MétaCan
Menu
Back to cohort
Record W6996539738

SELF PERCEPTION AND SELF CARE IN TREATMENT OF ARTERIAL HYPERTENSION: SCOPING REVIEW

2021· other· en· W6996539738 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

VenueOSF Preprints (OSF Preprints) · 2021
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsSelf careSelf-serviceBlood pressurePerceptionSelf-efficacyService (business)
DOInot available

Abstract

fetched live from OpenAlex

Research question: What is the panorama of the use of self-care and self-perception in the treatment of arterial hypertension? Is physical therapy incluid in this process?\n\nObjective: identify and map the caracteristics of the approach to the use of self-perception and self-care in the treatment of arterial hypertension and if there is the participation of physical therapy in this process.\n\nSearch strategy:\nP (population): hypertensive individuals\nC (concept): self care and self perception\nC (context): use of self-care and self-perception in the treatment of hypertensive individuals\n\nData bases: PubMed, Scopus, CINAHL, Embase, LILACS, CAPES Theses and Dissertations Portal, DART-Europe E-Theses Portal, Electronic Theses Online Service (EThOS), Scientific Open Access Repository of Portugal (RCAAP), Trove, National ETD Portal, Theses Canada.\n\nElegibility criteria: Texts available in full, in Portuguese, Spanish and English, research that presented the use or evaluation of self-care and self-perception in the treatment of patients with arterial hypertension.\n\nMesh Terms: self-care, self care, care, Self, self-perception, self perception, Self-Perceptions, Perception, Self, Perceptions, Self, Self Perceptions, self concept, hypertension, high blood pressure, blood pressure, high, blood pressures, High, high blood pressures.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.369
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.5510.351

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 head0.022
GPT teacher head0.284
Teacher spread0.262 · 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

Quick stats

Citations0
Published2021
Admission routes1
Has abstractyes

Explore more

Same venueOSF Preprints (OSF Preprints)French-language works237,207