ReviewSmart molecules : open access2024
Strategy for pattern recognition-driven optical chemosensing based on polythiophene.
Review in Smart molecules : open access, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 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
2 citing papers in PubMed.
- Research Advances in Conjugated Polymer-Based Optical Sensor Arrays for Early Diagnosis of Clinical Diseases.Polymers · 2026Review
- Strategy for pattern recognition-driven optical chemosensing based on polythiophene.Smart molecules : open access · 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
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Polythiophenes (PTs) with flexible backbones possess inherent polymer behaviors, including molecular wire effects and dynamic structural changes in π-conjugated systems. The chemical sensing at the functionalized side chains can manipulate such polymer characteristics, resulting in various optical patterns depending on the analyte structures and their concentrations. The unique optical patterns derived from polymer properties contribute to group categorization over a wide concentration range for pattern recognition. This review aims to provide a concise overview of the potential of PT chemosensor arrays using actual sensing examples in environmental monitoring, medical diagnostics, and food analysis. Furthermore, this review summarizes the methodologies that use polymer gels to realize practical chemosensor array chips for onsite analysis.
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.