward modeling with MESA and compute adiabatic oscillation frequencies with GYRE. From magneto-hydrodynamical calculations in the Dedalus code, we determine the critical magnetic field strength required to suppress gravity modes of radial order higher than those observed. A variety of magnetic field configurations are explored, including poloidal fields with dipolar and quadrupolar components, and mixed geometries including a toroidal field.<br>The targets were selected to study the impact of the mode degree and rotational splitting on our calculations. We find that the critical field strength required for mode suppression increases gradually with increasing spherical harmonic degree, up to ℓ = 3. Analysis of the individual components of the ℓ = 1 and ℓ = 2 rotational splittings further indicates that the inferred magnetic field strength is identical for prograde and retrograde modes. The resulting upper limits are consistent with magnetic field strengths measured in evolved red giants, supporting a scenario in which the observed fields originate from a core dynamo.</p>