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WITHDRAWN: Digital microfluidics as an emerging tool for bacterial protocols

2023· retraction· en· 0 citations· W4389670328 on OpenAlex· 10.1016/j.slasd.2023.12.005

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian affiliationAn author listed a Canadian institution. This is the only route the usual frame has.

Post-publication record

OpenAlex flags this work as retracted, but it carries no matching Retraction Watch record in this frame.

Machine scores (provisional)

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Opus teacher head0.018
GPT teacher head0.286
Teacher spread
0.268 · how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Abstract

Three dimensional models of cell culture enables researchers to recreate aspects of tumour biology not replicated by traditional two dimensional techniques. Here we describe a protocol to enable automated high throughput phenotypic profiling across panels of patient derived glioma stem cell spheroid models. We demonstrate the use of both live/dead cell end-points and monitor the dynamic changes in the cell cycle using cell lines expressing the FUCCI cell cycle reporter. Together, these assays provide additional insight into the mechanism of action of compound treatments over traditional cell viability assay endpoints.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

The record

Venue
SLAS DISCOVERY
Topic
Electrowetting and Microfluidic Technologies
Field
Engineering
Canadian institutions
University of Toronto
Funders
Cancer Research UKBrain Tumour CharitySociety for Laboratory Automation and Screening
Keywords
Digital microfluidicsMicrofluidicsComputer scienceNanotechnologyEngineeringMaterials scienceElectrical engineering
Has abstract in OpenAlex
yes