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Record W7029675603

La Medicina Natural y Tradicional en los residentes de Pediatría

2024· article· en· W7029675603 on OpenAlex

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

VenueDialnet (Universidad de la Rioja) · 2024
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicEnvironmental Science and Technology
Canadian institutionsnot available
Fundersnot available
KeywordsSpecialtyQuarter (Canadian coin)Folk medicineModalitiesMedical knowledgeKnowledge levelTreatment modalityDescriptive research
DOInot available

Abstract

fetched live from OpenAlex

Background: Herbal and folk Medicine is a medical specialty that uses methods of health promotion, disease prevention, diagnosis, treatment and rehabilitation. Its adequate knowledge by Pediatric residents allows a high degree of professional development and comprehensive patient care.Objective: to characterize the level of knowledge about Herbal and folk Medicine of Pediatrics residents according to modalities and conditions.Methods: an observational, descriptive and cross-sectional study was carried out in the teaching-care centers “Juan de la Cruz Martínez Maceira” Hospital and“Antonio María Béguez César” pediatric Hospital in the province of Santiago de Cuba, in the first quarter of 2023. Theoretical methods were used: analysis-synthesis and inductive-deductive; empirical ones: questionnaire; and mathematical-statistical for data analysis.Results: the majority of residents considered they had an average level of preparation regarding Herbal and folk Medicine. Homeopathy, followed by floral therapy, were the most used therapeutic modalities; and the respiratory conditions in which its use is most prescribed to patients.Conclusions: the characterization demonstrated that residents require knowledge and skills to take advantage of the wide range of benefits that this specialty brings them for the promotion, prevention, diagnosis, treatment and rehabilitation of pediatric diseases.

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)0.000
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: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.780
Threshold uncertainty score0.406

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 head0.003
GPT teacher head0.228
Teacher spread0.225 · 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