Dynamic Landscape Analysis of cell fate decisions provides predictive models of neural development from single-cell data.

Fontaine M, Delás MJ, Sáez M, Maizels RJ, Finnie E, Briscoe J, Rand DA

Open source

DOI: 10.1371/journal.pbio.3003953
Published: 2026 Aug
Container: PLoS biology
Publisher: Not recorded
Open access: yes

Credibility signals

uncertain Score 53/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
supportingDirectory of Open Access Journals: A matching record was returned by DOAJ. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1371/journal.pbio.3003953,
  title = {Dynamic Landscape Analysis of cell fate decisions provides predictive models of neural development from single-cell data.},
  author = {Fontaine M and Delás MJ and Sáez M and Maizels RJ and Finnie E and Briscoe J and Rand DA},
  year = {2026},
  journal = {PLoS biology},
  doi = {10.1371/journal.pbio.3003953},
  url = {https://doi.org/10.1371/journal.pbio.3003953}
}

RIS

TY  - JOUR
TI  - Dynamic Landscape Analysis of cell fate decisions provides predictive models of neural development from single-cell data.
AU  - Fontaine M
AU  - Delás MJ
AU  - Sáez M
AU  - Maizels RJ
AU  - Finnie E
AU  - Briscoe J
AU  - Rand DA
PY  - 2026
JO  - PLoS biology
DO  - 10.1371/journal.pbio.3003953
UR  - https://doi.org/10.1371/journal.pbio.3003953
ER  -

APA

M, F., MJ, D., M, S., RJ, M., E, F., J, B., & DA, R. (2026). Dynamic Landscape Analysis of cell fate decisions provides predictive models of neural development from single-cell data.. PLoS biology. https://doi.org/10.1371/journal.pbio.3003953

Source records

pubmed · retrieved 2026-11-10T14:41:18.770Z
europe-pmc · retrieved 2026-11-10T14:41:18.780Z
doaj · retrieved 2026-11-10T14:41:18.770Z