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Tratamento com acupuntura: avaliação multidimensional da dor lombar em gestantes

2018· article· pt· W2810722565 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

VenueRevista da Escola de Enfermagem da USP · 2018
Typearticle
Languagept
FieldMedicine
TopicPregnancy-related medical research
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineGynecologyLow back painAlternative medicinePathology

Abstract

fetched live from OpenAlex

OBJECTIVE: To evaluate the effects of acupuncture in the treatment of low back pain in pregnant women in the second and third trimesters of pregnancy. METHOD: A quasi-experimental pre-post design was applied to pregnant women at a gestational age between 14 and 37 weeks, who had complaints of low back pain. Acupuncture sessions were performed, working systemic and auricular points. The McGill questionnaire was used to assess pain, as well as the instrument for identifying the sociodemographic, clinical and obstetric profile. RESULTS: The acupuncture technique performed in up to six sessions in 56 pregnant women with low back pain had positive effects on the participants' health. According to the pain assessment, there was a statistically significant reduction in the low back pain among the pregnant women as early as in the second session, with a gradual improvement with the advancement of the number of sessions. There were no serious adverse events related to acupuncture. CONCLUSION: Acupuncture offered significant effects for reducing or relieving pain in pregnant women. The participants expressed satisfaction and well-being as they left each session.

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)0.004
metaresearch head score (Gemma)0.006
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.238
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.006
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.002
Science and technology studies0.0010.002
Scholarly communication0.0010.001
Open science0.0020.001
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.0110.008

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 head0.064
GPT teacher head0.373
Teacher spread0.309 · 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