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Record W3159522866 · doi:10.28968/cftt.v7i1.34567

Transmitting Insulin: The Design and Look of Insulin Delivery Devices as Technologies of Communication

2021· article· en· W3159522866 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueCatalyst Feminism Theory Technoscience · 2021
Typearticle
Languageen
FieldComputer Science
TopicInnovative Human-Technology Interaction
Canadian institutionsMcGill University
Fundersnot available
KeywordsInsulinEmbodied cognitionInsulin deliveryInsulin pumpMedicineDiabetes mellitusComputer scienceType 1 diabetesInternal medicineEndocrinologyArtificial intelligence

Abstract

fetched live from OpenAlex

In this article, we examine how insulin pens and pumps – two major devices for delivering insulin, the anabolic hormone used to treat Type 1 diabetes – are designed to conceal and fashion insulin delivery around their appearance as key communication technologies. Insulin pens and insulin pumps transform the aesthetics of insulin delivery away from the medicalized appearance of syringes toward that of beautiful technological artifacts. They both hide and draw attention to their status as technological artifacts and their medical use through a set of desirable, though sometimes incongruous, device aesthetics. Deliberately marketed around their resemblance to pens or pagers, insulin delivery devices are examples of skeuomorphs that “materialize the metaphor” of writing instruments and telecommunication tools into their design. We analyze how diabetes education and marketing materials present insulin delivery devices through skeuomorphic performances of use that uphold norms of concealment in diabetes self-management in conditions of social and medical surveillance. Drawing on patents, educational and marketing materials, and our own experiences with these devices, we argue that the skeuomorphic design of these devices morally regulates the embodied performance of diabetes.

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)0.002
metaresearch head score (Gemma)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.681
Threshold uncertainty score0.953

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0000.003
Scholarly communication0.0000.001
Open science0.0030.001
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 head0.019
GPT teacher head0.260
Teacher spread0.241 · 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