medicine2 papersavg year 2024quality 5/5

primary healthcare care mexico tijuana

Research gap analysis derived from 2 medicine papers in our local library.

The gap

The random forest-based feature selection and quantitative thresholds (15-day antibiotic duration, Barthel Index 2.0, albumin 30 g/L, BUN 10 mmol/L) for aspiration pneumonia identification were developed on a Chinese geriatric cohort but require external validation in other ethnic populations, geographic regions, and healthcare settings before widespread adoption in primary care screening.; The study was conducted at a single primary care center (FUM 27) in Tijuana, Mexico, which may limit...

Research trend

Emerging — attention growing, methods still coalescing.

Supporting evidence — 2 representative gaps

  • Clinical Characteristics of Patients with COVID-19 in a Primary Care Center in Tijuana, Mexico (2022) · doi

    The study was conducted at a single primary care center (FUM 27) in Tijuana, Mexico, which may limit the generalizability of findings to other regions or healthcare settings.

    Keywords: conducted single primary care center tijuana mexico limit generalizability regions healthcare settings
  • Quantifying clinical indicators for identifying and prognosticating aspiration pneumonia in Chinese geriatric patients: a retrospective cohort study integrating multivariable regression and interpretable machine learning (2026) · doi

    The random forest-based feature selection and quantitative thresholds (15-day antibiotic duration, Barthel Index 2.0, albumin 30 g/L, BUN 10 mmol/L) for aspiration pneumonia identification were developed on a Chinese geriatric cohort but require external validation in other ethnic populations, geographic regions, and healthcare settings before widespread adoption in primary care screening.

    Keywords: aspiration pneumonia random forest external validation quantitative thresholds geriatric Chinese populations

Working on this gap? Publish with us.

Science AI Journal reviews manuscripts in under 15 minutes with 8 specialised AI reviewers calibrated on 23,000+ real peer reviews. Open access, CC BY 4.0.

Related gaps in medicine

Command palette

Jump anywhere, run any action.