Aggregating statistical models and human judgment
This project aims to provide public health officials metaforecasts - a combination of probabilistic predictions from computational models, subject matter experts, and trained forecasters - of the COVID-19 outbreak, and an expert consensus of the most effective interventions to prevent the spread of SARS-CoV-2 and impact of COVID-19. It also contains software used to aggregate predictions.
Schema.org vocabulary for structured data on the web
A structured data markup specification for describing datasets in the life sciences, extending schema.org Dataset
Dublin Core Metadata Initiative Terms - refined elements for precise resource description
W3C Data Catalog Vocabulary for describing data catalogs
DataCite metadata schema for research data citation
W3C Provenance Ontology for describing provenance information
Provenance, Authoring and Versioning ontology for metadata about web resources
Custom MIDAS vocabulary for epidemiological data and modeling
OBO Foundry ontologies for life sciences and biomedical research
Health Level 7 Fast Healthcare Interoperability Resources
Systematized Nomenclature of Medicine Clinical Terms
Logical Observation Identifiers Names and Codes
LOINC database for laboratory and clinical observations
JSON Schema (Draft 2020-12) defining the structure of MIDAS Catalog JSON-LD metadata records
An organism of a particular biological taxon that is the site of reproduction of an organism of a different taxon.
A Coronavirus infection that is characterized by fever, cough and shortness of breath and that has_material_basis_in SARS-CoV-2.
A respiratory tract infection caused by a virus. Viruses represent the most common causes of upper and lower respiratory tract infections and include rhinoviruses, influenza viruses, parainfluenza viruses, and respiratory syncytial virus.
Severe acute respiratory syndrome coronavirus 2
A species of BETACORONAVIRUS causing atypical respiratory disease (COVID-19) in humans. The organism was first identified in 2019 in Wuhan, China. The natural host is the Chinese intermediate horseshoe bat, RHINOLOPHUS affinis.
Vaccine preventable diseases are those infectious diseases that can be prevented by vaccination
Forecasts based on SIR (Susceptible, Infected, Recovered) models or any of the many variants of this basic famework.
Descriptors of the behavior of an outbreak
The method or type of model used to achieve the purpose.
A count of simulated or physical individuals in a population.
A collection of information in various types of structured or non-structured formats.
A disease is a disposition (i) to undergo pathological processes that (ii) exists in an organism because of one or more disorders in that organism.
The goal or purpose of a modeling study.
Projections of outbreak behavior into some future time, determined relative to a defined starting point. Might include retrospective projects or projections for current activitiy (known as "now-casting").
A disease whose physical basis is an infectious disorder
Minute infectious agents whose genomes are composed of DNA or RNA, but not both. They are characterized by a lack of independent metabolism and the inability to replicate outside living host cells.
Expertise-driven estimates from epidemiologists, modelers, or others with domain knowledge
An organism of a particular biological taxon that is the bearer of an infectious dispositions towards an organism of a different particular biological taxon.
Landing page where users can browse and download dataset files in various formats.
National Institute of General Medical Sciences
Thomas Mcandrew. Aggregating statistical models and human judgment. 2021. Available from: https://github.com/computationalUncertaintyLab/aggStatModelsAndHumanJudgment_PUBL
The 'about' property contains mixed types: DefinedTerm objects represent subject matter/topics, while Place objects represent geographical scope or applicability