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Record W4206667606 · doi:10.1097/med.0000000000000534

Editorial introduction

2020· article· en· W4206667606 on OpenAlexaboutno aff

Bibliographic record

VenueCurrent Opinion in Endocrinology Diabetes and Obesity · 2020
Typearticle
Languageen
FieldMedicine
TopicDiabetes, Cardiovascular Risks, and Lipoproteins
Canadian institutionsnot available
Fundersnot available
KeywordsSection (typography)MedicineLibrary scienceFamily medicineInternal medicineGerontologyMedical educationComputer science

Abstract

fetched live from OpenAlex

Current Opinion in Endocrinology and Diabetes was launched in 1994, with Obesity added to the title in 2007. It is one of a successful series of review journals whose unique format is designed to provide a systematic and critical assessment of the literature as presented in the many primary journals. The fields of endocrinology and diabetes are divided into 12 sections that are reviewed once a year. Each section is assigned a Section Editor, a leading authority in the area, who identifies the most important topics at that time. Here we are pleased to introduce one of the Journal's Section Editor for this issue. SECTION EDITOR Dan StrejaDan StrejaDr Dan Streja is Clinical Professor of Medicine at David Geffen School of Medicine at UCLA, Department of Medicine Section of Endocrinology, USA. Dr Streja received his MD from the Carol Davilla School of Medicine in Bucharest, Romania. He trained in internal medicine in Canada and subsequently undertook a fellowship in endocrinology sponsored by the Ontario Heart Foundation for studies in lipid metabolism. He taught medicine and physiology at the University of Manitoba, Canada, where he served as the Director of the diabetes clinic. He moved to the United States in 1979 and taught at UCLA since. He is a member of the American Heart Association and of the American Diabetes Association, and he is a fellow of the Royal College of Physicians of Canada and of the American Association of Clinical Endocrinologists. His main scientific interest has been in clinical research, particularly in cardiovascular prevention for patients with diabetes. He has conducted over 150 randomized trials in the field of diabetes and lipids. Dr Streja has authored chapters in five textbooks and co-authored numerous scientific publications. He has lectured in the area of lipids and cardiovascular prevention nationally, in the US, and internationally.

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)0.000
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.542
Threshold uncertainty score0.650

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.025
GPT teacher head0.280
Teacher spread0.255 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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

Citations0
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueCurrent Opinion in Endocrinology Diabetes and ObesitySame topicDiabetes, Cardiovascular Risks, and LipoproteinsFrench-language works237,207