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Record W4386894020 · doi:10.21820/23987073.2023.3.65

Creation of bioengineered lung using induced lung progenitor cells

2023· article· en· W4386894020 on OpenAlex

Why this work is in the frame

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

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueImpact · 2023
Typearticle
Languageen
FieldMedicine
TopicTissue Engineering and Regenerative Medicine
Canadian institutionsnot available
Fundersnot available
KeywordsReprogrammingProgenitor cellTransplantationStem cellLungProgenitorEngineering ethicsMedicineBiologyCell biologyEngineeringCellSurgeryInternal medicine

Abstract

fetched live from OpenAlex

In organ engineering, by combining stem cells, biomaterials and bioreactors, it may be possible for scientists to produce bioengineered organs for transplantation, as well as advancing understanding of organs and diseases. Researchers from the Department of Thoracic Surgery at Tohoku University in Japan and the University of Toronto in Canada are conducting multidisciplinary international research led by thoracic surgeon Assistant Professor Takaya Suzuki (Tohoku University) to create a bioengineering lung using induced lung progenitor cells. The research revolves around designing the respiratory system and involves utilising progenitor-generating cellular reprogramming using transient gene transfection. Ultimately, the researchers are seeking to identify a way to intentionally control the developmental clock of the human body and Suzuki believes that this will be possible if the team can unveil the key mechanisms that govern this clock. Suzuki is working closely with Professor Thomas K Waddell at the University of Toronto and Toronto General Hospital. It was in Waddell's lab that the concept of partial reprogramming was conceived, alongside global leading stem cell scientist Professor Andras Nagy. Alongside his collaborators, Suzuki is seeking to transform the landscape of transplantation medicine. As partial reprogramming can be employed in various organs and cells, any kind of organ bioengineering can benefit from the research.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.237
Threshold uncertainty score0.363

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

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.

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

Opus teacher head0.035
GPT teacher head0.365
Teacher spread0.330 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it