Author Contributions
The submitting author is responsible for ensuring that contributions of all authors are correct and classified according to the CRediT Classification below:
- Conceptualization: Ideas formulation or evolution of overarching research goals and aims.
- Data Curation: Management activities to annotate (produce metadata), scrub data and maintain research data (including software code, where it is necessary for interpreting the data itself) for initial use and later reuse.
- Formal Analysis: Application of statistical, mathematical, computational, or other formal techniques to analyze or synthesize study data.
- Funding Acquisition: Acquisition of the financial support for the project leading to this publication.
- Investigation: Conducting a research and investigation process, specifically performing the experiments, or data/evidence collection.
- Methodology: Development or design of methodology creation of models.Project Administration: Management and coordination responsibility for the research activity planning and execution.
- Resources: Provision of study materials, reagents, materials, patients, laboratory samples, animals, instrumentation, computing resources, or other analysis tools.
- Software: Programming, software development designing computer programs implementation of the computer code and supporting algorithms testing of existing code components.
- Supervision: Oversight and leadership responsibility for the research activity planning and execution, including mentorship external to the core team.
- Validation: Verification, whether as a part of the activity or separate, of the overall replication/ reproducibility of results/ experiments and other research outputs.
- Visualization: Preparation, creation and/or presentation of the published work, specifically visualization/data presentation.
- Writing – Original Draft Preparation: Creation and/or presentation of the published work, specifically writing the initial draft (including substantive translation).
- Writing – Review & Editing: Preparation, creation and/or presentation of the published work by those from the original research group, specifically critical review, commentary or revision – including pre- or post-publication stages.