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Record W2154530134 · doi:10.1177/193229681100500531

A Pan-European and Canadian Prospective Survey to Evaluate Patient Satisfaction with the SoloSTAR Insulin Injection Device in Type 1 and Type 2 Diabetes

2011· article· en· W2154530134 on OpenAlex
Nicolae Hâncu, Leszek Czupryniak, Elisabeth Genestin, Harald Sourij

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

VenueJournal of Diabetes Science and Technology · 2011
Typearticle
Languageen
FieldMedicine
TopicDiabetes Management and Research
Canadian institutionsnot available
FundersAstraZeneca
KeywordsPatient satisfactionType 2 diabetesMedicineInsulinType 1 diabetesInsulin penDiabetes mellitusBlood Glucose Self-MonitoringInternal medicineContinuous glucose monitoringEndocrinologySurgery

Abstract

fetched live from OpenAlex

OBJECTIVE: This study evaluated patient satisfaction with SoloSTAR® (sanofi-aventis), a prefilled insulin pen device for injection of insulin glargine or insulin glulisine. METHODS: This was a 6-8-week multicenter (n = 652), observational, prospective Pan-European and Canadian registry study in patients with diabetes mellitus (n = 6542) who recently switched to or started treatment with insulin glargine and/or insulin glulisine using SoloSTAR or were insulin naïve. At the baseline visit, patients were asked to evaluate their satisfaction with their previous device, if applicable. After 6-8 weeks of SoloSTAR use, patients were asked to rate their satisfaction. RESULTS: Overall, 6481 patients (mean age 54 years, 48.7% male, 72% type 2 diabetes) were analyzed in this study. Of these, 4995 (77.1%) patients had used insulin before the study and 1641 (32.9%) and 3395 (68.0%) patients had previously used prefilled and/or reusable pens, respectively. During the study, SoloSTAR was used to administer insulin glargine and/or insulin glulisine by 97.3% and 36.0% of patients, respectively (both: 27.0%). Most patients rated SoloSTAR as "excellent/good" for ease of use (97.9%), learning to use (98.3%), selecting the dose (97.6%), and reading the dose (95.1%). Most patients rated ease of use (88.4%) and injecting a dose (84.5%) with SoloSTAR as "much easier/easier" versus their previous pen. Overall, 98% planned to continue using SoloSTAR. No safety concerns were reported. CONCLUSION: This European and Canadian survey shows that SoloSTAR was well accepted in this large patient population. Most patients preferred SoloSTAR to their previous pen and planned to continue SoloSTAR use.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.087
Threshold uncertainty score0.871

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0000.001
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 head0.025
GPT teacher head0.266
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