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Record W33763531 · doi:10.3205/zma001442

Anuario estadístico de la Educación: Las cifras de la Educación en España

2009· article· en· W33763531 on OpenAlex
Jesús M. Ibáñez

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

VenueIndice: Revista de Estadística y Sociedad · 2009
Typearticle
Languageen
FieldSocial Sciences
TopicEducation in Diverse Contexts
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesHomogeneousPolitical sciencePhilosophyPhysics

Abstract

fetched live from OpenAlex

<b>Background and objective:</b> Integrative Medicine and Health (IMH) is a theory-based paradigm shift for health, disease and health care, which can probably only be achieved by supplementing medical roles and competences. <b>Definition of IMH:</b> The definitions of the <i>Academic Consortium for Integrative Medicine</i><i>and Health 2015</i> and the so-called <i>Berlin Agreement: Self-Responsibility and Social Action in Practicing and Fostering Integrative Medicine and Health Globally</i> are used. The basic features of evidence-based Integrative Medicine and Health (EB-IMH) are based on the recommendations on EBM by David L. Sackett. <b>Global State of Undergraduate and Postgraduate Medical Education (UG-PGME) for IMH:</b> The USA and Canada are most advanced in the development of IMH regarding practice, teaching and research worldwide. Despite socio-cultural peculiarities, they can provide guidance for Europe and especially for Germany. Of interest here are competences for UG-PGME in IMH in primary care and in some specialist disciplines (e.g. internal medicine, gynecology, pediatrics, geriatrics, oncology, palliative care). For these specialties, the need for an interprofessional UG-PGME for IMH was shown in the early stages of development. <b>UG-PGME for IMH in Germany:</b> In the course of the development of the new Medical Licensure Act in Germany (ÄApprO), based on a revision of the National Competence-based Catalogue of Learning Objectives for Medicine (NKLM 2.0) and new regulations for Postgraduate Medical Education in Germany, suggestions for an extension of UG-PGME are particularly topical. To some extent there are already approaches to IMH. Old and new regulations are set out and are partly compared. As a result, some essential elements of IMH are mapped in the new ÄApprO. The new regulations for Postgraduate Medical Education do not mention IMH. <b>Conclusion:</b> The development of medical competences for IMH in the continuum of the UG-PGME could be supported by the coordinated introduction of appropriate entrustable professional activities (EPA) and IMH sub-competences combined with appropriate assessment.

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)0.006
metaresearch head score (Gemma)0.008
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Science and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.626
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.008
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.002
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.010
GPT teacher head0.353
Teacher spread0.343 · 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