Cohort profile: Understanding Pregnancy Signals and Infant Development (UPSIDE): a pregnancy cohort study on prenatal exposure mechanisms for child health is a dataset published in BMJ Open (2021). On theSindex it has a DataRank of 0.689, placing it in the top 29% of the data-sharing corpus. It has been cited 54 times, with 7 citing works in its 1-hop citation network. Its calibrated FAIR score is 13/100.
Ranks in the top 29% for downstream scientific impact
Linked data & code
DataRank reads this dataset's downstream impact straight off the citation graph — no black box, no proprietary weighting. How is this computed?
FAIR checklist signals are shown for context only and do not affect DataRank scoring.
Full FAIR picture · advisory
The headline score is computed from the scored criteria — the fact-shaped checks (a repository, an accession, a licence) that two independent models agree on. The advisory criteria below are real FAIR guidance but rest on judgment calls that models read differently, so they inform without moving the number.
No persistent identifier scheme string (DOI, Handle, ARK, repository accession) is given for the dataset.
RDA-F1-01D — FAIR Data Maturity Model: 'Data is identified by a persistent identifier' (priorit · RDA-F1-02D — FAIR Data Maturity Model: 'Data is identified by a globally unique identifier' · FsF-F1-02D — F-UJI/FAIRsFAIR: 'Data is assigned a persistent identifier'
No repository is named as the holder of the data; the data are held by the investigators and will be shared through collaboration.
RDA-F4-01M — FAIR Data Maturity Model: metadata is offered so it can be harvested and indexed ( · NIH DMS Policy Element 4 (NOT-OD-21-014) — name the repository where data will be archived · NSTC Desirable Characteristics of Data Repositories (2022) — 'Long-Term Sustainability', 'Reten
No identifier for the dataset appears in the reference list or body text.
FORCE11 Joint Declaration of Data Citation Principles (2014) — data should be cited as a first- · RDA-F3-01M — metadata clearly and explicitly includes the identifier of the data it describes · FsF-F3-01M — F-UJI: 'Metadata includes the identifier of the data it describes'
Advisory · not in the published score
“No data are available. Once complete cohort data have been collected and cleaned, it will be made available to collaborators pending approved concept proposal, analysis plan and documentation of IRB approval.”
The statement points to a process involving collaborators and approval, not a repository record, placing it in Colavizza category 1 (available on request). [majority verdict 'partial' (4/5 passes agreed)]
Colavizza, Hrynaszkiewicz, Staden, Whitaker & McGillivray (2020), 'The citation advantage of li · Springer Nature research data policy — Data Availability Statements: standard statement templat · RDA-F3-01M — metadata clearly and explicitly includes the identifier of the data it describes
“Table 1 Summary of UPSIDE biospecimen collections”
The paper includes itemised tables (Table 1 and Table 2) that inventory the types of biospecimens and child assessments, constituting a structured descriptive artefact. [majority verdict 'yes' (3/5 passes agreed)]
RDA-F2-01M — 'Rich metadata is provided to allow discovery' (priority Essential) · FsF-F2-01M — F-UJI: 'Metadata includes descriptive core elements to support data findability' · FsF-R1-01MD — F-UJI: 'Metadata specifies the content of the data'
“Once complete cohort data have been collected and cleaned, it will be made available to collaborators pending approved concept proposal, analysis plan and documentation of IRB approval.”
The text specifies a followable access process with preconditions (concept proposal, analysis plan, IRB approval), making it a defined, not unconditional, route.
RDA-A1.1-01D — 'Data is accessible through a free access protocol' · FsF-A1-01M — F-UJI: 'Metadata contains access level and access conditions of the data' · NSTC Desirable Characteristics of Data Repositories (2022) — 'Free and Easy Access'
Advisory · not in the published score
No access-level label is applied to the data; the paper only states that the data are not available and describes a future process without labeling the access level. [majority verdict 'no' (3/5 passes agreed)]
FsF-A1-01M — F-UJI: 'Metadata contains access level and access conditions of the data' · RDA-A1-01M — metadata contains information to enable the user to get access to the data · COAR Controlled Vocabularies — Access Rights v1.0 (open / embargoed / restricted / metadata-onl
“Interested investigators may contact the Principal Investigators (EB, TO’C) in writing regarding potential collaborations involving data and/or biospecimens from the UPSIDE study. Potential collaborators will be asked to write a concept proposal for their proposed analysis which will be reviewed by the UPSIDE executive committee.”
