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Record W4249541438 · doi:10.3899/jrheum.121387.c1

Gain in Quality-adjusted Life-years in Patients with Rheumatoid Arthritis During 1 Year of Biological Therapy: A Prospective Study in Clinical Practice

2013· article· en· W4249541438 on OpenAlexvenueno aff

Bibliographic record

VenueThe Journal of Rheumatology · 2013
Typearticle
Languageen
FieldHealth Professions
TopicGlobal Health and Epidemiology
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineRheumatoid arthritisQuality of life (healthcare)Prospective cohort studyPhysical therapyClinical PracticeIntensive care medicineInternal medicine

Abstract

fetched live from OpenAlex

<b>Objective:</b> To assess the safety of government versus non-government public road transportation. <b>Design:</b> Descriptive study. <b>Setting:</b> Kandy Municipality Area, Sri Lanka. <b>Subjects:</b> All road traffic crashes reported to the Kandy Police from 1 October 1998 to 30 September 1999. <b>Main outcome:</b> Involvement in a road traffic crash reported to the Kandy Police in which a government bus, private bus, or a three-wheeler was involved. <b>Results:</b> During the study period, 132 government buses, 243 private buses, and 115 three wheelers were involved in 437 police reported road crashes. Of these crashes, eight (1.8%) were fatal and 132 (30.2%) were crashes resulting in injury requiring hospitalization. The majority of road crashes involved vehicle-vehicle interaction (63.4%) and vehicle-pedestrian interaction (17.8%), while the remainder consisted of vehicle-passenger and vehicle-road structure crashes. The research highlights an increased risk associated with travel on privately owned buses (RR = 2.0, 95% CI 1.6 to 2.5) and three wheelers (RR = 2.2, 95% CI 1.7 to 2.8) compared to travel on government buses. The disparity in crash rates between government and privately owned transportation modes can be explained, in part, by fewer safety requirements being imposed on the deregulated public transportation system. <b>Conclusions:</b> Recommendations are made in order to address the differential in crash rates between public and private vehicle ownership used for public transportation in Sri Lanka.

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 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)0.010
metaresearch head score (Gemma)0.011
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.024
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0100.011
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.002
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 head0.092
GPT teacher head0.446
Teacher spread0.354 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations1
Published2013
Admission routes1
Has abstractyes

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