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Record W2378947595

[Control study on analgesic effect of single-point electroacupuncture on prolapse of lumbar intervertebral disc].

2006· article· en· W2378947595 on OpenAlexaboutno aff
Shi-Rong Huang, Yin-Yu Shi, Hongsheng Zhan

Bibliographic record

VenuePubMed · 2006
Typearticle
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineElectroacupunctureWaistAcupunctureLumbarAnalgesicAnesthesiaStimulationSurgeryInternal medicineBody mass index
DOInot available

Abstract

fetched live from OpenAlex

OBJECTIVE: To explore an effective method for electroacupuncture treatment of pain in waist and lower extremities due to prolapse of lumbar intervertebral disc. METHODS: All 98 cases of such disease were randomly divided into a treatment group (n = 53) and a control group (n = 45). The treatment group were treated with local single-point electroacupuncture stimulation, and the control group with routine electroacupuncture stimulation for 8 sessions. The pain in waist and lower extremities in the two groups were continuously evaluated with short-form of McGill pain questionnaire (SF-MPQ). RESULTS: After first treatment, SF-MPQ scores in the two groups were significantly different from those before treatment (P < 0.001), and there were significant differences between the two groups respectively (P < 0.001) at the each time points. CONCLUSION: Local singly-point electroacupuncture has a better analgesic effect on pain in waist and lower extremities due to prolapse of lumbar intervertebral disc.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Non-randomized trial · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.014

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0040.000

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 head0.008
GPT teacher head0.207
Teacher spread0.199 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNon-randomized trial
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

Citations3
Published2006
Admission routes1
Has abstractyes

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