The text names an institutional gatekeeper (the UPSIDE executive committee) for controlled access to sensitive human data. [majority verdict 'yes' (3/5 passes agreed)]
NIH Genomic Data Sharing Policy (NOT-OD-14-124) — controlled-access via a Data Access Committee · RDA-A1.2-01D — 'Data is accessible through an access protocol that supports authentication and · NIH DMS Policy Element 5 (NOT-OD-21-014) — Access, Distribution, or Reuse Considerations (conse
The text does not state how long the data will persist; it only mentions future availability without a retention period. [majority verdict 'no' (3/5 passes agreed)]
NIH DMS Plan Element 4 (NOT-OD-21-014) — Data Preservation, Access, and Associated Timelines · NSTC Desirable Characteristics (2022), Organizational Infrastructure: 'Retention Policy' · RDA-A2-01M — 'Metadata is guaranteed to remain available after data is no longer available'
No file format token is named for the released data.
FsF-R1.3-02D — F-UJI: 'Data is available in a file format recommended by the target research co · RDA-R1.3-02D — data is expressed in a machine-understandable community standard · RDA-I1-01D — data uses a knowledge representation expressed in a standardised format
Advisory · not in the published score
No data or metadata community standard (e.g., MIAME, BIDS, ontology) is named for the dataset.
RDA-R1.3-01M — 'Metadata complies with a community standard' (priority Essential) · RDA-R1.3-01D — 'Data complies with a community standard' · RDA-I2-01M — '(Meta)data use vocabularies that follow FAIR principles'
No identifier for an external resource (e.g., another dataset, database, or code) is provided in the text.
RDA-I3-01M — '(meta)data include references to other (meta)data' · RDA-I3-03M — 'metadata includes qualified references to other metadata' · FsF-I3-01M — F-UJI: 'Metadata includes links between the data and its related entities'
No reuse license is stated for the data; the CC BY-NC license applies only to the article, not the dataset.
RDA-R1.1-01M — 'Metadata includes information about the licence under which the data can be reu · RDA-R1.1-02M — 'Metadata refers to a standard reuse licence' · RDA-R1.1-03M — 'Metadata refers to a machine-understandable reuse licence'
No version token or date is given to identify a specific snapshot of the data.
DataCite Metadata Schema 4.6 — the 'Version' property · RDA-R1.2-01M — provenance information (which version was used is provenance) · NSTC Desirable Characteristics of Data Repositories (2022) — 'Provenance', 'Retention Policy'
No code availability is mentioned; only standard third-party tools are referenced.
NIH DMS Policy Element 2 (NOT-OD-21-014) — 'Related Tools, Software and/or Code' · FAIR4RS Principles v1.0 (Chue Hong et al., 2022; RDA/FORCE11/ReSA) — FAIR Principles for Resear · FORCE11 Software Citation Principles (Smith, Katz & Niemeyer, 2016, PeerJ CS 2:e86)
“Funding for the UPSIDE-ECHO study is provided by Eunice Kennedy Shriver National Institute of Child Health and Human Development (R01HD083369), NIH Office of the Director grants (UG3OD023349; UH3OD023349), National Institute of Environmental Health Sciences (R01ES029275, R01ES029275-02S1, R01ES029336), National Institute of Nursing Research (R01NR01760203, K23NR019014) and the Mae Stone Goode Foundation (no grant number).”
The text lists multiple grant numbers attached to named funders.
