Bias-Aware Detection Limits, Calibration Transfer and Matched-Control Robustness Assessment in Dual-Parameter Photonic Refractive-Index and Temperature Sensing: A Coupled Interface-Mode Multilayer Case Study.

Agah Oktay Ertay, Muhammed Mustafa Ertay

Abstract read

In one paragraph

Article in Sensors (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it

0cells of the map it votes in

0citing papers in PubMed

–field-weighted citation impact

1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Agah Oktay ErtayFaculty of Engineering and Architecture, Department of Electrical and Electronics Engineering, Erzincan Binali Yildirim University, Yalnizbag Campus, Erzincan 24002, Türkiye.ORCID 0000-0001-6791-0947

Muhammed Mustafa ErtayFaculty of Engineering, Department of Electrical and Electronics Engineering, Duzce University, Konuralp Campus, Duzce 81620, Türkiye.ORCID 0000-0002-6010-8211

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Dual-parameter photonic sensors are usually reported through a nominal sensitivity and one detection limit, without stating which statistic that limit is or whether it survives transfer between devices. This computational study supplies that evaluation for one structure, a 36-layer one-dimensional multilayer read in transmission, whose Zak-phase-distinct TiO

Indexed as

bias-aware detection limitcalibration transferdual-parameter sensingfabrication tolerancematched controlsnonlinear parameter retrievaloptical sensorsprobability of detectionrefractive-index sensingthermo-optic sensing

Identifiers

PMID42817495

DOI10.3390/s26185955

PMCPMC13611379

What OpenQuestion holds

Textmetadata

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Registered trials

None linked

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.