ArticleFrontiers in genetics2023
Identification and validation of novel biomarkers associated with immune infiltration for the diagnosis of osteosarcoma based on machine learning.
Article in Frontiers in genetics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
5 citing papers in PubMed.
- Targeting the metabolic fingerprint of amino acids to identify novel metabolic characteristics in osteosarcoma patients undergoing anthracycline treatment.Scientific reports · 2026Article
- Integrative biomarker and drug target discovery in osteosarcoma: traditional experimental approaches and AI-enabled insights.Frontiers in pharmacology · 2026Review
- Using Machine Learning to Detect Factors That Affect Homocysteine in Healthy Elderly Taiwanese Men.Biomedicines · 2025Article
- Molecular Targets in Alveolar Rhabdomyosarcoma: A Narrative Review of Progress and Pitfalls.International journal of molecular sciences · 2025Review
- The role of neutrophils in osteosarcoma: insights from laboratory to clinic.Frontiers in immunology · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.