DataCite Metadata Schema 4.6 — 'FundingReference' property (funderName, funderIdentifier, award · Crossref Funder Registry — canonical funder identifiers for funding metadata · RDA-F2-01M — rich metadata provided to allow discovery (funding is part of the descriptive reco
Advisory · not in the published score
“MRI was collected on a Siemens Prisma with a 32 channel head coil”
The text names specific instruments and platforms used to produce the data (e.g., Siemens Prisma, Seca Infant Scale, Holtain callipers). [majority verdict 'yes' (4/5 passes agreed)]
RDA-R1.2-01M — 'Metadata includes provenance information according to community- specific standa · FsF-R1.2-01M — F-UJI: 'Metadata includes provenance information about data creation or generati · W3C PROV-O (W3C Recommendation, 2013) — the entity/activity/agent model of provenance
“Table 1 Summary of UPSIDE biospecimen collections”
Variable- and file-level definitions are provided in tables inside the article, not in a separate documentation object shipped with the data. [majority verdict 'partial' (3/5 passes agreed)]
RDA-R1-01M — '(Meta)data are richly described with a plurality of accurate and relevant attribu · FsF-R1-01MD — F-UJI: 'Metadata specifies the content of the data' · NIH DMS Policy Element 3 (NOT-OD-21-014) — Standards (documentation and metadata to accompany t
Calibrated FAIR score — a parallel quality metric, independent of the DataRank citation score. See the full evaluation →
Base Score Contribution
0.601
From this paper's citation signal
Citation Network Contribution
0.0881
From 4 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 7 citers.
National Institute of Nursing Research
Grant: K23NR019014
National Institute of Nursing Research
Grant: R01NR01760203
Eunice Kennedy Shriver National Institute of Child Health and Human Development
Grant: R01HD083369
Wynne Center for Family Research
Grant: no grant number
National Institute of Environmental Health Sciences
Grant: P30ES001247
National Institute of Environmental Health Sciences
Grant: P30ES005022
National Institute of Environmental Health Sciences
Grant: R01ES029275
National Institute of Environmental Health Sciences
Grant: R01ES029275-02S1
National Institute of Environmental Health Sciences
Grant: R01ES029336
NIH Office of the Director
Grant: UG3OD023349
NIH Office of the Director
Grant: UH3OD023349
National Institutes of Health
Grant: TL1TR000096
National Institutes of Health
Grant: 1K23NR019014-01
Delineation of the biopsychosocial risks of obesogenic eating behaviors
National Institutes of Health
Grant: 5UG3OD023349-09
Common Mechanisms linking Pre- and Post-Natal Exposures for Child Health Outcomes
National Institutes of Health
Grant: 5P30ES005022-18
Research Center in Environmental Health Sciences
National Institutes of Health
Grant: 5TL1TR000096-10
The University of Rochester Clinical and Translational Science Institute
National Institutes of Health
Grant: 5R01HD083369-04
Understanding Prenatal Signals and Infant Development (UPSIDE)
National Institutes of Health
Grant: 5R01ES029336-05
Placental origins of phthalate-induced changes in fetal reproductive development
National Institutes of Health
Grant: 5P30ES001247-30
ENVIRONMENTAL AGENTS AS MODULATORS OF DISEASE PROCESSES
National Institutes of Health
Grant: 3R01ES029275-05S1
Placental Responses to Environmental Chemicals
National Institutes of Health
Grant: 4UH3OD023349-03
Pre- and Postnatal Exposure Periods for Child Health: Common Risks and Shared Mechanisms
FWCI
7.01
Citation Percentile
1.0%
Citation Trend
Fields of Study
MeSH Terms
Keywords
Sustainable Development Goals
Additional file 1 of Per- and polyfluoroalkyl substances, gestational weight gain, postpartum weight retention and body composition in the UPSIDE cohort
Additional file 1 of Per- and polyfluoroalkyl substances, gestational weight gain, postpartum weight retention and body composition in the UPSIDE cohort
Additional file 1 of Associations between neighborhood stress and maternal sex steroid hormones in pregnancy
Additional file 1 of Associations between neighborhood stress and maternal sex steroid hormones in pregnancy