Stage-specific digital health technology biomarkers enhance diagnostic and early progression detection in Parkinson's disease.

Czech MD, Sawicki S, Zadikoff C, Liu C, Robieson W, Liu Y, Shi W, Shen J, Crouthamel M, Quinton MS, Cosman J, Dorsey ER, Adams JL, Nevler N

Open source

DOI: 10.3389/fneur.2026.1869945
Published: 2026
Container: Frontiers in neurology
Publisher: Not recorded
Open access: yes

Credibility signals

limited evidence Score 45/100 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
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. 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:10.3389/fneur.2026.1869945,
  title = {Stage-specific digital health technology biomarkers enhance diagnostic and early progression detection in Parkinson's disease.},
  author = {Czech MD and Sawicki S and Zadikoff C and Liu C and Robieson W and Liu Y and Shi W and Shen J and Crouthamel M and Quinton MS and Cosman J and Dorsey ER and Adams JL and Nevler N},
  year = {2026},
  journal = {Frontiers in neurology},
  doi = {10.3389/fneur.2026.1869945},
  url = {https://doi.org/10.3389/fneur.2026.1869945}
}

RIS

TY  - JOUR
TI  - Stage-specific digital health technology biomarkers enhance diagnostic and early progression detection in Parkinson's disease.
AU  - Czech MD
AU  - Sawicki S
AU  - Zadikoff C
AU  - Liu C
AU  - Robieson W
AU  - Liu Y
AU  - Shi W
AU  - Shen J
AU  - Crouthamel M
AU  - Quinton MS
AU  - Cosman J
AU  - Dorsey ER
AU  - Adams JL
AU  - Nevler N
PY  - 2026
JO  - Frontiers in neurology
DO  - 10.3389/fneur.2026.1869945
UR  - https://doi.org/10.3389/fneur.2026.1869945
ER  -

APA

MD, C., S, S., C, Z., C, L., W, R., Y, L., W, S., J, S., M, C., MS, Q., J, C., ER, D., JL, A., & N, N. (2026). Stage-specific digital health technology biomarkers enhance diagnostic and early progression detection in Parkinson's disease.. Frontiers in neurology. https://doi.org/10.3389/fneur.2026.1869945

Source records

pubmed · retrieved 2026-09-26T10:32:52.916Z