MétaCan
Menu
Back to cohort

Diabetes Care for Emerging Adults: Recommendations for Transition From Pediatric to Adult Diabetes Care Systems

2017· book-chapter· en· W4250829495 on OpenAlexfundno aff

Bibliographic record

VenueAmerican Academy of Pediatrics eBooks · 2017
Typebook-chapter
Languageen
FieldMedicine
TopicDiabetes Management and Research
Canadian institutionsnot available
FundersCenters for Disease Control and PreventionBristol-Myers SquibbEli Lilly and CompanyAstraZenecaYork UniversityNovo NordiskDexcomUniversity of MinnesotaKaiser PermanenteAbbott Diabetes CareUniversity of WashingtonAmerican Diabetes AssociationSanofiUniversity of South Florida
KeywordsClinical PracticeMedicineHealth careFamily medicineCoding (social sciences)Medical educationPediatricsPolitical science

Abstract

fetched live from OpenAlex

Evidence-based clinical practice guidelines and policy statements from the AAP!Clinical practice guidelines have long provided physicians with an evidence-based decision-making tool for managing common pediatric conditions. Policies issued and endorsed by the American Academy of Pediatrics (AAP) represent the AAP position on child health care issues.More than 40 clinical practice guidelines and more than 500 policy statements, clinical reports, and technical reports have been combined into this 17th edition, giving you even easier access to the important clinical and policy information you need.Now includes eBook access!Updated and expanded for 2017* Printed text and eBook access of all AAP clinical practice guidelines and full text of 2016 AAP policy statements* Complete 2016 AAP policy statements, clinical reports, and technical reports* Quick reference tools including coding tips and patient education handouts

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 categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.794
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
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 head0.024
GPT teacher head0.313
Teacher spread0.289 · 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 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
Published2017
Admission routes1
Has abstractyes

Explore more

Same venueAmerican Academy of Pediatrics eBooksSame topicDiabetes Management and ResearchFrench-language works237,207