data science

From beliefs to behaviour: a scoping review of the Health Belief Model and adherence to non-invasive positive pressure ventilation in obstructive sleep apnoea — study protocol

This is the protocol for a scoping review that will map how the Health Belief Model (HBM) has been applied to adults with obstructive sleep apnoea (OSA) receiving non-invasive positive pressure ventilation (CPAP/APAP/BiPAP), and how its constructs have been measured in relation to treatment acceptance and adherence. Th...

Online citizen sciences reveal natural enemies and new occurrence data of Meteorus stellatus Fujie, Shimizu & Maeto, 2021 (Hymenoptera, Braconidae, Euphorinae)

Particulate Matter (PM10 and PM2.5) in Indian Coal Mining Regions: A Systematic Review of Measured Concentrations, Sources, Health Evidence and Mitigation

Protocol: Particulate matter (PM10 and PM2.5) in Indian coal mining regions — a systematic review with quantitative synthesis Registration type: Retrospective (registered after screening and first-reviewer data extraction, before any inferential analysis). See "Timeline and what was already done". Reporting guidelines:...

Data for "Exhaustive Symbolic Integration: Integration by Differentiation and the Landscape of Symbolic Integrability", Desmond (2026)

Data for the paper "Exhaustive Symbolic Integration: Integration by Differentiation and the Landscape of Symbolic Integrability" (H. Desmond). Version 2 accompanies the revised paper submitted to Mathematics in Computer Science and adds a verified test of computer algebra systems (CAS). Contents - Archive.tar.gz (uncha...

Health Inequalities, Intersectionality, and Justice

Policy Points Population health science that uses large data sets to study health inequalities increasingly draws on intersectionality, the idea that overlapping forms of disadvantage shape health inequalities. This approach is essential to the pursuit of health equity because it provides a more complete and sound evid...

TMY3 files for Europe based on CERRA data from 2006-2020

This dataset includes TMY files for the 5000 largest cities and towns in the EU, based on CERRA data from 2006-2020, and using a TMY3 methodology. The files represents a statistically typical year meant for energy calculations of buildings, and are therefore not suited for evaluating extreme conditions. The repository...

Food-Associated Kounis Syndrome: Clinical Spectrum and Diagnostic Considerations from a Case Report and Systematic Qualitative Synthesis of Published Cases

Abstract Kounis syndrome (KS) is a hypersensitivity-associated acute coronary syndrome. Food-associated KS remains poorly characterized, and its clinical presentation may be mimicked by non-immune food-related toxic reactions. To characterize the food exposures, clinical and cardiovascular presentations, allergological...

ELFINData.jl: Load and process data from the Electron Losses and Fields Investigation (ELFIN) mission

ELFINData v0.2.0 Diff since v0.1.3 Breaking Requires SpaceDataModel 0.4 / CDFDatasets 0.3. Probes are "ela" / "elb" (was "a" / "b"). Instruments select datasets instead of loading: EPD[probe = "ela", level = "l2"]. Added science_zones(probe): EPD science-zone start/end times. epd_data_notes(probe, t0, t1), EPD_DATA_NOT...

Mapping the Role of Executive Functioning and Reflective Functioning in the Dimensional Model of Adversity and Psychopathology (DMAP): A Scoping Review Protocol

This scoping review will map how executive functioning (EF) and reflective functioning (RF; mentalization) have been examined within the Dimensional Model of Adversity and Psychopathology (DMAP) among adolescents and young people aged 10–24 years. DMAP distinguishes threat (e.g., abuse, violence exposure) from deprivat...

ZIN-IN-NGT-animations

About the content of the data collectionZIN-IN-NGT-animations is a data collection containing 3D animations of 4,083 sentences in Sign Language of the Netherlands (NGT). These are sentences that are frequently used in the interaction between parents and young children.The name of the data collection, ZIN in NGT, can be...

Making good decisions with counterfactuals

Making a good decision often requires knowing something counterfactual: whether a person would be better off if we acted than if we didn't. Formal work shows how both experimental and observational data ought to be combined to inform good decisions. Here, we ask whether people's intuitions follow this normative standar...

Exploring artificial intelligence usage preferences among medical students in Iran: a cross-sectional study

Abstract Artificial intelligence (AI) is increasingly integrated into medical education, offering opportunities to enhance learning, research, and clinical preparation. Although previous studies have explored medical students’ attitudes and acceptance of AI, evidence regarding their AI usage preferences remains limited...