The influence of horizontal walking velocity on the bilateral symmetry of normal ground reaction force parameters.
Bibliographic record
Abstract
Patient-reported outcomes (PROs) associated with insulin therapy are potentially important determinants of adherence to diabetes management programs. This article reviews published evidence of PROs over the past 3 decades in patients with type 1 diabetes (T1D) and/or type 2 diabetes (T2D) who used vial and syringe for insulin delivery compared to those who used insulin pens. Based on predetermined selection criteria, articles were identified through a search of primary sources published from January 1980 to February 2008. Two independent reviewers determined study eligibility and performed a detailed evaluation of the articles that met the selection criteria. Of the 124 articles screened, 41 met selection criteria. Approximately 75% of the selected articles were published between 1990 and 2008, and a majority (78%) of the research studies was conducted outside the United States. Most (>75%) of the studies evaluated male and female patients with T1D and/or T2D and mean ages around 45 years. Studies used varied comparative study designs with follow-up periods ranging from 2 weeks to 5 years. The PROs assessed in these articles included preference, acceptability, treatment satisfaction, ease of use, convenience, injection pain, handling, and dosing. Most articles (n = 36) showed more favorable PROs for insulin pen users compared to vial and syringe users. These findings have potential clinical and policy implications for patients, diabetes care providers, and/or payers to make evidence-based decisions regarding ways to facilitate initiation and management of insulin therapy.
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.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".