Real-Time Symptom and Wearable Monitoring May Improve Prediction of Postoperative Recovery in Lumbar Spine Surgery Beyond Standard Measures.

Yakdan S, Xu Z, Zhang J, Arkam F, Rodebaugh TL, Goodin BR, Neuman BJ, Steinmetz MP, Kelly MP, Bess S, Yoon J, Ray WZ, Lu C, Frumkin MR, Greenberg JK

Open source

DOI: 10.1227/neu.0000000000004195
Published: 2026 Aug 18
Container: Neurosurgery
Publisher: Not recorded
Open access: unknown

Credibility signals

limited evidence Score 43/100 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
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
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:10.1227/neu.0000000000004195,
  title = {Real-Time Symptom and Wearable Monitoring May Improve Prediction of Postoperative Recovery in Lumbar Spine Surgery Beyond Standard Measures.},
  author = {Yakdan S and Xu Z and Zhang J and Arkam F and Rodebaugh TL and Goodin BR and Neuman BJ and Steinmetz MP and Kelly MP and Bess S and Yoon J and Ray WZ and Lu C and Frumkin MR and Greenberg JK},
  year = {2026},
  journal = {Neurosurgery},
  doi = {10.1227/neu.0000000000004195},
  url = {https://doi.org/10.1227/neu.0000000000004195}
}

RIS

TY  - JOUR
TI  - Real-Time Symptom and Wearable Monitoring May Improve Prediction of Postoperative Recovery in Lumbar Spine Surgery Beyond Standard Measures.
AU  - Yakdan S
AU  - Xu Z
AU  - Zhang J
AU  - Arkam F
AU  - Rodebaugh TL
AU  - Goodin BR
AU  - Neuman BJ
AU  - Steinmetz MP
AU  - Kelly MP
AU  - Bess S
AU  - Yoon J
AU  - Ray WZ
AU  - Lu C
AU  - Frumkin MR
AU  - Greenberg JK
PY  - 2026
JO  - Neurosurgery
DO  - 10.1227/neu.0000000000004195
UR  - https://doi.org/10.1227/neu.0000000000004195
ER  -

APA

S, Y., Z, X., J, Z., F, A., TL, R., BR, G., BJ, N., MP, S., MP, K., S, B., J, Y., WZ, R., C, L., MR, F., & JK, G. (2026). Real-Time Symptom and Wearable Monitoring May Improve Prediction of Postoperative Recovery in Lumbar Spine Surgery Beyond Standard Measures.. Neurosurgery. https://doi.org/10.1227/neu.0000000000004195

Source records

pubmed · retrieved 2026-09-26T20:09:02.065Z